UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
WASHINGTON, D.C. 20549

FORM 10-Q
QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE
SECURITIES EXCHANGE ACT OF 1934
For the quarterly period ended June 30, 2023
OR
TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE
SECURITIES EXCHANGE ACT OF 1934
For the transition period from _______ to _______
Commission File Number: 1-35335
Groupon, Inc.
QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE
SECURITIES EXCHANGE ACT OF 1934
For the quarterly period ended September 30, 2017
OR
TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE
SECURITIES EXCHANGE ACT OF 1934
For the transition period from ________________ to ________________

Commission file number: 1-35335

Groupon, Inc.
(Exact name of registrant as specified in its charter)
(Exact name of registrant as specified in its charter)
Delaware27-0903295
Delaware27-0903295
(State or other jurisdiction of(I.R.S. Employer
incorporation or organization)(I.R.S. Employer Identification No.)
600 WestW Chicago Avenue Suite 400
Chicago, Illinois
60654
Suite 400(Zip Code)
Chicago
Illinois(312)334-1579
(Address of principal executive offices)(Zip Code)Registrant's telephone number, including area code)
312-334-1579
(Registrant's telephone number, including area code)

Securities registered pursuant to Section 12(b) of the Act:
Title of each classTrading Symbol(s)Name of each exchange on which registered
Common stock, par value $0.0001 per shareGRPNNASDAQ Global Select Market
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.
Yes  x         No
Indicate by check mark whether the registrant has submitted electronically and posted on its corporate Web site, if any, every Interactive Data File required to be submitted and posted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit and post such files).        
Yes  x        No
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company, or an emerging growth company. See the definitions of "large accelerated filer," "accelerated filer," "smaller reporting company" and "emerging growth company" in Rule 12b-2 of the Exchange Act.
Large accelerated filer x                            Accelerated filer     ☐         
Non-accelerated filer (Do not check if a smaller reporting company)                             Smaller reporting company
Emerging growth company
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or reusedrevised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act. ☐
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act).
Yes         No  x
As of October 30, 2017,August 3, 2023, there were 558,403,05231,248,618 shares of the registrant's common stock outstanding.



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TABLE OF CONTENTS
PART I. Financial InformationPage
Condensed Consolidated Statements of Comprehensive Income (Loss) for the three and nine months ended September 30, 2017 and 2016 (unaudited)
Condensed Consolidated Statements of Stockholders' Equity for the nine months ended September 30, 2017 (unaudited)(Deficit)
PART II. Other Information



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PART II. FINANCIAL INFORMATION
FORWARD LOOKINGFORWARD-LOOKING STATEMENTS
This Quarterly Report on Form 10-Q contains forward-looking statements within the meaning of Section 27A of the Securities Act of 1933, as amended, and Section 21E of the Securities Exchange Act of 1934, as amended, including statements regarding our future results of operations and financial position, business strategy and plans and our objectives for future operations.operations and future liquidity. The words "may," "will," "should," "could," "expect," "anticipate," "believe," "estimate," "intend," "continue" and other similar expressions are intended to identify forward-looking statements. We have based these forward lookingforward-looking statements largely on current expectations and projections about future events and financial trends that we believe may affect our financial condition, results of operations, business strategy, short-term and long-term business operations and objectives, and financial needs. These forward-looking statements involve risks and uncertainties that could cause our actual results to differ materially from those expressed or implied in our forward-looking statements. Such risks and uncertainties include, but are not limited to, our ability to execute and achieve the expected benefits of our go-forward strategy; execution of our business and marketing strategies; volatility in our revenue and operating results; risks related to our business strategy, including our strategy to grow our local marketplaces, marketing strategy and spend and the productivity of those marketing investments; effectively dealing with challenges arising from our international operations, including fluctuations in currency exchange rates, legal and any potential adverse impactregulatory developments in the jurisdictions in which we operate and geopolitical instability resulting from the United Kingdom's likely exitconflict in Ukraine; global economic uncertainty, including as a result of inflationary pressures; ongoing impacts from the European Union;COVID-19 pandemic and labor and supply chain challenges; retaining and adding high quality merchants and third-party business partners; retaining existing customers and adding new customers; retaining and adding high quality merchants; cyber security breaches; incurring expenses as we expand our business; competing successfully in our industry; maintaining favorable payment terms with our business partners; providing a strong mobile experience for our customers; deliverymanaging refund risks; retaining and routingattracting members of our emails; product liability claims;executive and management teams and other qualified employees and personnel; customer and merchant fraud; payment-related risks; our reliance on email, internet search engines and mobile application marketplaces to drive traffic to our marketplace; cybersecurity breaches; maintaining and improving our information technology infrastructure; reliance on cloud-based computing platforms; completing and realizing the anticipated benefits from acquisitions, dispositions, joint ventures and strategic investments; lack of control over minority investments; managing inventory and order fulfillment risks; integratingclaims related to product and service offerings; protecting our technology platforms;intellectual property; maintaining a strong brand; the impact of future and pending litigation; managing refund risks; retaining, attractingcompliance with domestic and integrating membersforeign laws and regulations, including the CARD Act, GDPR, CPRA, other privacy-related laws and regulations of the Internet and e-commerce; classification of our executive team;independent contractors, agency workers, or employees; our ability to remediate our material weakness over internal control over financial reporting; risks relating to information or content published or made available on our websites or service offerings we make available; exposure to greater than anticipated tax liabilities; adoption of tax laws; our ability to use our tax attributes; impacts if we become subject to the Bank Secrecy Act or other anti-money laundering or money transmission laws or regulations; our ability to raise capital if necessary; our ability to continue as a going concern; risks related to our access to capital and outstanding indebtedness, including our convertible senior notes; our common stock, including volatility in our stock price; our ability to realize the anticipated benefits from the capped call transactions relating to our convertible senior notes; difficulties, delays or our inability to successfully complete all or part of the announced restructuring actions or to realize the operating efficiencies and other benefits of such restructuring actions; higher than anticipated restructuring charges or changes in the timing of such restructuring charges; completing and realizing the anticipated benefits from acquisitions, dispositions, joint ventures and strategic investments; tax liabilities; tax legislation; compliance with domestic and foreign laws and regulations, including the CARD Act and regulation of the Internet and e-commerce; classification of our independent contractors; maintaining our information technology infrastructure; protecting our intellectual property; maintaining a strong brand; seasonality; customer and merchant fraud; payment-related risks; our ability to raise capital if necessary and our outstanding indebtedness; global economic uncertainty; the impact of our ongoing strategic review and any potential strategic alternatives we may choose to pursue; our senior convertible notes; our ability to realize the anticipated benefits from the hedge and warrant transactions; and those risks and other factors discussed in Part I, "Item 1A:Item 1A. Risk Factors"Factors of our 2016 Annual Report on Form 10-K for the year ended December 31, 2016,2022 and Part II, Item 1A. Risk Factors of our Quarterly Reports on Form 10-Q for the quarters ended March 31, 2023 and June 30, 2023, as well as in our condensed consolidated financial statements,Condensed Consolidated Financial Statements, related notes, and the other financial information appearing elsewhere in this report and our other filings with the Securities and Exchange Commission or the SEC.(the "SEC"). Moreover, we operate in a very competitive and rapidly changing environment. New risks emerge from time to time. It is not possible for our management to predict all risks, nor can we assess the impact of all factors on our business or the extent to which any factor, or combination of factors, may cause actual results to differ materially from those contained in any forward-looking statements we may make. We do not intend, and undertake no obligation, to update any of our forward-looking statements after the date of this report to reflect actual results or future events or circumstances. Given these risks and uncertainties, readers are cautioned not to place undue reliance on such forward-looking statements.
As used herein, "Groupon," "the Company," "we," "our," "us" and similar terms include Groupon, Inc. and its subsidiaries, unless the context indicates otherwise.

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ITEM 1. FINANCIAL STATEMENTS AND SUPPLEMENTARY DATA


GROUPON, INC.
CONDENSED CONSOLIDATED BALANCE SHEETS
(in thousands, except share and per share amounts)
(unaudited)

September 30, 2017 December 31, 2016June 30, 2023December 31, 2022
Assets   Assets
Current assets:   Current assets:
Cash and cash equivalents$638,657
 $862,977
Cash and cash equivalents$118,145 $281,279 
Accounts receivable, net78,284
 71,272
Accounts receivable, net35,206 44,971 
Prepaid expenses and other current assets99,855
 94,441
Prepaid expenses and other current assets38,989 41,101 
Current assets of discontinued operations
 63,246
Total current assets816,796
 1,091,936
Total current assets192,340 367,351 
Property, equipment and software, net150,023
 169,452
Property, equipment and software, net43,486 56,731 
Right-of-use assets - operating leases, netRight-of-use assets - operating leases, net6,012 12,127 
Goodwill285,436
 274,551
Goodwill178,685 178,685 
Intangible assets, net24,028
 42,915
Intangible assets, net14,568 17,641 
Investments (including $104,268 and $110,066 at September 30, 2017 and December 31, 2016, respectively, at fair value)129,504
 141,882
InvestmentsInvestments119,541 119,541 
Deferred income taxes5,007
 5,151
Deferred income taxes13,830 13,550 
Other non-current assets17,302
 23,484
Other non-current assets18,772 27,491 
Non-current assets of discontinued operations
 12,006
Total Assets$1,428,096
 $1,761,377
Liabilities and Equity   
Total assetsTotal assets$587,234 $793,117 
Liabilities and equityLiabilities and equity
Current liabilities:   Current liabilities:
Short-term borrowingsShort-term borrowings$46,700 $75,000 
Accounts payable$25,954
 $28,551
Accounts payable20,117 59,568 
Accrued merchant and supplier payables598,251
 770,992
Accrued merchant and supplier payables178,119 225,420 
Accrued expenses and other current liabilities324,553
 366,456
Accrued expenses and other current liabilities119,224 171,452 
Current liabilities of discontinued operations
 47,052
Total current liabilities948,758
 1,213,051
Total current liabilities364,160 531,440 
Convertible senior notes, net186,959
 178,995
Convertible senior notes, net225,693 224,923 
Deferred income taxes1,927
 1,714
Operating lease obligationsOperating lease obligations5,211 9,310 
Other non-current liabilities102,386
 99,628
Other non-current liabilities16,997 18,586 
Non-current liabilities of discontinued operations
 2,927
Total Liabilities1,240,030
 1,496,315
Commitments and contingencies (see Note 7)
 
Stockholders' Equity   
Common stock, par value $0.0001 per share, 2,010,000,000 shares authorized, 746,422,199 shares issued and 557,819,957 shares outstanding at September 30, 2017 and 736,531,771 shares issued and 564,835,863 shares outstanding at December 31, 201675
 74
Total liabilitiesTotal liabilities612,061 784,259 
Commitments and contingencies (see Note 6)Commitments and contingencies (see Note 6)
Stockholders' equity (deficit)Stockholders' equity (deficit)
Common stock, par value $0.0001 per share, 100,500,000 shares authorized; 41,521,134 shares issued and 31,227,017 shares outstanding at June 30, 2023; 40,786,996 shares issued and 30,492,879 shares outstanding at December 31, 2022Common stock, par value $0.0001 per share, 100,500,000 shares authorized; 41,521,134 shares issued and 31,227,017 shares outstanding at June 30, 2023; 40,786,996 shares issued and 30,492,879 shares outstanding at December 31, 2022
Additional paid-in capital2,161,139
 2,112,728
Additional paid-in capital2,331,036 2,322,672 
Treasury stock, at cost, 188,602,242 shares at September 30, 2017 and 171,695,908 shares at December 31, 2016(867,450) (807,424)
Treasury stock, at cost, 10,294,117 shares at June 30, 2023 and December 31, 2022Treasury stock, at cost, 10,294,117 shares at June 30, 2023 and December 31, 2022(922,666)(922,666)
Accumulated deficit(1,135,925) (1,099,010)Accumulated deficit(1,436,231)(1,394,477)
Accumulated other comprehensive income (loss)29,099
 58,052
Accumulated other comprehensive income (loss)2,839 2,942 
Total Groupon, Inc. Stockholders' Equity186,938
 264,420
Total Groupon, Inc. stockholders' equity (deficit)Total Groupon, Inc. stockholders' equity (deficit)(25,018)8,475 
Noncontrolling interests1,128
 642
Noncontrolling interests191 383 
Total Equity188,066
 265,062
Total Liabilities and Equity$1,428,096
 $1,761,377
Total equity (deficit)Total equity (deficit)(24,827)8,858 
Total liabilities and equity (deficit)Total liabilities and equity (deficit)$587,234 $793,117 


See Notes to Condensed Consolidated Financial Statements.

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4


GROUPON, INC.
CONDENSED CONSOLIDATED STATEMENTS OF OPERATIONS AND COMPREHENSIVE INCOME (LOSS)
(in thousands, except share and per share amounts)
(unaudited)


Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
Revenue$129,109 $153,216 $250,720 $306,536 
Cost of revenue16,144 19,244 33,044 38,563 
Gross profit112,965 133,972 217,676 267,973 
Operating expenses:
Marketing22,267 29,372 47,115 68,788 
Selling, general and administrative96,263 123,938 197,897 250,358 
Goodwill impairment— 35,424 — 35,424 
Long-lived asset impairment— 8,811 — 8,811 
Restructuring and related charges(689)2,939 8,105 3,251 
Total operating expenses117,841 200,484 253,117 366,632 
Income (loss) from operations(4,876)(66,512)(35,441)(98,659)
Other income (expense), net(4,805)(21,340)(1,735)(26,220)
Income (loss) before provision (benefit) for income taxes(9,681)(87,852)(37,176)(124,879)
Provision (benefit) for income taxes2,323 2,398 3,441 (277)
Net income (loss)(12,004)(90,250)(40,617)(124,602)
Net (income) loss attributable to noncontrolling interests(603)(977)(1,137)(1,477)
Net income (loss) attributable to Groupon, Inc.$(12,607)$(91,227)$(41,754)$(126,079)
Basic and diluted net income (loss) per share:$(0.41)$(3.04)$(1.36)$(4.21)
Basic and diluted weighted average number of shares outstanding:31,020,493 30,039,233 30,796,943 29,952,018 
Comprehensive income (loss):
Net income (loss)$(12,004)$(90,250)$(40,617)$(124,602)
Other comprehensive income (loss):
Net change in unrealized gain (loss) on foreign currency translation adjustments5,745 20,818 (103)24,187 
Comprehensive income (loss)(6,259)(69,432)(40,720)(100,415)
Comprehensive (income) loss attributable to noncontrolling interest(603)(977)(1,137)(1,477)
Comprehensive income (loss) attributable to Groupon, Inc.$(6,862)$(70,409)$(41,857)$(101,892)

See Notes to Condensed Consolidated Financial Statements.
5
  Three Months Ended September 30, Nine Months Ended September 30,
  2017 2016 2017 2016
Revenue:        
Third-party and other $302,458
 $283,809
 $919,884
 $888,014
Direct 332,008
 402,746
 1,050,827
 1,220,736
Total revenue 634,466
 686,555
 1,970,711
 2,108,750
Cost of revenue:        
Third-party and other 41,858
 34,837
 123,209
 114,006
Direct 283,183
 358,450
 900,559
 1,065,997
Total cost of revenue 325,041
 393,287
 1,023,768
 1,180,003
Gross profit 309,425
 293,268
 946,943
 928,747
Operating expenses:        
Marketing 101,456
 84,748
 288,456
 261,223
Selling, general and administrative 214,828
 234,266
 677,061
 755,981
Restructuring charges 11,503
 1,163
 18,818
 28,378
Gain on sale of intangible assets (17,149) 
 (17,149) 
Gains on business dispositions 
 (2,060) 
 (11,399)
Acquisition-related expense (benefit), net 
 (9) 48
 4,305
  Total operating expenses 310,638
 318,108
 967,234
 1,038,488
Income (loss) from operations (1,213) (24,840) (20,291) (109,741)
Other income (expense), net 7,546
 (7,917) 8,822
 (16,552)
Income (loss) from continuing operations before provision (benefit) for income taxes 6,333
 (32,757) (11,469) (126,293)
Provision (benefit) for income taxes 2,531
 1,690
 11,001
 461
Income (loss) from continuing operations 3,802
 (34,447) (22,470) (126,754)
Income (loss) from discontinued operations, net of tax (862) (1,345) (1,751) (6,365)
Net income (loss) 2,940
 (35,792) (24,221) (133,119)
Net income attributable to noncontrolling interests (2,881) (2,184) (9,460) (8,880)
Net income (loss) attributable to Groupon, Inc. $59
 $(37,976) $(33,681) $(141,999)
         
Basic and diluted net income (loss) per share (1):
        
Continuing operations $0.00
 $(0.06) $(0.06) $(0.23)
Discontinued operations (0.00) (0.01) (0.00) (0.02)
Basic and diluted net income (loss) per share $0.00
 $(0.07) $(0.06) $(0.25)
         
Weighted average number of shares outstanding (1)
        
Basic 557,221,040
 575,216,191
 559,726,154
 578,290,291
Diluted 566,669,049
 575,216,191
 559,726,154
 578,290,291

GROUPON, INC.

CONDENSED CONSOLIDATED STATEMENTS OF STOCKHOLDERS' EQUITY (DEFICIT)
(1)
The structure of the Company's common stock changed during the year ended December 31, 2016. Refer to Note 8, Stockholders' Equity and Compensation Arrangements, and Note 12, Income (Loss) per Share, for additional information.

(in thousands, except share amounts)
(unaudited)

Groupon, Inc. Stockholders' Equity (Deficit)
 Common StockAdditional Paid-In CapitalTreasury StockAccumulated DeficitAccumulated Other Comprehensive Income (Loss)Total Groupon, Inc. Stockholders' Equity (Deficit)Non-controlling InterestsTotal Equity (Deficit)
SharesAmountSharesAmount
Balance at December 31, 202240,786,996 $$2,322,672 (10,294,117)$(922,666)$(1,394,477)$2,942 $8,475 $383 $8,858 
Comprehensive income (loss)— — — — — (29,147)(5,848)(34,995)534 (34,461)
Vesting of restricted stock units and performance share units420,471 — — — — — — — — — 
Shares issued under employee stock purchase plan33,803 — 246 — — — — 246 — 246 
Tax withholdings related to net share settlements of stock-based compensation awards(140,819)— (1,031)— — — — (1,031)— (1,031)
Stock-based compensation on equity-classified awards— — 2,547 — — — — 2,547 — 2,547 
Distributions to noncontrolling interest holders— — — — — — — — (637)(637)
Balance at March 31, 202341,100,451 $$2,324,434 (10,294,117)$(922,666)$(1,423,624)$(2,906)$(24,758)$280 $(24,478)
Comprehensive income (loss)— — — — — (12,607)5,745 (6,862)603 (6,259)
Vesting of restricted stock units and performance share units689,050 — — — — — — — — — 
Tax withholdings related to net share settlements of stock-based compensation awards(268,367)— (1,207)— — — — (1,207)— (1,207)
Stock-based compensation on equity-classified awards— — 7,809 — — — — 7,809 — 7,809 
Distributions to noncontrolling interest holders— — — — — — — — (692)(692)
Balance at June 30, 202341,521,134 $$2,331,036 (10,294,117)$(922,666)$(1,436,231)$2,839 $(25,018)$191 $(24,827)
See Notes to Condensed Consolidated Financial Statements.











6
5


GROUPON, INC.
CONDENSED CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME (LOSS)STOCKHOLDERS' EQUITY (DEFICIT)
(in thousands)thousands, except share amounts)
(unaudited)


  Three Months Ended September 30, Nine Months Ended September 30,
  2017 2016 2017 2016
Income (loss) from continuing operations $3,802
 $(34,447) $(22,470) $(126,754)
Other comprehensive income (loss) from continuing operations:        
   Foreign currency translation adjustments:        
Net unrealized gain (loss) during the period (5,034) 11,358
 (10,561) 7,290
Reclassification adjustments included in income (loss) from continuing operations 
 221
 (187) (7,776)
Net change in unrealized gain (loss) (5,034) 11,579
 (10,748) (486)
   Defined benefit pension plan adjustments:        
Curtailment gain 
 
 583
 
Amortization of pension net actuarial gain (loss) to earnings 
 23
 2
 69
Net change in unrealized gain (loss) (net of tax effect of $0 and $4 for the three months ended September 30, 2017 and 2016, respectively, and $0 and $13 for the nine months ended September 30, 2017 and 2016, respectively) 
 23
 585
 69
   Available-for-sale securities:        
Net unrealized gain (loss) during the period (225) (16) (938) (184)
Reclassification adjustment for realized gain on investment included in income (loss) from continuing operations 
 
 (1,341) 
Net change in unrealized gain (loss) on available-for-sale securities (net of tax effect of $0 and $10 for the three months ended September 30, 2017 and 2016, respectively, and $0 and $113 for the nine months ended September 30, 2017 and 2016, respectively) (225) (16) (2,279) (184)
Other comprehensive income (loss) from continuing operations (5,259) 11,586
 (12,442) (601)
Comprehensive income (loss) from continuing operations (1,457) (22,861) (34,912) (127,355)
         
Income (loss) from discontinued operations (862) (1,345) (1,751) (6,365)
Other comprehensive income (loss) from discontinued operations - Foreign currency translation adjustments:        
Net unrealized gain (loss) during the period 
 (10,746) (1,793) (10,473)
Reclassification adjustment included in net income (loss) from discontinued operations 
 
 (14,718) 
Net change in unrealized gain (loss) 
 (10,746) (16,511) (10,473)
Comprehensive income (loss) from discontinued operations (862) (12,091) (18,262) (16,838)
         
Comprehensive income (loss) (2,319) (34,952) (53,174) (144,193)
Comprehensive income (loss) attributable to noncontrolling interests (2,881) (2,184) (9,460) (8,880)
Comprehensive income (loss) attributable to Groupon, Inc. $(5,200) $(37,136) $(62,634) $(153,073)


Groupon, Inc. Stockholders' Equity (Deficit)
Common StockAdditional Paid-In CapitalTreasury StockAccumulated DeficitAccumulated Other Comprehensive Income (Loss)Total Groupon, Inc. Stockholders' Equity (Deficit)Non-controlling InterestsTotal Equity (Deficit)
SharesAmountSharesAmount
Balance at December 31, 202140,007,255 $$2,294,215 (10,294,117)$(922,666)$(1,156,868)$(4,813)$209,872 $424 $210,296 
Comprehensive income (loss)— — — — — (34,852)3,369 (31,483)500 (30,983)
Vesting of restricted stock units and performance share units308,152 — — — — — — — — — 
Shares issued under employee stock purchase plan30,022 — 591 — — — — 591 — 591 
Tax withholdings related to net share settlements of stock-based compensation awards(118,589)— (2,597)— — — — (2,597)— (2,597)
Stock-based compensation on equity-classified awards— — 8,349 — — — — 8,349 — 8,349 
Distributions to noncontrolling interest holders— — — — — — — — (814)(814)
Balance at March 31, 202240,226,840 $$2,300,558 (10,294,117)$(922,666)$(1,191,720)$(1,444)$184,732 $110 $184,842 
Comprehensive income (loss)— — — — — (91,227)20,818 (70,409)977 (69,432)
Vesting of restricted stock units and performance share units407,426 — — — — — — — — — 
Tax withholdings related to net share settlements of stock-based compensation awards(151,368)— (2,166)— — — — (2,166)— (2,166)
Stock-based compensation on equity-classified awards— — 9,784 — — — — 9,784 — 9,784 
Distributions to noncontrolling interest holders— — — — — — — — (943)(943)
Balance at June 30, 202240,482,898 $$2,308,176 (10,294,117)$(922,666)$(1,282,947)$19,374 $121,941 $144 $122,085 
See Notes to Condensed Consolidated Financial Statements.

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6



GROUPON, INC.
CONDENSED CONSOLIDATED STATEMENTS OF STOCKHOLDERS' EQUITY
(in thousands, except share amounts)
(unaudited)
 Groupon, Inc. Stockholders' Equity    
 Common Stock Additional Paid-In Capital Treasury Stock Accumulated Deficit Accumulated Other Comprehensive Income (Loss) Total Groupon, Inc. Stockholders' Equity Non-controlling Interests Total Equity
 Shares AmountShares Amount 
Balance at December 31, 2016736,531,771
 $74
 $2,112,728
 (171,695,908) $(807,424) $(1,099,010) $58,052
 $264,420
 $642
 $265,062
Cumulative effect of change in accounting principle
 
 
 
 
 (3,234) 
 (3,234) 
 (3,234)
Net income (loss)
 
 
 
 
 (33,681) 
 (33,681) 9,460
 (24,221)
Foreign currency translation
 
 
 
 
 
 (27,259) (27,259) 
 (27,259)
Pension liability adjustments, net of tax
 
 
 
 
 
 585
 585
 
 585
Unrealized gain (loss) on available-for-sale securities, net of tax
 
 
 
 
 
 (2,279) (2,279) 
 (2,279)
Exercise of stock options84,427
 
 203
 
 
 
 
 203
 
 203
Vesting of restricted stock units and performance share units13,293,810
 1
 (1) 
 
 
 
 
 
 
Shares issued under employee stock purchase plan1,879,656
 
 5,283
 
 
 
 
 5,283
 
 5,283
Tax withholdings related to net share settlements of stock-based compensation awards(5,367,465) 
 (20,770) 
 
 
 
 (20,770) 
 (20,770)
Stock-based compensation on equity-classified awards
 
 63,696
 
 
 
 
 63,696
 
 63,696
Purchases of treasury stock
 
 
 (16,906,334) (60,026) 
 
 (60,026) 
 (60,026)
Distributions to noncontrolling interest holders
 
 
 
 
 
 
 
 (8,974) (8,974)
Balance at September 30, 2017746,422,199
 $75
 $2,161,139
 (188,602,242) $(867,450) $(1,135,925) $29,099
 $186,938
 $1,128
 $188,066



See Notes to Condensed Consolidated Financial Statements.


7


GROUPON, INC.
CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS
(in thousands)
(unaudited)
 Nine Months Ended September 30,
 2017 2016
Operating activities   
Net income (loss)$(24,221) $(133,119)
Less: Income (loss) from discontinued operations, net of tax(1,751) (6,365)
Income (loss) from continuing operations(22,470) (126,754)
Adjustments to reconcile net income (loss) to net cash provided by operating activities:   
Depreciation and amortization of property, equipment and software86,355
 87,585
Amortization of acquired intangible assets17,622
 13,643
Stock-based compensation60,318
 92,360
Restructuring-related long-lived asset impairments
 45
Gains on business dispositions
 (11,399)
Gain on sale of intangible assets(17,149) 
Gain on sale of investment(7,624) 
Deferred income taxes845
 (6,468)
(Gain) loss, net from changes in fair value of contingent consideration48
 4,130
(Gain) loss from changes in fair value of investments5,100
 7,301
Amortization of debt discount on convertible senior notes7,964
 4,854
Change in assets and liabilities, net of acquisitions and dispositions:   
Restricted cash2,637
 (332)
Accounts receivable787
 (2,460)
Prepaid expenses and other current assets(3,114) 8,295
Accounts payable(5,616) (2,610)
Accrued merchant and supplier payables(197,836) (168,944)
Accrued expenses and other current liabilities(39,396) (48,323)
Other, net(21,538) (16,588)
Net cash provided by (used in) operating activities from continuing operations(133,067) (165,665)
Net cash provided by (used in) operating activities from discontinued operations(2,195) (5,892)
Net cash provided by (used in) operating activities(135,262) (171,557)
Investing activities   
Purchases of property and equipment and capitalized software(43,716) (49,033)
Cash derecognized upon dispositions of subsidiaries
 (1,128)
Proceeds from sale of intangible assets18,333
 
Proceeds from sales and maturities of investments16,561
 1,685
Acquisitions of businesses, net of acquired cash
 (940)
Acquisitions of intangible assets and other investing activities(750) (2,121)
Net cash provided by (used in) investing activities from continuing operations(9,572) (51,537)
Net cash provided by (used in) investing activities from discontinued operations(9,548) (182)
Net cash provided by (used in) investing activities(19,120) (51,719)
Financing activities   
Proceeds from issuance of convertible senior notes
 250,000
Issuance costs for convertible senior notes and revolving credit agreement
 (8,097)
Purchase of convertible note hedges
 (59,163)
Proceeds from issuance of warrants
 35,495
Payments for purchases of treasury stock(61,233) (115,619)
Taxes paid related to net share settlements of stock-based compensation awards(23,340) (23,327)
Proceeds from stock option exercises and employee stock purchase plan5,486
 4,976
Distributions to noncontrolling interest holders(8,974) (9,151)
Payment of contingent consideration related to acquisitions(7,790) (285)
Payments of capital lease obligations(25,298) (21,961)
Other financing activities(473) 
Net cash provided by (used in) financing activities(121,622) 52,868
Effect of exchange rate changes on cash and cash equivalents, including cash classified within current assets of discontinued operations22,818
 6,793
Net increase (decrease) in cash and cash equivalents, including cash classified within current assets of discontinued operations(253,186) (163,615)
Less: Net increase (decrease) in cash classified within current assets of discontinued operations(28,866) (1,388)
Net increase (decrease) in cash and cash equivalents(224,320) (162,227)
Cash and cash equivalents, beginning of period862,977
 824,307
Cash and cash equivalents, end of period$638,657
 $662,080
 Six Months Ended June 30,
 20232022
Operating activities  
Net income (loss)$(40,617)$(124,602)
Adjustments to reconcile net income (loss) to net cash provided by (used in) operating activities:
Depreciation and amortization of property, equipment and software23,560 29,558 
Amortization of acquired intangible assets4,188 4,305 
Impairment of Goodwill— 35,424 
Impairment of long-lived assets— 8,811 
Restructuring-related impairment 1,180 
Stock-based compensation9,882 16,078 
Foreign currency (gains) losses, net(159)21,509 
Change in assets and liabilities:
Accounts receivable10,463 (10,233)
Prepaid expenses and other current assets5,384 590 
Right-of-use assets - operating leases6,189 9,258 
Accounts payable(39,427)6,073 
Accrued merchant and supplier payables(48,447)(54,905)
Accrued expenses and other current liabilities(30,557)(36,067)
Operating lease obligations(15,743)(13,831)
Payment for early lease termination(9,724)— 
Other, net6,378 (1,504)
Net cash provided by (used in) operating activities(118,630)(108,356)
Investing activities
Purchases of property and equipment and capitalized software(11,797)(22,149)
Proceeds from sale of assets1,475 — 
Acquisitions of intangible assets and other investing activities(1,174)(1,546)
Net cash provided by (used in) investing activities(11,496)(23,695)
Financing activities
Payments of borrowings under revolving credit agreement(28,300)(40,000)
Taxes paid related to net share settlements of stock-based compensation awards(2,194)(4,703)
Other financing activities(1,642)(1,601)
Net cash provided by (used in) financing activities(32,136)(46,304)
Effect of exchange rate changes on cash, cash equivalents and restricted cash1,967 (4,708)
Net increase (decrease) in cash, cash equivalents and restricted cash(160,295)(183,063)
Cash, cash equivalents and restricted cash, beginning of period (1)
281,696 499,483 
Cash, cash equivalents and restricted cash, end of period (1)
$121,401 $316,420 

Six Months Ended June 30,
20232022
Supplemental disclosure of cash flow information:
Cash paid for interest$3,493 $2,428 
Income tax payments2,676 3,611 
Increase (decrease) in liabilities related to purchases of property and equipment and capitalized software(1,568)(53)
Supplemental cash flow information on our leasing obligations
Cash paid for amounts included in the measurement of operating lease liabilities$15,330 $15,860 
Right-of-use assets obtained in exchange for operating lease liabilities$— $1,706 


8
8


GROUPON, INC.
CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS
(in thousands)
(unaudited)
Non-cash investing and financing activities   
Continuing operations:   
Equipment acquired under capital lease obligations$17,892
 $17,556
Leasehold improvements funded by lessor402
 4,990
Liability for purchases of treasury stock
 1,041
Increase (decrease) in liabilities related to purchases of property and equipment and capitalized software396
 2,250
Cost method and available-for-sale investments acquired in connection with business dispositions2,022
 11,050
(1)The following table provides a reconciliation of Cash, cash equivalents and restricted cash shown above to amounts reported within the Condensed Consolidated Balance Sheets as of June 30, 2023, December 31, 2022, June 30, 2022 and December 31, 2021 (in thousands):
June 30, 2023December 31, 2022June 30, 2022December 31, 2021
Cash and cash equivalents$118,145 $281,279 $315,595 $498,726 
Restricted cash included in prepaid expenses and other current assets3,256 417 825 757 
Cash, cash equivalents and restricted cash$121,401 $281,696 $316,420 $499,483 
See Notes to Condensed Consolidated Financial Statements.

9

9


GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(unaudited)

NOTE 1. DESCRIPTION OF BUSINESS AND BASIS OF PRESENTATION
Company Information
Groupon, Inc. and its subsidiaries, (the "Company"), which commenced operations in October 2008, operates online local commerce marketplaces throughout the worldis a global scaled two-sided marketplace that connectconnects consumers to merchants to consumers by offering goods and services, generally at a discount. Consumers access those marketplaces through the Company's websites, primarily localized groupon.com sites in many countries,our mobile applications and its mobile applications.our websites.
The Company'sOur operations are organized into two segments: North America and International. See Note 13, Segment Information.
Prior period amounts in the condensed consolidated financial statements have been adjusted to reflect discontinued operations presentation. See Note 2, Discontinued Operations and Other Business Dispositions, for additional information.

Unaudited Interim Financial Information

The Company hasWe have prepared the accompanying condensed consolidated financial statementsCondensed Consolidated Financial Statements pursuant to the rules and regulations of the Securities and Exchange Commission ("SEC")SEC for interim financial reporting. These condensed consolidated financial statementsCondensed Consolidated Financial Statements are unaudited and, in the Company'sour opinion, include all adjustments, consisting of normal recurring adjustments and accruals, necessary for a fair presentation of the Company's condensed consolidated balance sheets, statementsCondensed Consolidated Balance Sheets, Statements of operations, comprehensive income (loss)Operations and Comprehensive Income (Loss), cash flowsCash Flows and stockholders' equityStockholders' Equity (Deficit) for the periods presented. Operating resultsThese Condensed Consolidated Financial Statements and notes should be read in conjunction with the audited Consolidated Financial Statements and notes included in our Annual Report on Form 10-K for the periods presented are not necessarily indicative of the results to be expected for the full year endingended December 31, 2017. Certain information2022.
Principles of Consolidation
The Condensed Consolidated Financial Statements include the accounts of Groupon, Inc. and disclosures normally includedits wholly-owned subsidiaries, majority-owned subsidiaries over which we exercise control and variable interest entities for which we are the primary beneficiary. All intercompany accounts and transactions have been eliminated in consolidation. Outside stockholders' interests in subsidiaries are shown on the Condensed Consolidated Financial Statements as Noncontrolling interests. Investments in entities in which we do not have a controlling financial statementsinterest are accounted for at fair value as available-for-sale securities or at cost adjusted for observable price changes and impairments, as appropriate.
Going Concern
The accompanying Condensed Consolidated Financial Statements are prepared in accordance with U.S. generally accepted accounting principles ("U.S. GAAP") have been omittedapplicable to a going concern, which contemplates the realization of assets and the satisfaction of liabilities in the normal course of business. In accordance with the rulesAccounting Standards Update ("ASU") No. 2014-15, Disclosure of Uncertainties about an Entity’s Ability to Continue as a Going Concern (Subtopic 205-40), we have evaluated whether there are conditions and regulations of the SEC. These condensed consolidated financial statements and notes should be read in conjunction with the audited consolidated financial statements and notes includedevents, considered in the Company’s Annual Report on Form 10-K,aggregate, that raise substantial doubt about our ability to continue as amended,a going concern within one year after the date that the Condensed Consolidated Financial Statements are issued.
Our net cash used in operating activities was $136.0 million and $124.0 million for the yearyears ended December 31, 2016,2022 and its Current Report on Form 8-K, dated May 17, 2017.
PrinciplesDecember 31, 2021. Net cash used in operating activities was $118.6 million and $108.4 million for the six months ended June 30, 2023 and 2022. Cash and cash equivalents were $118.1 million as of Consolidation
The condensed consolidatedJune 30, 2023. We entered into a fourth amendment to the revolving credit agreement in March 2023, which reduced our borrowing capacity and modified certain financial statements include the accounts of the Company and its subsidiaries. All intercompany accounts and transactions have been eliminated in consolidation. The Company's condensed consolidated financial statements were prepared in accordance with U.S. GAAP and include the assets, liabilities, revenue and expenses of all wholly-owned subsidiaries and majority-owned subsidiaries over which the Company exercises control and variable interest entities for which the Company has determined that it is the primary beneficiary. Outside stockholders' interests in subsidiaries are shown on the condensed consolidated financial statements as "Noncontrolling interests." Equity investments in entities in which the Company does not have a controlling financial interest are accounted for under the equity method, the cost method, the fair value option or as available-for-sale securities, as appropriate.
Adoption of New Accounting Standards
The Company adopted the guidance in ASU 2017-01, Business Combinations (Topic 805) - Clarifying the Definition of a Business, on July 1, 2017. This ASU provides clarification on the definition of a business and provides guidance on whether transactions should be accounted for as acquisitions (or disposals) of assets or businesses. The guidance in ASU 2017-01 was applied in determining that the sale of customer lists and other intangible assets in certain food delivery markets,covenants as described in Note 3, Goodwill5, Financing Arrangements. The fourth amendment to the revolving credit agreement matures on May 14, 2024. The maturing credit facility together with cash outflows and Other Intangible Assets, didoperating losses indicate that we may not be able to meet our obligations over the definitionnext twelve months. These conditions and events, when considered in the aggregate, raised substantial doubt about our ability to continue as a going concern.
We are currently evaluating several different options to enhance our liquidity position. These options include, but are not limited to, pursuing additional financing from both the public and private markets and potential monetization of a business. The adoption of ASU 2017-01 did not otherwise impact the accompanying condensed consolidated financial statements.

certain non-core assets. In addition, we expect to pursue additional cost savings initiatives under

10
10

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

The Company adopted the guidanceour 2022 Cost Savings Plan (as defined in ASU 2015-11, Inventory (Topic 330) - Simplifying the Measurement of InventoryNote 9, Restructuring), on January 1, 2017. This ASU requires inventorysuch as, but not limited to, be measured at the lower of cost or net realizable value,additional restructuring actions, renegotiating contractual arrangements with certain service providers and continuing to make elective decisions to eliminate vacant positions rather than rehire. Management will also take steps designed to minimize the lower of costrisk certain payment processors will require reserves or market.holdback receivables. While management intends to improve our liquidity and our ability to meet our obligations through the plans described above, those plans are not final and are subject to market and other conditions not within our control. Accordingly, we have concluded that these plans do not alleviate substantial doubt about our ability to continue as a going concern. The adoption of ASU 2015-11 didCondensed Consolidated Financial Statements do not have a material impact on the accompanying condensed consolidated financial statements.
The Company adopted the guidance in ASU 2016-16, Intra-Entity Transfers of Assets Other Than Inventory (Topic 740), on January 1, 2017. This ASU requires immediate recognition of the income tax consequences of intercompany asset transfers other than inventory. The Company recorded a $3.2 million cumulative effect adjustment to increase its accumulated deficit as of January 1, 2017 to recognize the impact of that change in accounting policy.
Reclassifications
Certain reclassifications have been madeinclude any adjustments relating to the condensed consolidated financial statementsrecoverability and classification of prior periodsrecorded asset amounts or the amounts and classification of liabilities that might result from the accompanying notes to conform to the current period presentation.outcome of this uncertainty.
Use of Estimates
The preparation of condensed consolidated financial statements in conformity with U.S. GAAP requires management to make estimates and assumptions that affect the reported amounts and classifications of assets and liabilities, revenue and expenses, and the related disclosures of contingent liabilitiesreported in the condensed consolidated financial statementsCondensed Consolidated Financial Statements and accompanying notes. Estimates in our financial statements include, but are used for, but not limited to, stock-based compensation,the following: variable consideration from unredeemed vouchers; income taxes,taxes; leases; initial valuation and subsequent impairment testing of acquired goodwill, andother intangible assets investments,and long-lived assets; investments; receivables; customer refunds and other reserves; contingent liabilitiesliabilities; and the useful lives of property, equipment and software and intangible assets. Actual results could differ materially from those estimates.
Reclassifications
Certain reclassifications have been made to the Condensed Consolidated Financial Statements of prior periods to conform to the current period presentation.
Adoption of New Accounting Standards
There were no new accounting standards adopted during the three and six months ended June 30, 2023.
NOTE 2. DISCONTINUED OPERATIONSGOODWILL AND OTHER BUSINESS DISPOSITIONSLONG-LIVED ASSETS
In October 2016, the Company completed a strategic review of its international markets in connection with its efforts to optimize its global footprint and focus on the markets that it believes have the greatest potential to benefit the Company's long-term financial performance. Based on that review, the Company decided to focus its business on 15 core countries and to pursue strategic alternatives for its operationsWe performed an assessment in the remaining 11 countries, which were primarily based in Asiafirst and Latin America. As described below,second quarters of 2023 and did not identify a triggering event that would have required us to test for impairment for the dispositionsperiods.
We determined the impact to our business from the new variant of COVID-19 during the Company's operations in those 11 countries were completed between November 2016first quarter of 2022 and March 2017.
A business dispositiona downward revision of our forecast during the second quarter of 2022 required us to evaluate our goodwill and long-lived assets for impairment. In order to evaluate goodwill and long-lived assets for impairment, we compared the fair value of our two reporting units, North America and International, and our asset groups to their carrying values. In determining the fair values of our reporting units and asset groups, we used the discounted cash flow method under the income approach that represents a strategic shiftuses Level 3 inputs. Our interim quantitative assessment for the first quarter of 2022 did not identify any goodwill or long-lived asset impairment. For the three and has (or will have) a major effect on an entity's operationssix months ended June 30, 2022, we recognized $35.4 million of goodwill impairment within our International reporting unit and financial results is reported as a discontinued operation. The Company$8.8 million of long-lived asset impairment related to certain asset groups within our International reporting unit. We also determined that the decision reached by its managementcarrying amount of certain right-of-use assets related to our 2020 restructuring plan were not fully recoverable and Boardrecognized impairment of Directors to exit those 11 non-core countries, which comprised a substantial majority of its operations outside of North America and EMEA, represented a strategic shift in its business. Additionally, based on its review of quantitative and qualitative factors relevant to the dispositions, the Company determined that the disposition of the businesses in those 11 countries would have a major effect on its operations and financial results. As such, the financial position and results of operations and cash flows for its operations in those 11 countries, including the gains and losses on the dispositions and related income tax effects, are presented as discontinued operations in the accompanying condensed consolidated financial statements as of December 31, 2016 and$1.2 million within our International reporting unit for the three months and ninesix months ended SeptemberJune 30, 2017 and 2016.
Groupon Israel

On March 21, 2017, the Company sold an 83% controlling stake in its subsidiary in Israel. The Company recognized a pretax gain on the disposition of $1.8 million, which represents the excess of (a) the sum of (i) $2.3 million in net consideration received, consisting of the $0.4 million fair value of its retained minority investment and $2.0 million that the acquirer paid into an escrow account that will be settled within 12 months of closing, less $0.1 million in transaction costs, and (ii) a $0.2 million cumulative translation gain, which was reclassified to earnings, over (b) the $0.7 million net book value upon the closing of the transaction. The amount of cash proceeds to be received in connection with this transaction may change due to final working capital adjustments. See Note 4, Investments, for additional information about this transaction.


2022.

11
11

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

Goodwill
Groupon SingaporeAs of June 30, 2023 and December 31, 2022, the balance of our goodwill was $178.7 million. There was no goodwill activity during the six months ended June 30, 2023. All goodwill is within our North America segment, which had a negative carrying value as of June 30, 2023.


On March 10, 2017, the Company sold its subsidiary in Singapore in exchange for a convertible debt investment in the acquirer. Long-Lived Assets
The Company recognized a pretax loss on the disposition of $0.5 million, which represents the excess of (a) the sum of (i) the $0.5 million net book value upon closing of the transaction and (ii) a $1.1 million cumulative translation loss, which was reclassified to earnings, over (b) $1.1 million in net consideration received, consisting of the $1.6 million fair value of the investment acquired, less $0.5 million in transaction costs. The Company did not receive any cash proceeds in connection with the transaction. See Note 4, Investments, for additional information about this transaction.

Groupon Hong Kong

On March 3, 2017, the Company sold its subsidiary in Hong Kong. The Company recognized a pretax gain on the disposition of $0.3 million, consisting of the $0.2 million negative net book value upon closing of the transaction and $0.1 million in net consideration received, consisting of $0.2 million received in cash, less $0.1 million in transaction costs.
Groupon Latin America

On February 16, 2017 and March 9, 2017, the Company sold its subsidiaries in Argentina, Chile, Colombia, Peru, Mexico, and Brazil in two transactions with the same counterparty. The Company recognized a net pretax loss on the dispositions of $2.9 million, which represents the excess of (a) the sum of (i) a $2.1 million unfavorable contract liability for transition services, (ii) a $5.4 million indemnification liability and (iii) the $13.6 million net book value upon closing of the transactions, over (b) the sum of (i) a $15.7 million cumulative translation gain, which was reclassified to earnings, and (ii) $2.5 million in net consideration received, consisting of $3.2 million in net cash proceeds, less $0.7 million in transaction costs. The amount of net cash proceeds received in connection with these transactions may change due to final working capital adjustments.

November 2016 Dispositions within Discontinued Operations

In connection with the strategic initiative to exit 11 non-core countries as discussed above, the Company sold its subsidiary in Malaysia and ceased operations in South Africa in November 2016. The results of the Company's operations in Malaysia and South Africa are presented within discontinued operations in the accompanying condensed consolidated financial statementsfollowing table summarizes long-lived asset impairment by asset type for the three and ninesix months ended SeptemberJune 30, 2016.2022 (in thousands):
Three and Six Months Ended June 30, 2022
Property, equipment and software, net
Leasehold improvements$1,632 
Computer hardware1,323 
Other property, equipment and software, net416 
Total Property, equipment and software, net3,371 
Right-of-use assets - operating leases, net (1)
6,620 
Total long-lived asset impairment$9,991 

Results(1)Includes right-of-use asset impairment of Discontinued Operations$1.2 million presented within Restructuring and Assetsrelated charges during the three and Liabilities of Discontinued Operations

six months ended June 30, 2022.
The following table summarizes the major classesintangible assets as of line items included in income (loss) from discontinued operations, net of tax, for the threeJune 30, 2023 and nine months ended September 30, 2017 and 2016December 31, 2022 (in thousands):
  Three Months Ended September 30, Nine Months Ended September 30,
  
2017 (1) (2)
 2016 
2017 (1) (2)
 2016
Third-party and other revenue $
 $26,027
 $12,602
 $74,519
Direct revenue 
 7,886
 2,962
 25,200
Third-party and other cost of revenue 
 (5,582) (2,557) (16,994)
Direct cost of revenue 
 (7,482) (3,098) (24,439)
Marketing expense 
 (3,110) (1,239) (8,393)
Selling, general and administrative expense (500) (19,288) (11,784) (55,729)
Restructuring 
 (296) (778) (1,610)
Other income, net 
 889
 3,852
 2,249
Income (loss) from discontinued operations before loss on dispositions and provision for income taxes (500) (956) (40) (5,197)
Loss on dispositions (362) 
 (1,630) 
Provision for income taxes 
 (389) (81) (1,168)
Income (loss) from discontinued operations, net of tax $(862) $(1,345) $(1,751) $(6,365)

(1)The income (loss) from discontinued operations before loss on dispositions and provision for income taxes for the three and nine months ended September 30, 2017 includes the results of each business through its respective disposition date.


12

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

(2)
Selling, general and administrative expense from discontinued operations for the three and nine months ended September 30, 2017 includes increases to contingent liabilities under indemnification agreements. See Note 7, Commitments and Contingencies, for information about indemnification obligations related to discontinued operations.
The following table summarizes the carrying amounts of the major classes of assets and liabilities classified as discontinued operations in the consolidated balance sheet as of December 31, 2016 (in thousands):

  December 31, 2016
Cash $28,866
Accounts receivable, net 15,386
Prepaid expenses and other current assets 18,994
Property, equipment and software, net 1,554
Goodwill 9,411
Other non-current assets 1,041
Assets of discontinued operations $75,252
   
Accounts payable $722
Accrued merchant and supplier payables 29,705
Accrued expenses and other current liabilities 16,625
Deferred income taxes 2,501
Other non-current liabilities 426
Liabilities of discontinued operations $49,979
Other Business Dispositions
Groupon Russia

On April 12, 2016, the Company sold its subsidiary in Russia ("Groupon Russia"). The Company recognized a pretax gain on the disposition of $8.9 million, consisting of Groupon Russia's $1.6 million negative net book value upon the closing of the transaction and its $7.7 million cumulative translation gain, which was reclassified to earnings, less $0.4 million in transaction costs. The Company did not receive any proceeds in connection with the transaction.

Breadcrumb

On May 9, 2016, the Company sold its point of sale business ("Breadcrumb") in exchange for a minority investment in the acquirer. The Company recognized a pretax gain on the disposition of $0.4 million, which represents the excess of (a) $8.2 million in net consideration received, consisting of the $8.3 million fair value of the investment acquired, less $0.1 million in transaction costs, over (b) the $7.8 million net book value of Breadcrumb upon the closing of the transaction. The Company did not receive any cash proceeds in connection with the transaction.

Groupon Indonesia

On August 5, 2016, the Company sold its subsidiary in Indonesia ("Groupon Indonesia") in exchange for a minority investment in the acquirer. The Company recognized a pretax gain on the disposition of $2.1 million, which represents the excess of $2.4 million in net consideration received, consisting of the $2.7 million fair value of the investment acquired, less $0.3 million in transaction costs, over the sum of (i) the $0.1 million net book value of Groupon Indonesia upon closing of the transaction and (ii) its $0.2 million cumulative translation loss, which was reclassified to earnings. The Company did not receive any cash proceeds in connection with the transaction.



13

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

3. GOODWILL AND OTHER INTANGIBLE ASSETS
The following table summarizes the Company's goodwill activity by segment for the nine months ended September 30, 2017 (in thousands):
  North America EMEA Rest of World International Consolidated
Balance as of December 31, 2016 $178,685
 $89,747
 $6,119
 $
 $274,551
Foreign currency translation 
 
 
 10,885
 10,885
Reallocation to new segment 
 (89,747) (6,119) 95,866
 
Balance as of September 30, 2017 $178,685
 $
 $
 $106,751
 $285,436
As discussed in Note 13, Segment Information, the Company updated its segments in the first quarter of 2017 to report two segments: North America and International. As a result of the change in segments, the Company combined its Northern EMEA, Southern EMEA and Central EMEA reporting units into a single EMEA reporting unit, which is one level below the International segment. As a result of the change in reporting units, the Company performed a qualitative assessment of potential goodwill impairment for the new EMEA reporting unit and performed separate qualitative assessments of potential goodwill impairment for the Northern EMEA, Southern EMEA and Central EMEA previous reporting units immediately prior to the change. The Company also performed a qualitative assessment of potential goodwill impairment for the remainder of its Asia Pacific reporting unit following the dispositions of businesses in that reporting unit during the first quarter of 2017. Based on those assessments, which considered current market conditions, recent business performance and the amounts by which fair values exceeded carrying values in quantitative impairment tests performed as of October 1, 2016, the Company determined that the likelihood of a goodwill impairment did not reach the more-likely-than not threshold specified in U.S. GAAP for any of the reporting units that were evaluated.  Accordingly, the Company concluded that goodwill related to those reporting units was not impaired and further quantitative testing was not required to be performed.  In addition, the Company sold all of the operations of its Latin America reporting unit in the first quarter of 2017 and the goodwill of that reporting unit was included in the net book value that was derecognized. See Note 2, Discontinued Operations and Other Dispositions, for information about the dispositions of operations in Asia and Latin America.

The following table summarizes the Company's intangible assets (in thousands):
  September 30, 2017 December 31, 2016
Asset Category Gross Carrying Value Accumulated Amortization Net Carrying Value Gross Carrying Value Accumulated Amortization Net Carrying Value
Customer relationships $56,276
 $44,528
 $11,748
 $59,340
 $40,002
 $19,338
Merchant relationships 11,511
 9,474
 2,037
 12,015
 8,475
 3,540
Trade names 11,999
 9,779
 2,220
 11,534
 8,004
 3,530
Developed technology 36,759
 34,499
 2,260
 38,388
 30,197
 8,191
Patents 18,522
 14,877
 3,645
 17,259
 14,020
 3,239
Other intangible assets 10,812
 8,694
 2,118
 14,044
 8,967
 5,077
Total $145,879
 $121,851
 $24,028
 $152,580
 $109,665
 $42,915


14

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

June 30, 2023December 31, 2022
Gross Carrying ValueAccumulated AmortizationNet Carrying ValueGross Carrying ValueAccumulated AmortizationNet Carrying Value
Merchant relationships$18,699 $16,470 $2,229 $17,912 $14,327 $3,585 
Trade names9,441 8,590 851 9,340 8,382 958 
Patents14,024 7,107 6,917 13,341 6,701 6,640 
Other intangible assets16,709 12,138 4,571 17,517 11,059 6,458 
Total$58,873 $44,305 $14,568 $58,110 $40,469 $17,641 
Amortization of intangible assets is computed using the straight-line method over their estimated useful lives, which range from 1 to 510 years. Amortization expense related to intangible assets from continuing operations was $6.0$2.1 million and $4.4$2.1 million for the three months ended SeptemberJune 30, 20172023 and 2016, respectively,2022 and $17.6$4.2 million and $13.6$4.3 million for the ninesix months ended SeptemberJune 30, 20172023 and 2016, respectively. There was no amortization expense related to intangible assets from discontinued operations for the three and nine months ended September 30, 2017 and 2016.2022. As of SeptemberJune 30, 2017, the Company's2023, estimated future amortization expense related to intangible assets is as follows (in thousands):

Remaining amounts in 2023$3,608 
20244,316 
20252,805 
20261,934 
20271,257 
Thereafter648 
Total$14,568 
NOTE 3. INVESTMENTS
Remaining amounts in 2017 $5,338
2018 10,585
2019 6,555
2020 1,045
2021 406
Thereafter 99
Total $24,028
SaleAs of Intangible Assets

On September 15, 2017, the Company sold customer listsJune 30, 2023 and December 31, 2022, our carrying value in other intangible assets in certain food delivery markets to a subsidiary of Grubhub Inc. ("Grubhub"). The Company recognized a pretax gain on the sale of assets of $17.1equity investments was $119.5 million, which represents the excess of the $19.8 millionrelates to our non-controlling interest in net proceeds received, consisting of $18.5 million received in cash and $1.5 million that the acquirer paid into an escrow account that will be settled within 12 months of closing, less $0.2 million in transaction costs, over the $2.7 million net book value of the assets upon closing of the transaction. See Note 9, Restructuring, for additional information.

4. INVESTMENTS
The following table summarizes the Company's investments (dollars in thousands):SumUp Holdings S.a.r.l. ("SumUp"), a privately-held mobile
12
 September 30, 2017 Percent Ownership of Voting Stock December 31, 2016 Percent Ownership of Voting Stock
Available-for-sale securities:       
Convertible debt securities$11,232
   $10,038
  
Redeemable preferred shares15,552
 19%to25% 17,444
 19%to25%
Total available-for-sale securities26,784
   27,482
  
Cost method investments25,236
 1%to19% 31,816
 1%to19%
Fair value option investments77,484
 10%to24% 82,584
 41%  
Total investments$129,504
   $141,882
  


15

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

payments company. Our available-for-sale securities and fair value option investments had a carrying value of zero. There were no changes in fair value of our investments for the three and six months ended June 30, 2023.
The following table summarizes the amortized cost, gross unrealized gain, gross unrealized loss and fair valueour percentage ownership in our investments as of the Company's available-for-sale securitiesdates noted below:
June 30, 2023 and December 31, 2022
Other equity investments1%to19%
Available-for-sale securities1%to19%
Fair value option investments10%to19%
NOTE 4. SUPPLEMENTAL CONDENSED CONSOLIDATED BALANCE SHEETS AND STATEMENTS OF OPERATIONS INFORMATION
The following table summarizes Prepaid expenses and other current assets as of SeptemberJune 30, 20172023 and December 31, 2016, respectively2022 (in thousands):
June 30, 2023December 31, 2022
Prepaid expenses$11,766 $16,048 
Income taxes receivable6,990 6,691 
Deferred cloud implementation cost, net10,751 9,362 
Other9,482 9,000 
Total prepaid expenses and other current assets$38,989 $41,101 
 September 30, 2017 December 31, 2016
 Amortized Cost Gross Unrealized Gain 
Gross Unrealized Loss (1)
 Fair Value Amortized Cost Gross Unrealized Gain 
Gross Unrealized Loss (1)
 Fair Value
Available-for-sale securities:               
Convertible debt securities$10,009
 $1,333
 $(110) $11,232
 $8,453
 $1,691
 $(106) $10,038
Redeemable preferred shares18,375
 
 (2,823) 15,552
 18,375
 
 (931) 17,444
Total available-for-sale securities$28,384
 $1,333
 $(2,933) $26,784
 $26,828
 $1,691
 $(1,037) $27,482
(1)As of September 30, 2017, one security in an unrealized loss position of $2.8 million has been in an unrealized loss position for greater than 12 months.
Fair Value Option Investments
In connection with the dispositionsThe following table summarizes Other non-current assets as of controlling stakes in Ticket Monster, an entity based in the Republic of Korea, in May 2015 and Groupon India in August 2015, the Company obtained minority investments in Monster Holdings LP ("Monster LP") and in GroupMax Pte Ltd. ("GroupMax," d/b/a "Nearbuy"), respectively. The Company has made an irrevocable election to account for both of these investments at fair value with changes in fair value reported in earnings. The Company elected to apply fair value accounting to these investments because it believes that fair value is the most relevant measurement attribute for these investments, as well as to reduce operational and accounting complexity.
Monster LP

In February 2017, the Company participated in a recapitalization transaction with Monster LP whereby it exchanged all 61,484,539 of its Class B units for 16,609,195 newly issued Class A-1 units. The Class B units previously held by the Company were then distributed from Monster LP to its controlling investor group and certain other existing unit holders. Upon closing of the transaction, the Company owns 57% of the outstanding Class A-1 units, which represents 9% of the total outstanding partnership units.

Following the February 2017 recapitalization transaction, the Class A-1 units are entitled to a $150.0 million liquidation preference, including an $85.0 million liquidation preference attributable to the Class A-1 units held by the Company, which must be paid prior to any distributions to the holders of the Class A-2, Class B and Class C units. Class A-1 unit holders are also entitled to share in distributions between $950.0 million and $1,494.0 million in accordance with the terms of Monster LP's distribution waterfall and in distributions in excess of $1,494.0 million based on their pro rata ownership of total outstanding partnership units. As a result of the February 2017 recapitalization transaction, the Company currently holds an investment in the most senior equity units in Monster LP’s capital structure. However, while providing more downside protection, those Class A-1 units provide less opportunity for appreciation than the Class B units previously held by the Company.
To determine the fair value of the Company’s investment in Monster LP each period, the first step was to estimate the fair value of Monster LP in its entirety. The Company primarily used the discounted cash flow method, which is an income approach, to estimate the fair value of Monster LP. The key inputs to determining fair value under that approach are cash flow forecasts and discount rates. As of SeptemberJune 30, 20172023 and December 31, 2016, the Company applied a discount rate of 22% in its discounted cash flow valuation of Monster LP. 2022 (in thousands):
June 30, 2023December 31, 2022
Deferred contract acquisition costs, net$3,591 $4,815 
Deferred cloud implementation costs, net11,287 17,684 
Other3,894 4,992 
Total other non-current assets$18,772 $27,491 
The Company also used a market approach valuation technique, which is based on market multiples of guideline companies, to determine the fair value of Monster LPfollowing table summarizes Accrued expenses and other current liabilities as of SeptemberJune 30, 20172023 and December 31, 2016. The discounted cash flow2022 (in thousands):
June 30, 2023December 31, 2022
Refund reserve$8,706 $11,072 
Compensation and benefits14,151 15,005 
Accrued marketing6,025 19,596 
Restructuring-related liabilities2,196 4,782 
Customer credits30,316 36,220 
Operating lease obligations16,289 37,525 
Other (1)
41,541 47,252 
Total accrued expenses and other current liabilities$119,224 $171,452 
(1)Includes certain payroll taxes deferred under the Coronavirus Aid, Relief and market multiple valuations were then evaluated and weighted to determine the amount that is most representativeEconomic Security ("CARES") Act of the fair value$2.7 million as of the investee. Once the Company determined the fair value of Monster LP, it then determined the

December 31, 2022. This balance was paid in January 2023.

13
16

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

fair value of its specific investment in that entity. Monster LP has a complex capital structure, so the Company applied an option-pricing model that considers the liquidation preferences of the investee’s respective classes of ownership interests to determine the fair value of the Company’s investment in the entity.

Based on the above procedures, the Company determined that the fair value of its investment in Monster LP was $77.2 million and $78.7 million, respectively, as of September 30, 2017 and December 31, 2016. The Company recognized a loss of $3.8 million and a gain of $2.3 million for the three months ended September 30, 2017 and 2016, respectively, and a loss of $1.5 million and a gain of $0.9 million for the nine months ended September 30, 2017 and 2016, respectively, from changes in the fair value of its investment.

GroupMax

To determine the fair value of the Company’s investment in GroupMax each period, the Company applies the same methodology as described above for Monster LP. The Company determined that the fair value of its investment in GroupMax was $0.3 million and $3.9 million, respectively, as of September 30, 2017 and December 31, 2016. The Company recognized losses of $0.2 million and $3.9 million for the three months ended September 30, 2017 and 2016, respectively, and losses of $3.6 million and $8.2 million for the nine months ended September 30, 2017 and 2016, respectively, from changes in the fair value of its investment.

Other Investments
In July 2017, the Company sold a cost method investment for total consideration of $16.0 million, consisting of $14.7 million received in cash and $1.3 million that the acquirer paid into an escrow account that will be settled within 18 months of closing. The Company recognized a pretax gain on the disposition of $7.6 million, which is classified within "Other income (expense), net" on the consolidated statement of operations.

In March 2017, the Company acquired a convertible debt instrument of a company that connects consumers with fitness, beauty and wellness businesses in Asia, as consideration for the sale of Groupon Singapore. The convertible debt instrument was recorded at its $1.6 million acquisition date fair value and is accounted for as an available-for-sale security.

In March 2017, in connection with the disposition of Groupon Israel, the Company retained a minority investment in the entity. The investment was recorded at its $0.4 million fair value at initial recognition and is accounted for as a cost method investment.

5. SUPPLEMENTAL CONSOLIDATED BALANCE SHEETS AND STATEMENTS OF OPERATIONS INFORMATION
The following table summarizes the Company's otherOther non-current liabilities as of June 30, 2023 and December 31, 2022 (in thousands):
June 30, 2023December 31, 2022
Contingent income tax liabilities$11,451 $11,213 
Deferred income taxes3,154 3,100 
Other2,392 4,273 
Total other non-current liabilities$16,997 $18,586 
The following table summarizes Other income (expense), net for the three and ninesix months ended SeptemberJune 30, 20172023 and 2016 (in thousands):
  Three Months Ended September 30, Nine Months Ended September 30,
  2017 2016 2017 2016
Interest income $894
 $549
 $2,155
 $1,258
Interest expense (5,156) (5,882) (15,423) (11,956)
Gains (losses), net on changes in fair value of investments (3,955) (1,594) (5,100) (7,301)
Gain on sale of investment 7,624
 
 7,624
 
Foreign currency gains (losses), net (1)
 8,186
 (504) 19,063
 3,503
Other (47) (486) 503
 (2,056)
Other income (expense), net $7,546
 $(7,917) $8,822
 $(16,552)


17


(1)
Foreign currency gains (losses), net includes a $0.2 million cumulative translation gain for the nine months ended September 30, 2016 that was reclassified to earnings as a result of the Company's exit from certain countries as part of its restructuring plan. Refer to Note 9, Restructuring, for additional information.
The following table summarizes the Company's prepaid expenses and other current assets as of September 30, 2017 and December 31, 20162022 (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
Interest income$4,276 $1,458 $8,747 $2,773 
Interest expense(5,494)(3,206)(11,115)(6,089)
Foreign currency gains (losses), net and other(3,587)(19,592)633 (22,904)
Other income (expense), net$(4,805)$(21,340)$(1,735)$(26,220)
 September 30, 2017 December 31, 2016
Finished goods inventories$25,205
 $31,042
Prepaid expenses44,936
 34,132
Income taxes receivable12,933
 11,495
Value-added tax receivable8,037
 5,965
Other8,744
 11,807
Total prepaid expenses and other current assets$99,855
 $94,441
The following table summarizes the Company's accrued merchant and supplier payables as of September 30, 2017 and December 31, 2016 (in thousands):
 September 30, 2017 December 31, 2016
Accrued merchant payables$421,334
 $428,187
Accrued supplier payables (1)
176,917
 342,805
Total accrued merchant and supplier payables$598,251
 $770,992
(1)Amounts include payables to suppliers of inventories and providers of shipping and fulfillment services.
The following table summarizes the Company's accrued expenses and other current liabilities as of September 30, 2017 and December 31, 2016 (in thousands):
 September 30, 2017 December 31, 2016
Refunds reserve$25,469
 $33,104
Compensation and benefits58,803
 55,590
Customer credits39,540
 42,003
Restructuring-related liabilities9,844
 16,395
Income taxes payable13,050
 10,847
Deferred revenue30,685
 35,890
Current portion of capital lease obligations25,294
 28,889
Other121,868
 143,738
Total accrued expenses and other current liabilities$324,553
 $366,456


18


The following table summarizes the Company's other non-current liabilities as of September 30, 2017 and December 31, 2016 (in thousands):
 September 30, 2017 December 31, 2016
Long-term tax liabilities$47,995
 $41,611
Capital lease obligations17,062
 19,719
Other37,329
 38,298
Total other non-current liabilities$102,386
 $99,628
The following table summarizes the components of accumulated other comprehensive income (loss) as of September 30, 2017 and December 31, 2016 (in thousands):
 Foreign currency translation adjustments Unrealized gain (loss) on available-for-sale securities Pension adjustments Total
Balance as of December 31, 2016$58,249
 $388
 $(585) $58,052
Other comprehensive income (loss) before reclassification adjustments(12,354) (938) 
 (13,292)
Reclassification adjustments included in net income (loss)(14,905) (1,341) 585
 (15,661)
Other comprehensive income (loss)(27,259) (2,279) 585
 (28,953)
Balance as of September 30, 2017$30,990
 $(1,891) $
 $29,099
6.NOTE 5. FINANCING ARRANGEMENTS
Convertible Senior Notes due 2026
On April 4, 2016, the Company issued $250.0 million in aggregate principal amount ofThe convertible senior notes due 2026 (the "Notes""2026 Notes") in a private placement to A-G Holdings, L.P. ("Atairos"). The net proceeds from this offering were $243.2 million after deducting issuance costs. The Notes bear interest at a rate of 3.25%1.125% per annum, payable annuallysemiannually in arrears on April 1March 15 and September 15 of each year, which began on April 1, 2017.with an annual effective interest rate of 1.83%. The 2026 Notes will mature on April 1, 2022,March 15, 2026, subject to earlier conversionrepurchase, redemption or redemption.
Each $1,000 of principal amount of the Notes initially is convertible into 185.1852 shares of common stock, which is equivalent to an initial conversion price of $5.40 per share, subject to adjustment upon the occurrence of specified events. Upon conversion, the Company can elect to settle the conversion value in cash, shares of its common stock, or any combination of cash and shares of its common stock. Holders of the Notes may convert their Notes at their option at any time until the close of business on the scheduled trading day immediately preceding the maturity date. In addition, if specified corporate events occur prior to the maturity date, the Company may be required to increase the conversion rate for holders who elect to convert based on the effective date of such event and the applicable stock price attributable to the event, as set forth in a table contained in the indenture governing the Notes (the "Indenture").
With certain exceptions, upon a fundamental change (as defined in the Indenture), the holders of the Notes may require the Company to repurchase all or a portion of their Notes for cash at a purchase price equal to the principal amount plus accrued and unpaid interest. In addition, the Company may redeem the Notes, at its option, at a purchase price equal to the principal amount plus accrued and unpaid interest on or after April 1, 2020, if the closing sale price of the common stock exceeds 150% of the then-current conversion price for 20 or more trading days in the 30 consecutive trading day period preceding the Company’s exercise of this redemption right.
The Notes are senior unsecured obligations of the Company that rank equal in right of payment to all senior unsecured indebtedness of the Company and rank senior in right of payment to any indebtedness that is contractually subordinated to the Notes.


19

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

The Indenture includes customary events of default. If an event of default, as defined in the Indenture, occurs and is continuing, the principal amount of the Notes and any accrued and unpaid interest may be declared immediately due and payable. In the case of bankruptcy or insolvency, the principal amount of the Notes and any accrued and unpaid interest would automatically become immediately due and payable.
The Company has separated the Notes into their liability and equity components in the accompanying condensed consolidated balance sheet. The carrying amount of the liability component was calculated by measuring the fair value of a similar liability that does not have an associated conversion feature. The carrying amount of the equity component, representing the conversion option, was determined by deducting the fair value of the liability component from the principal amount of the Notes. The difference between the principal amount of the Notes and the liability component (the "debt discount") is amortized to interest expense at an effective interest rate of 9.75% over the term of the Notes. The equity component of the Notes is included in additional paid-in capital in the condensed consolidated balance sheet and is not remeasured as long as it continues to meet the conditions for equity classification.
The Company incurred transaction costs of approximately $6.8 million related to the issuance of the Notes. Those transaction costs have been allocated to the liability and equity components in the same manner as the allocation of the proceeds from the Notes. Transaction costs attributable to the liability component of $4.8 million were recorded as a debt discount in the condensed consolidated balance sheet and are being amortized to interest expense over the term of the Notes. Transaction costs attributable to the equity component of $2.0 million were recorded in stockholders' equity as a reduction of the equity component.conversion.
The carrying amount of the 2026 Notes consisted of the following as of June 30, 2023 and December 31, 2022 (in thousands):
June 30, 2023December 31, 2022
Principal amount$230,000 $230,000 
Less: debt discount(4,307)(5,077)
Net carrying amount of liability$225,693 $224,923 
 September 30, 2017 December 31, 2016
Liability component:   
Principal amount$250,000
 $250,000
Less: debt discount(63,041) (71,005)
Net carrying amount of liability component$186,959
 $178,995
    
Net carrying amount of equity component$67,014
 $67,014
The estimated fair value of the Notes was $289.1 million and $237.4 million as of September 30, 2017 and December 31, 2016, respectively, and was determined using a lattice model. The CompanyWe classified the fair value of the 2026 Notes as a Level 3 measurement due to the lack of observable market data over fair value inputs such as itsour stock price volatility over the term of the 2026 Notes and itsour cost of debt.
As of September 30, 2017, the remaining term The estimated fair value of the 2026 Notes is approximately 4 years, 6 months. as of June 30, 2023 and December 31, 2022 was $86.7 million and $133.1 million and was determined using a lattice model.
During the three and ninesix months ended SeptemberJune 30, 20172023 and 2016, the Company2022, we recognized interest costcosts on the 2026 Notes as follows (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
Contractual interest$647 $647 $1,294 $1,294 
Amortization of debt discount386 379 770 757 
Total$1,033 $1,026 $2,064 $2,051 
 Three Months Ended September 30, Nine Months Ended September 30,
 2017 2016 2017 2016
Contractual interest cost based on 3.25% of the principal amount per annum$2,032
 $2,032
 $6,096
 $4,063
Amortization of debt discount2,722
 2,458
 7,964
 4,854
Total interest cost$4,754
 $4,490
 $14,060
 $8,917
Capped Call Transactions


20

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

Note Hedges and Warrants
In May 2016,connection with the Company purchased convertible note hedges with respect2026 Notes, we entered into privately-negotiated capped call transactions. The capped call transactions cover, subject to itscustomary adjustments, the number of shares of common stock for a cost of $59.1 million from certain bank counterparties.initially underlying the 2026 Notes. The convertible note hedges provide the Company with the rightcapped call transactions are expected generally to purchase upreduce potential dilution to 46.3 million shares of the Company'sour common stock at an initial strike price of $5.40 per share, which corresponds to the initial conversion price of the Notes, and are exercisable by the Company upon any conversion of the Notes. The convertible note hedges2026 Notes and/or offset any cash payments we are intendedrequired to reduce the potential economic dilution upon conversionmake in excess of the Notes.principal amount of converted notes, with such reduction and/or offset subject to a cap initially equal to $104.80 (which represents a premium of 100% over the last reported sale price of our common stock on The convertible note hedges are separate transactions and are not part ofNasdaq Global Select Market on March 22, 2021), subject to certain adjustments under the terms of the Notes. Holders of the Notes do not have any rights with respect to the convertible note hedges.capped call transactions.
Revolving Credit Agreement
In May 2016, the Company also sold warrants for total cash proceeds of $35.5 million to certain bank counterparties. The warrants provide the counterparties with the right to purchase up to 46.3 million shares of the Company's common stock at2019, we entered into a strike price of $8.50 per share. The warrants expire on various dates between July 1, 2022 and August 26, 2022 and are exercisable on their expiration dates. The warrants are separate transactions and are not part of the terms of the Notes or convertible note hedges. Holders of the Notes and convertible note hedges do not have any rights with respect to the warrants.
The amounts paid and received for the convertible note hedges and warrants have been recorded in additional paid-in capital in the condensed consolidated balance sheet as of September 30, 2017. The convertible note hedges and warrants are not remeasured as long as they continue to meet the conditions for equity classification. The amounts paid for the convertible note hedges are tax deductible over the term of the Notes, while the proceeds received from the warrants are not taxable. 
Under the if-converted method, the shares of common stock underlying the conversion option in the Notes are included in the diluted earnings per share denominator and the interest expense on the Notes, net of tax, is added to the numerator. However, upon conversion, there will be no economic dilution from the Notes, as exercise of the convertible note hedges eliminates any dilution from the Notes that would have otherwise occurred when the price of the Company’s common stock exceeds the conversion price. Taken together, the purchase of the convertible note hedges and sale of warrants are intended to offset any actual dilution from the conversion of these Notes and to effectively increase the overall conversion price from $5.40 to $8.50 per share. Based on the closing price of the Company's common stock of $5.20 on September 30, 2017, the if-converted value of the Notes was less than the principal amount.
Revolving Credit Agreement
The Company'ssecond amended and restated senior secured revolving credit agreement, which matures on May 14, 2024, as amended from time to time (the "Amended Credit Agreement"). Most recently, in March 2023, we entered into a fourth amendment to the revolving credit agreement (the "Fourth Amendment" and Restatedtogether with the Amended Credit Agreement the "Existing Credit Agreement") providesto modify certain financial covenants and provide for aggregate principal borrowings of upadditional flexibility in our operations, among other changes, including certain modifications to $250.0 million and matures in June 2019. Borrowings(i) our requirements to maintain a monthly minimum liquidity balance (including any undrawn amounts under the Amended and Restatedrevolving credit facility) of at least $50.0 million, (ii) the calculation of EBITDA under the Existing Credit Agreement, bear interest, at(iii) mandatory prepayment requirements and (iv) certain affirmative covenants. In addition, the Company's option, at a rate per annum equalFourth Amendment reduced our borrowing capacity under our senior secured revolving credit facility from $150.0 million to the Alternate Base Rate or Adjusted LIBO Rate (each as defined in the Amended and Restated Credit Agreement) plus an additional margin ranging between 0.50% and 2.25%. The Company is required to pay quarterly commitment fees ranging from 0.25% to 0.40% per annum of the average daily amount of unused commitments available under the Amended and Restated Credit Agreement. The Amended and Restated Credit Agreement also$75.0 million, which provides for the issuance of up to $45.0$75.0 million in letters of credit, provided that the sum of outstanding borrowings and letters of credit doesdo not exceed the maximum funding commitment of $250.0$75.0 million.
The AmendedWe deferred debt issuance costs of $4.6 million in aggregate in connection with the Existing Credit Agreement. Deferred debt issuance costs are included within Other non-current assets on the Condensed Consolidated Balance Sheet as of June 30, 2023 and Restated Credit Agreement is secured by substantially allare amortized to interest expense over the term of the Company's and its subsidiaries' tangible and intangible assets, including a pledgerespective agreement.
As of 100% ofJune 30, 2023, we were in compliance with the outstanding capital stock of substantially all of its direct and indirect domestic subsidiaries and 65% ofcovenants under our Existing Credit Agreement. Non-compliance with the shares or equity interests of first-tier foreign subsidiaries and each U.S. entity whose assets substantially consist of capital stock and/or intercompany debt of one or more foreign subsidiaries, subject to certain exceptions. Certain of the Company's domestic subsidiaries are guarantorscovenants under the Amended and RestatedExisting Credit Agreement.
The Amended and Restated Credit Agreement contains various customary restrictive covenants that limit the Company's ability to, among other things: incur additional indebtedness; make dividend and other restricted payments, including share repurchases; enter into sale or leaseback transactions; make investments, loans or advances; grant or incur liens on assets; sell assets; engage in mergers, consolidations, liquidations or dissolutions; and engage in transactions with affiliates. The Amended and Restated Credit Agreement requires the Company to maintain compliance with specified financial covenants, comprised of a minimum fixed charge coverage ratio, a maximum leverage ratio, a maximum senior secured indebtedness ratio and a minimum liquidity ratio, each as set forth in the Amended and Restated Credit Agreement. The Company is also required to maintain, as of the last day of each fiscal quarter, unrestricted cash of at least $400.0 million, including $200.0 million in accounts held with lenders under the Amended and Restated Credit Agreement or their affiliates. Non-compliance with these covenants may result in termination of the commitments under the Amendedthereunder and Restated Credit Agreement andthen any then outstanding borrowings may be declared due and payable immediately. The Company hasWe have the right to terminate the Amended and RestatedExisting Credit Agreement or reduce the available commitments at any time.

Amounts committed to outstanding borrowings and letters of credit under our Existing Credit Agreement as of June 30, 2023 and our Amended Credit Agreement as of December 31, 2022 were as follows (in thousands):
June 30, 2023December 31, 2022
Borrowings$46,700 $75,000 
Letters of credit24,545 24,900 

14
21

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

As of September 30, 2017 and December 31, 2016, the Company had no borrowings under the Amended and Restated Credit Agreement. As of September 30, 2017 and December 31, 2016, the Company had outstanding letters of credit of $16.5 million and $11.1 million, respectively, under the Amended and Restated Credit Agreement.
7.NOTE 6. COMMITMENTS AND CONTINGENCIES
The Company'sOur contractual obligations and commitments and future sublease income under our contractually obligated operating subleases as of SeptemberJune 30, 20172023 and through the date of this report, did not materially change from the amounts set forth in the Company's 2016our 2022 Annual Report on Form 10-K.
We sublease a portion of 600 West Chicago to Uptake, Inc. "Uptake." In the first quarter of 2023, we initiated a lawsuit against Uptake in the Circuit Court of Cook County for breach of the lease agreement and that lawsuit remains pending.
Legal Matters and Other Contingencies
From time to time, the Company iswe are party to various legal proceedings incident to the operation of itsour business. For example, the Companywe currently isare involved in proceedings brought by former employeesmerchants, employment and merchants,related matters, intellectual property infringement suits, customer lawsuits, andstockholder claims relating to U.S. securities law, consumer class actions and suits alleging, among other things, violations of state consumer protection or privacy laws. The following is
Four shareholders have filed separate shareholder derivative lawsuits (collectively, the "Derivative Lawsuits") in relation to a brief descriptionpreviously settled lawsuit that alleged that Groupon and certain of significant legal proceedings.
On March 2, 2016, International Business Machines Corporation ("IBM"its officers made materially false and/or misleading statements or omissions regarding its business, operations and prospects, specifically as it relates to reiterating its full year guidance on November 4, 2019 and the Groupon Select program (the "Securities Lawsuit"). First, on September 9, 2021, a shareholder named Jonathan Frankel filed a complaintfederal derivative lawsuit in the United States District Court for the District of Delaware againstDelaware. Second, on January 19, 2022, a shareholder named Alyssa Estreen filed a derivative lawsuit in the Company.  InCourt of Chancery in the complaint, IBM allegesState of Delaware. Third, on January 24, 2022, a shareholder named Saman Khoury filed a derivative lawsuit, also in the Court of Chancery in the State of Delaware. Finally, on May 9, 2022, a shareholder named Moriah Anders filed a lawsuit, also in the Court of Chancery in the State of Delaware. All four lawsuits name Groupon and certain of the Company's former and current officers and directors. The allegations in all four Derivative Lawsuits relate to the same time period and events that are the subject of the Securities Lawsuit and allege that the Company has infringed and continues to willfully infringeits shareholders have sustained damages as a result of the conduct of certain IBM patents that IBM claims relate to the presentationcurrent and former officers and directors. The Plaintiffs in each of applications and advertising in an interactive service, preserving state information in online transactions and single sign-on processes in a computing environment and seeksthese Derivative Lawsuits sought unspecified damages (includingthey allege were sustained by the Company, injunctive and equitable relief and attorneys’ fees. On June 13, 2023, the Court granted final approval of a requestshareholder settlement that resolved all four matters. Under the settlement, Groupon agreed to undertake certain corporate reforms. The Court awarded attorneys' fees in the amount of compensatory damages be trebled), injunctive relief$950,000 to Plaintiffs' counsel. That amount was covered under Groupon's insurance policies and costs and reasonable attorneys’ fees. On December 13, 2016, the Company filed a motion to invalidate two of IBM’s patents relating to the presentation of applications and advertising on the grounds that such patents are patent-ineligible. The court held a hearing on the motion on June 5, 2017, but has not yet ruled on the motion. The court issued an order construing disputed termswas paid directly by Groupon's insurance carriers in the patent claims on August 3, 2017. On March 24, 2017, the Company filed a petition for interpartes review with the United States Patent and Trademark Office seeking to invalidate IBM’s asserted patent related to single sign-on processes. IBM filed its preliminary response on July 6, 2017. The Patent Trial and Appeal Board denied the Company’s petition for review on October 2, 2017. On May 9, 2016, the Company filed a complaint in the United States District Court for the Northern District of Illinois against IBM.  The Company alleges that IBM has infringed and continues to willfully infringe one of the Company’s patents relating to location-based services. On December 20, 2016, IBM filed a motion to dismiss this case, and the court denied that motion. The Company intends to seek damages and injunctive relief for IBM’s infringement of this patent. The court held a Markman hearing on April 3, 2017, but has not yet construed the claims. On May 18, 2017, IBM filed two petitions for inter partes review with the United States Patent and Trademark Office seeking to invalidate the Company’s patent relating to location-based services. The Company filed its preliminary response on September 6, 2017. The Company plans to vigorously defend against the claims filed by IBM and the challenges to the Company’s patent.

2023.
In addition, other third parties have from time to time claimed, and others may claim in the future, that the Company haswe have infringed their intellectual property rights. The Company isWe are subject to intellectual property disputes, including patent infringement claims, and expectsexpect that itwe will increasinglycontinue to be subject to intellectual property infringement claims as itsour services expand in scope and complexity. The Company has inIn the past, we have litigated such claims, and the Company iswe are presently involved in several patent infringement and other intellectual property-related claims, including pending litigation or trademark disputes relating to, for example, the Company'sour Goods category, some of which could involve potentially substantial claims for damages or injunctive relief. The CompanyWe may also become more vulnerable to third-party claims as laws such as the Digital Millennium Copyright Act are interpreted by the courts, and as the Company becomeswe become subject to laws in jurisdictions where the underlying laws with respect to the potential liability of online intermediaries are either unclear or less favorable. The Company believesWe believe that additional lawsuits alleging that it haswe have violated patent, copyright or trademark laws willmay be filed against it.us. Intellectual property claims, whether meritorious or not, are time consuming and often costly to resolve, could require expensive changes in the Company'sour methods of doing business or the goods it sells,we sell, or could require itus to enter into costly royalty or licensing agreements.

The CompanyWe also isare subject to consumer claims or lawsuits relating to alleged violations of consumer protection or privacy rights and statutes, some of which could involve potentially substantial claims for damages, including statutory or punitive damages. Consumer and privacy relatedprivacy-related claims or lawsuits, whether meritorious or not, could be time consuming, result in costly litigation, damage awards, fines and penalties, injunctive relief or increased costs of doing business through adverse judgment or settlement, or require the Company to change its business practices, sometimes in expensive ways.



15
22

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

costs of doing business through adverse judgment or settlement, or require us to change our business practices, sometimes in expensive ways.
The CompanyWe are also is subject to, or in the future may become subject to, a variety of regulatory inquiries, audits, and investigations across the jurisdictions where the Company conducts itswe conduct our business, including, for example, inquiries related to consumer protection, employment matters and/or hiring practices, marketing practices, tax, unclaimed property and privacy rules and regulations. Any regulatory actions against the Company,us, whether meritorious or not, could be time consuming, result in costly litigation, damage awards, fines and penalties, injunctive relief or increased costs of doing business through adverse judgment or settlement, require the Companyus to change itsour business practices in expensive ways, require significant amounts of management time, result in the diversion of significant operational resources, materially damage our brand or reputation, or otherwise harm the Company'sour business.

The Company establishesWe establish an accrued liability for loss contingencies related to legal and regulatory matters when the loss is both probable and reasonably estimable. TheseThose accruals represent management's best estimate of probable losses and, in such cases, there may be an exposure to loss in excess of the amounts accrued. For certain of the matters described above, there are inherent and significant uncertainties based on, among other factors, the stage of the proceedings, developments in the applicable facts of law, or the lack of a specific damage claim. However, the Company believeswe believe that the amount of reasonably possible losses in excess of the amounts accrued for thesethose matters would not have a material adverse effect on itsour business, consolidated financial position,Condensed Consolidated Financial Statements, results of operations or cash flows. The Company'sOur accrued liabilities for loss contingencies related to legal and regulatory matters may change in the future as a result of new developments, including, but not limited to, the occurrence of new legal matters, changes in the law or regulatory environment, adverse or favorable rulings, newly discovered facts relevant to the matter, or changes in the strategy for the matter. Regardless of the outcome, litigation and other regulatory matters can have an adverse impact on the Companyus because of defense and settlement costs, diversion of management resources and other factors.
Indemnifications
In connection with the dispositionsdisposition of the Company'sour operations in Latin America (see Note 2, Discontinued Operations and Other Business Dispositions), the Company agreed to indemnify the buyerin 2017, we recorded $5.4 million in indemnification liabilities for certain tax and other matters. The indemnification liabilities were recorded at their fair value, estimated to be $5.4 million using a probability-weighted expected cash flow approach,matters upon the closing of the transactions as an adjustment to the net loss on the dispositions within discontinued operations. The Company estimatesoperations at their fair value. We estimated the indemnification liabilities using a probability-weighted expected cash flow approach. Our remaining indemnification liabilities were $2.8 million as of June 30, 2023. We estimate that the total amount of obligations that are reasonably possible of arisingto arise under the indemnifications in excess of amounts accrued as of June 30, 2023 is $25.0approximately $11.7 million.

In the normal course of business to facilitate transactions related to itsour operations, the Company indemnifieswe indemnify certain parties, including employees, lessors, service providers, merchants, and counterparties to investment agreements and asset and stock purchase agreements with respect to various matters. The Company hasWe have agreed to hold certain parties harmless against losses arising from a breach of representations or covenants, or other claims made against those parties. These agreements may limit the time within which an indemnification claim can be made and the amount of the claim. The Company isWe are also subject to increased exposure to various claims as a result of itsour divestitures and acquisitions, particularly in cases where the Company iswe are entering into new businesses in connection with such acquisitions. The CompanyWe may also become more vulnerable to claims as it expandswe expand the range and scope of itsour services and isare subject to laws in jurisdictions where the underlying laws with respect to potential liability are either unclear or less favorable. In addition, the Company haswe have entered into indemnification agreements with itsour officers, directors and underwriters, and the Company'sour bylaws contain similar indemnification obligations that cover officers, directors, employees and other agents.
 
Except as noted above, it is not possible to determine the maximum potential amount under these indemnification agreements due to the limited history of prior indemnification claims and the unique facts and circumstances involved in each particular agreement. Historically, any payments that the Company haswe have made under these agreements have not had a material impact on theour operating results, financial position or cash flows of the Company.flows.

16

GROUPON, INC.
8.NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)
NOTE 7. STOCKHOLDERS' EQUITY (DEFICIT) AND COMPENSATION ARRANGEMENTS
Groupon, Inc. Incentive Plan
In August 2011, we established the Groupon, Inc. 2011 Incentive Plan, as amended and restated (the "2011 Plan"), under which options, restricted stock units and performance stock units for up to 13,775,000 shares of common stock are authorized for future issuance to employees, consultants and directors. The Company's Board of Directors (the "Board") has the authority, without approval2011 Plan is administered by the stockholders, to issue up to a totalCompensation Committee of 50,000,000the Board. As of June 30, 2023, 2,631,382 shares of preferredcommon stock in one or more series. were available for future issuance under the 2011 Plan.
Restricted Stock Units
The Board may establishrestricted stock units granted under the number2011 Plan ("Restricted Stock Units") generally have vesting periods between one and four years and are amortized on a straight-line basis over their requisite service period.
The table below summarizes Restricted Stock Unit activity for employees and non-employees under the 2011 Plan for the six months ended June 30, 2023:
Restricted Stock UnitsWeighted-Average Grant Date Fair Value (per unit)
Unvested at December 31, 20222,876,089 $19.33 
Granted563,429 5.20 
Vested(1,092,252)21.88 
Forfeited(1,119,327)16.03 
Unvested at June 30, 20231,227,939 $10.55 
As of sharesJune 30, 2023, $9.0 million of unrecognized compensation costs related to unvested Restricted Stock Units are expected to be included in each such seriesrecognized over a remaining weighted-average period of 1.03 years.
Stock Options
On March 30, 2023, we issued 3,500,000 units of stock options with a per share value of $0.95, a strike price of $6.00 and may fixvesting over two years. The exercise price of stock options granted is equal to the designations, preferences, powers and other rightsfair market value of the sharesunderlying stock on the date of grant. The contractual term for these stock options expires three years from the grant date. The fair value of stock options on the grant date is amortized on a seriesstraight-line basis over the requisite service period.
The fair value of preferred stock. The Board could authorizestock options granted is estimated on the issuancedate of preferred stock with voting or conversion rights that could dilutegrant using the voting power or rightsBlack-Scholes-Merton option-pricing model. Expected volatility is based on Groupon's historical volatility over the estimated expected life of the holdersstock options. The expected term represents the period of its common stock. Astime the stock options are expected to be outstanding. The risk-free interest rate is based on yields on U.S. Treasury STRIPS with maturity similar to the estimated expected life of September 30, 2017 and December 31, 2016, there were no shares of preferredthe stock outstanding.options. The weighted-average assumptions for stock options granted are outlined in the following table:

Dividend yield0.0 %
Risk-free interest rate4.1 %
Expected term (in years)2
Expected volatility78.2 %


17
23

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

The table below summarizes stock option activity for the six months ended June 30, 2023:
Common Stock
OptionsWeighted-Average Exercise PriceWeighted-Average Remaining Contractual Term (in years)Aggregate Intrinsic Value
Outstanding at December 31, 2022— $— — $— 
Granted3,500,000 6.00 3.00— 
Outstanding at June 30, 20233,062,500 6.00 2.75— 
Vested and exercisable at June 30, 2023437,500 $6.00 2.75$— 
PriorAs of June 30, 2023, there was $2.9 million of total unrecognized compensation costs related to October 31, 2016,unvested stock options granted under the Company's certificate2011 Plan. That cost is expected to be recognized over a weighted-average period of incorporation, as amended and restated, authorized three classes1.75 years. The total fair value of common stock: Class Ashares vested during the six months ended June 30, 2023 was $0.4 million.
Performance Shares Units
We have previously granted performance share units under the 2011 Plan that vest in shares of our common stock Class B common stockupon the achievement of financial and common stock. On October 31, 2016, each share ofoperational targets specified in the Company's Class A common stockrespective award agreement ("Performance Share Units"). Our existing Performance Share Units are subject to continued employment through the performance period dictated by the award and Class B common stock automatically converted into a single class of common stock pursuant to the terms of the Company's sixth amended and restated certificate of incorporation. Upon conversion, all shares of Class A common stock and Class B common stock were retired.
Pursuant to the Company's restated certificate of incorporation, the Board has the authority to issue up to a total of 2,010,000,000 shares of common stock. Each holder of common stock shall be entitled to one vote for each such share on any matter that is submitted to a vote of stockholders. In addition, holders of the common stock will vote as a single class of stock on any matter that is submitted to a vote of stockholders.

Prior to October 31, 2016, holders of Class A common stock and Class B common stock had identical rights, except that holders of Class A common stock were entitled to one vote per share and holders of Class B common stock were entitled to 150 votes per share.

Share Repurchase Program

The Board has authorized the Company to repurchase up to $700.0 million of its common stock through April 2018 under its current share repurchase program. During the three and nine months ended September 30, 2017, the Company purchased 2,384,200 and 16,906,334 shares, respectively, for an aggregate purchase price of $9.2 million and $60.0 million (including fees and commissions) under that repurchase program. As of September 30, 2017, up to $135.2 million of common stock remained available for purchase under that program. The timing and amount of share repurchases, if any, are determined based on market conditions, limitations under the Amended and Restated Credit Agreement, share price and other factors, and the program may be terminated at any time.

Groupon, Inc. Stock Plans
The Groupon, Inc. Stock Plans (the "Plans") are administeredcertification by the Compensation Committee of the Board which determinesthat the numberspecified performance conditions have been achieved.
The table below summarizes Performance Share Unit activity under the 2011 Plan for the six months ended June 30, 2023:
Performance Share UnitsWeighted-Average Grant Date Fair Value (per unit)
Unvested at December 31, 202217,269 $24.13 
Granted— — 
Vested(17,269)24.13 
Forfeited— — 
Unvested at June 30, 2023— $— 
18

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)
NOTE 8. REVENUE RECOGNITION
Refer to Note 13, Segment Information, for revenue summarized by reportable segment and category for the three and six months ended June 30, 2023 and 2022.
Customer Credits
We issue credits to customers that can be applied to future purchases through our online marketplaces. Credits are primarily issued as consideration for refunds. To a lesser extent, credits are issued for customer relationship purposes. The following table summarizes the activity in the liability for customer credits for the six months ended June 30, 2023 (in thousands):
Customer Credits
Balance as of December 31, 2022$36,220 
Credits issued48,101 
Credits redeemed (1)
(47,908)
Breakage revenue recognized(6,174)
Foreign currency translation77 
Balance as of June 30, 2023$30,316 
(1)Customer credits can be redeemed through our online marketplaces for goods or services provided by a third-party merchant and service revenue is recognized on a net basis as the difference between the carrying amount of awards to be issued, the corresponding vesting schedulecustomer credit liability derecognized and the exercise priceamount due to the merchant for options.the related transaction. Customer credits are typically used within one year of issuance.
Costs of Obtaining Contracts
Incremental costs to obtain contracts with third-party merchants, such as sales commissions, are deferred and recognized over the expected period of the merchant arrangement, generally from 12 to 18 months. Deferred contract acquisition costs are presented in Prepaid expenses and other current assets and Other non-current assets on the Condensed Consolidated Balance Sheets. As of SeptemberJune 30, 2017, 70,056,534 shares2023 and December 31, 2022, deferred contract acquisition costs were $4.5 million and $5.9 million.
The amortization of common stock were available for future issuance underdeferred contract acquisition costs is classified within Selling, general and administrative expense in the Plans.
The Company recognized stock-based compensation expense from continuing operationsCondensed Consolidated Statements of $19.2Operations. We amortized $2.1 million and $25.8$2.7 million of deferred contract acquisition costs for the three months ended SeptemberJune 30, 20172023 and 2016, respectively,2022, and $60.3$4.4 million and $92.4$5.6 million for the ninesix months ended SeptemberJune 30, 20172023 and 2016, respectively, related to stock awards issued under2022.
Allowance for Expected Credit Losses on Accounts Receivable
Accounts receivable primarily represents the Plansnet cash due from credit card and acquisition-related awards. The Company recognized stock-based compensation expenseother payment processors and from discontinued operationsmerchants and performance marketing networks for commissions earned on consumer purchases. We establish an allowance for expected credit losses on accounts receivable based on identifying the following customer risk characteristics: size, type of $0.7 million forcustomer, and payment terms offered in the three months ended September 30, 2016normal course of business. Receivables with similar risk characteristics are grouped into pools. For each pool, we consider the historical credit loss experience, current economic conditions, bankruptcy filings, published or estimated credit default rates, age of the receivable and $0.2 million and $2.4 million forany recoveries in assessing the nine months ended September 30, 2017 and 2016, respectively. The Company also capitalized $1.4 million and $2.3 million of stock-based compensation for the three months ended September 30, 2017 and 2016, respectively, and $4.7 million and $7.3 million of stock-based compensation for the nine months ended September 30, 2017 and 2016, respectively, in connection with internally-developed software.
As of September 30, 2017, a total of $90.8 million of unrecognized compensation costs related to unvested employee stock awards and unvested acquisition-related awards arelifetime expected to be recognized over a remaining weighted-average period of 1.01 years.    
Employee Stock Purchase Plan
The Company is authorized to grant up to 10,000,000 shares of common stock under its employee stock purchase plan ("ESPP"). For the nine months ended September 30, 2017 and 2016, 1,879,656 and 1,669,782 shares of common stock were issued under the ESPP, respectively.
Restricted Stock Units
The restricted stock units granted under the Plans generally have vesting periods between one and four years. Restricted stock units are amortized on a straight-line basis over the requisite service period.

credit losses.

19
24

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

The following table below summarizes the activity regarding unvested restricted stock units granted underin the Plansallowance for expected credit losses on accounts receivable for the ninesix months ended SeptemberJune 30, 2017:2023 (in thousands):

Allowance for Expected Credit Losses
Balance as of December 31, 2022$4,538 
Change in provision(787)
Write-offs(420)
Foreign currency translation49 
Balance as of June 30, 2023$3,380 
Variable Consideration for Unredeemed Vouchers
  Restricted Stock Units Weighted- Average Grant Date Fair Value (per share)
Unvested at December 31, 2016 25,407,846
 $5.18
    Granted 19,259,454
 $3.75
    Vested (12,790,075) $5.19
    Forfeited (6,243,880) $4.75
Unvested at September 30, 2017 25,633,345
 $4.21
Performance Share Units
DuringFor merchant agreements with redemption payment terms, the ninemerchant is not paid its share of the sale price for a voucher sold through one of our online marketplaces until the customer redeems the related voucher. If the customer does not redeem a voucher with such merchant payment terms, we retain all of the gross billings for that voucher, rather than retaining only our net commission. We estimate the variable consideration from vouchers that will not ultimately be redeemed using our historical voucher redemption experience and recognize that amount as revenue at the time of sale. We apply a constraint to ensure it is probable that a significant reversal of revenue will not occur in future periods. We recognized variable consideration from unredeemed vouchers that were sold in a prior period of $4.7 million and $4.3 million for the three months ended SeptemberJune 30, 2017, 503,735 shares2023 and 2022, and $4.4 million and $3.0 million for the six months ended June 30, 2023 and 2022. When actual redemptions differ from our estimates, the effects could be material to the Condensed Consolidated Financial Statements.
NOTE 9. RESTRUCTURING AND RELATED CHARGES
In August 2022 and April 2020, we initiated Board-approved restructuring plans. Costs incurred related to the restructuring plans are classified as Restructuring and related charges on the Condensed Consolidated Statements of Operations. The restructuring activities are summarized by plan in the sections below.
2022 Restructuring Plan
In August 2022, we initiated a multi-phase cost savings plan designed to reduce our expense structure to align with our go-forward business and financial objectives (the “2022 Cost Savings Plan”). The 2022 Cost Savings Plan included a restructuring plan, approved by our Board on August 5, 2022 (the “2022 Restructuring Plan”). The first phase and second phase of the Company's common stock were issued upon vesting2022 Restructuring Plan are expected to include an overall reduction of performance share units granted inapproximately 1,000 positions globally, with the previous year uponmajority of these reductions completed as of March 31, 2023 and the Board's certificationremainder expected to occur by the end of 2023. In connection with first and second phase actions, we expect to record total pre-tax charges of $20.0 million to $27.0 million. A majority of the Company's financial and operational metrics for the year ended December 31, 2016. The weighted average grant date fair value of those shares was $3.78 per share.
During the nine months ended September 30, 2017, the Company granted additional performance share units to certain key employees. The vesting of those awards into shares of the Company's common stock is contingent upon the achievement of specified financial and operational targets for the year ending December 31, 2017 and is subject to both continued employment through the performance period and certification by the Board that the specified financial and operational targets have been achieved. The maximum number of common shares issuable upon vesting of those performance share units is 2,267,562 shares, the grant date fair value was $3.78 per share and the total grant date fair value of the shares for which the performance conditionspre-tax charges are expected to be met was $2.4 million.
Performance Bonus Awards
If bonus amounts earned underpaid in cash and relate to employee severance and compensation benefits, with an immaterial amount of charges related to other exit costs. We have incurred total pretax charges of $19.1 million since the Company's primary employee bonus plans exceed targeted bonus amounts because specified financial metricsinception of the Company exceed the performance conditions set forth in those plans, such excess is required to be settled in the Company's common stock. The Company's obligation to issue shares for employee bonus amounts exceeding the specified bonus targets is accounted for separately as a liability-classified stock-based compensation arrangement with performance conditions.
Stock Options2022 Restructuring Plan.
The exercise price of stock options granted is equalfollowing table summarizes costs incurred by segment related to the fair value of the underlying stock on the date of grant. The contractual term for stock options expires ten years from the grant date. Stock options generally vested over a three or four-year period, with 25% of the awards vesting after one year and the remainder of the awards vesting on a monthly or quarterly basis thereafter.
The table below summarizes the stock option activity2022 Restructuring Plan for the ninethree and six months ended SeptemberJune 30, 2017:2023 (in thousands):
Three Months Ended June 30, 2023
Employee Severance and Benefit Costs (Credits) (1)
Other Exit CostsTotal Restructuring Charges (Credits)
North America$126 $229 $355 
International158 — 158 
Consolidated$284 $229 $513 
(1)The employee severance and benefits costs for the three months ended June 30, 2023 are related to the termination of approximately 39 employees.
20
  Options Weighted- Average Exercise Price Weighted- Average Remaining Contractual Term (in years) 
Aggregate Intrinsic Value
(in thousands)
(1)
Outstanding and exercisable at December 31, 2016 991,172
 $0.77
 2.83 $2,527
    Exercised (84,427) 2.40
    
    Forfeited (2,789) 1.99
    
Outstanding and exercisable at September 30, 2017 903,956
 $0.63
 2.02 $4,131


25

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

(1)The aggregate intrinsic value of options outstanding and exercisable represents the total pretax intrinsic value (the difference between the fair value of the Company's stock on the last day of each period and the exercise price, multiplied by the number of options where the fair value exceeds the exercise price) that would have been received by the option holders had all option holders exercised their options as of September 30, 2017 and December 31, 2016, respectively.
Six Months Ended June 30, 2023
Employee Severance and Benefit Costs (Credits) (1)
Other Exit CostsTotal Restructuring Charges (Credits)
North America$4,566 $1,037 $5,603 
International3,891 — 3,891 
Consolidated$8,457 $1,037 $9,494 
9. RESTRUCTURING    
In September 2015, the Company commenced a restructuring plan relating primarily to workforce reductions in its international operations. (1)The Company has also undertaken workforce reductions in its North America segment. In addition to workforce reductions in its ongoing markets, the Company ceased operations in 17 countries within its International segment as part of the restructuring plan between September 2015 and March 2016. Those country exits, which generally comprised the Company's smallest international markets, resulted from a series of separate decisions made at different times during that period that were not part of an overall strategic shift. Costs related to the restructuring plan are classified as "Restructuring charges" on the condensed consolidated statements of operations.

During the third quarter of 2017, the Company reached a decision to cease most of its food delivery operations and it entered into a long-term commercial agreement with a subsidiary of Grubhub that will allow the Company to provide customers with the ability to order food delivery through the Company’s websites and mobile applications in the United States from Grubhub’s network of restaurant merchants. Additionally, the Company entered into an agreement to sell customer lists and other intangible assets in certain food delivery markets to Grubhub. See Note 3, Goodwill and Other Intangible Assets, for additional information. For the quarter ended September 30, 2017, the Company’s restructuring costs associated with ceasing those food delivery operations were $2.6 million, primarily relating to employee severance.

From the inception of its restructuring plan in September 2015 through September 30, 2017, the Company has incurred cumulative costs for employee severance and benefits and other exit costs for the six months ended June 30, 2023 are related to the termination of $80.2 million under the plan. In addition to those costs, the Company has incurred cumulative long-lived asset impairment charges of $7.5 million resulting from its restructuring activities. The actions under the Company's restructuring plan are substantially complete as of September 30, 2017.

approximately 371 employees.
The following table summarizes the costs incurred by segment related to the Company’s restructuring planliability activity for the three months ended September 30, 20172022 Restructuring Plan (in thousands):
Employee Severance and Benefit CostsOther Exit CostsTotal
Balance as of December 31, 2022$175 $— $175 
Charges payable in cash8,457 1,037 9,494 
Cash payments(8,108)(730)(8,838)
Foreign currency translation73 — 73 
Balance as of June 30, 2023 (1)
$597 $307 $904 
  Three Months Ended September 30, 2017
  
Employee Severance and Benefit Costs (1)
 Asset Impairments Other Exit Costs Total Restructuring Charges
North America $3,662
 $
 $3,309
 $6,971
International 4,296
 
 236
 4,532
Consolidated $7,958
 $
 $3,545
 $11,503
(1)The employee severance and benefit costs for the three months ended September 30, 2017 relates to the termination of approximately 400 employees. (1)Substantially all of the remaining cash payments for those costs are expected to be disbursed through April 30, 2018.
The following table summarizes the remaining cash payments for the first and second phase of the 2022 Restructuring Plan costs incurredare expected to be disbursed by segmentthe end of 2023.
In July 2023, the Board approved the third phase of the 2022 Restructuring Plan, which is expected to include reductions in positions globally. In connection with the third phase, we expect to record total pre-tax charges of approximately $3.6 million. A majority of the pre-tax charges for the third phase are expected to be paid in cash and primarily related to employee severance and compensation benefits, with an immaterial amount of charges related to other exit costs.
2020 Restructuring Plan
In April 2020, the Company’sBoard approved a multi-phase restructuring plan forrelated to our previously-announced strategic shift and as part of the nine months ended September 30, 2017 (in thousands):cost cutting measures implemented in response to the impact of COVID-19 on our business (the "2020 Restructuring Plan"). We have incurred total pretax charges of $108.0 million since the inception of the 2020 Restructuring Plan. Our actions under this plan were substantially completed by December 31, 2021, and our current and future charges or credits will be from changes in estimates. Our 2020 Restructuring Plan included workforce reductions of approximately 1,600 positions globally, the exit or discontinuation of the use of certain leases and other assets, impairments of our right-of-use and other long-lived assets, and the exit of our operations in New Zealand and Japan.
21
  Nine Months Ended September 30, 2017
  
Employee Severance and Benefit Costs (1)
 Asset Impairments Other Exit Costs Total Restructuring Charges
North America $8,127
 $
 $3,774
 $11,901
International 4,905
 
 2,012
 6,917
Consolidated $13,032
 $
 $5,786
 $18,818
(1)The employee severance and benefit costs for the nine months ended September 30, 2017 relates to the termination of approximately 750 employees. Substantially all of the remaining cash payments for those costs are expected to be disbursed through April 30, 2018.


26

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

The following table summarizes thetables summarize costs incurred by segment related to the Company’s restructuring plan2020 Restructuring Plan for the three and six months ended SeptemberJune 30, 20162023 and 2022 (in thousands):
Three Months Ended June 30, 2023
Employee Severance and Benefit Costs (Credits)Legal and Advisory CostsLease-related Charges (Credits)Total Restructuring Charges (Credits)
North America$— $$(63)$(62)
International(1,436)288 (1,140)
Consolidated$(1,436)$$225 $(1,202)
 Three Months Ended September 30, 2016Three Months Ended June 30, 2022
 
Employee Severance and Benefit Costs (1)
 Asset Impairments Other Exit Costs Total Restructuring ChargesEmployee Severance and Benefit Costs (Credits)Legal and Advisory CostsLease-related Charges (Credits)Total Restructuring Charges (Credits)
North America $274
 $
 $695
 $969
North America$— $86 $818 $904 
International (96) 
 290
 194
International473 24 1,538 2,035 
Consolidated $178
 $
 $985
 $1,163
Consolidated$473 $110 $2,356 $2,939 

Six Months Ended June 30, 2023
Employee Severance and Benefit Costs (Credits)Legal and Advisory CostsLease-related Charges (Credits)Total Restructuring Charges (Credits)
North America$— $$544 $546 
International(2,482)(48)595 (1,935)
Consolidated$(2,482)$(46)$1,139 $(1,389)
(1)The employee severance and benefit costs for the three months ended September 30, 2016 related to the termination of approximately 150 employees.
The following table summarizes
Six Months Ended June 30, 2022
Employee Severance and Benefit Costs (Credits)Legal and Advisory CostsLease-related Charges (Credits)Total Restructuring Charges (Credits)
North America$$130 $1,174 $1,305 
International184 61 1,701 1,946 
Consolidated$185 $191 $2,875 $3,251 
As a part of our 2020 Restructuring Plan, we terminated or modified several of our leases. In other cases we vacated our leased facilities, and some of those facilities are being actively marketed for sublease or we are in negotiations with the landlord to potentially terminate or modify those leases. We recognized $1.2 million in impairment related to those leases during the three and six months ended June 30, 2022. See Note 2, Goodwill and Long-Lived Assets, for additional information. In January 2023, we exercised our option to early terminate our lease at 600 West Chicago, now expiring on January 31, 2024, which required us to pay a penalty of $9.6 million with our early termination notice. Prior to exercising our option to early terminate, the expiration of 600 West Chicago was January 31, 2026. Rent expense, including amortization of the right-of-use asset and accretion of the operating lease liability, sublease income, termination and modification gains and losses, and other variable lease costs incurred by segment related to the Company’sleased facilities vacated as part of our restructuring plan forare presented within Restructuring and related charges in the nine months ended September 30, 2016 (in thousands):Condensed Consolidated Statements of Operations. The current and
22
  Nine Months Ended September 30, 2016
  
Employee Severance and Benefit Costs (1)
 Asset Impairments Other Exit Costs Total Restructuring Charges
North America $6,487
 $45
 $2,862
 $9,394
International 18,069
 
 915
 18,984
Consolidated $24,556
 $45
 $3,777
 $28,378

(1)The employee severance and benefit costs for the nine months ended September 30, 2016 related to the termination of approximately 700 employees.
The following table summarizes the restructuring liability activity for each period (in thousands):


Employee Severance and Benefit Costs Other Exit Costs Total
Balance as of June 30, 2015 $
 $
 $
Charges payable in cash 18,310
 2,940
 21,250
Cash payments (8,862) (746) (9,608)
Foreign currency translation (576) 3
 (573)
Balance as of December 31, 2015 $8,872
 $2,197
 $11,069
Charges payable in cash (1)
 29,416
 6,063
 35,479
Cash payments (23,729) (5,988) (29,717)
Foreign currency translation (424) (12) (436)
Balance as of December 31, 2016
$14,135
 $2,260
 $16,395
Charges payable in cash (1)

12,241
 5,786
 18,027
Cash payments
(20,463) (4,759) (25,222)
Foreign currency translation
616
 28
 644
Balance as of September 30, 2017
$6,529
 $3,315
 $9,844

(1)Excludes stock-based compensation of $0.8 million for the nine months ended September 30, 2017 and $4.6 million for the year ended December 31, 2016 related to accelerated vesting of stock-based compensation awards for certain employees terminated as a result of the Company's restructuring activities.
10. INCOME TAXES
The Company's tax provision for interim periods is determined using an estimate of its annual effective tax rate, adjusted for discrete items.


27

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

non-current liabilities associated with these leases continue to be presented within Accrued expenses and other current liabilities and Operating lease obligations in the Condensed Consolidated Balance Sheets.
ForThe following table summarizes restructuring liability activity for the 2020 Restructuring Plan (in thousands):
Employee Severance and Benefit CostsOther Exit CostsTotal
Balance as of December 31, 2022$4,306 $301 $4,607 
Charges payable in cash and changes in estimate (1)
(2,482)(46)(2,528)
Cash payments(709)(113)(822)
Foreign currency translation33 35 
Balance as of June 30, 2023 (2)
$1,148 $144 $1,292 
(1)The credit recorded during the three and six months ended SeptemberJune 30, 2017,2023 primarily relates to the Company recordedrelease of our estimated accrual for certain severance benefits upon expiration of the eligible payout period.
(2)Substantially all of the remaining cash payments for the 2020 Restructuring Plan costs are expected to be disbursed by the end of 2023.
NOTE 10. INCOME TAXES
Our income tax expenseprovision for interim periods is determined using an estimate of our annual effective tax rate, adjusted for discrete items.
Provision (benefit) for income taxes and Income (loss) from continuing operations of $2.5 million on pretaxbefore provision (benefit) for income from continuing operations of $6.3 million. Fortaxes for the three and six months ended SeptemberJune 30, 2016, the Company recorded2023 and 2022 were as follows (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
Provision (benefit) for income taxes$2,323 $2,398 $3,441 $(277)
Income (loss) before provision (benefit) for income taxes(9,681)(87,852)(37,176)(124,879)
Our U.S. Federal income tax expense from continuing operations of $1.7 million on a pretax loss from continuing operations of $32.8 million. For the nine months ended September 30, 2017, the Company recorded income tax expense from continuing operations of $11.0 million on a pretax loss from continuing operations of $11.5 million. For the nine months ended September 30, 2016, the Company recorded income tax expense from continuing operations of $0.5 million on a pretax loss from continuing operations of $126.3 million.
The Company's U.S. statutory rate is 35%21%. The primary factor impacting the effective tax rate for the three and ninesix months ended SeptemberJune 30, 20172023 and 20162022 was the pretax losses incurred by the Company's operations in jurisdictions that have valuation allowances against their net deferred tax assets. For the three and six months ended June 30, 2022, we were also impacted by the reduction to our estimated annual tax rate due to an increase in expected annual losses. For the three months ended June 30, 2022, we had a valuation allowance in the U.S. against capital losses, deferred tax assets includingthat will convert into capital losses upon reversal, and state credits that we were not expecting to be able to realize. We recorded a valuation allowance against the United States.remaining U.S. federal and state deferred tax assets in Q4 2022. For the three and six months ended June 30, 2023, we continue to maintain a full valuation allowance against all U.S. federal and state deferred tax assets. We expect that our consolidated effective tax rate in future periods will continue to differ significantly from the U.S. federal income tax rate as a result of our tax obligations in jurisdictions with profits and valuation allowances in jurisdictions with losses.
The Company isWe are currently undergoing income tax audits in multiple jurisdictions. It is likely that the examination phase of some of those audits will conclude in the next 12 months. There are many factors, including factors outside of the Company'sour control, which influence the progress and completion of those audits. AsWe are subject to claims for tax assessments by foreign jurisdictions, including a proposed assessment for $117.3 million, inclusive of September 30, 2017,estimated incremental interest from the Company believesoriginal assessment. We believe that the assessment, which primarily relates to transfer pricing on transactions occurring in 2011, is without merit and we intend to vigorously defend ourselves in that matter. There could be potential increases in our liabilities for uncertain tax positions from the ultimate resolution of that assessment. We believe it is reasonably possible that reductions of up to $36.1$7.1 million in unrecognized tax benefits may occur within the next 12 months following June 30, 2023 upon closing of income tax audits or the expiration of applicable statutes of limitations.
In general, it is our practice and intention to reinvest the earnings of our non-U.S. subsidiaries in those operations or remit such earnings in a tax-efficient manner. An actual repatriation from our non-U.S. subsidiaries

could be subject to foreign and U.S. state income taxes. Aside from limited exceptions for which the related deferred tax liabilities recognized as of June 30, 2023 and December 31, 2022 are immaterial, we do not intend to distribute earnings of foreign subsidiaries for which we have an excess of the financial reporting basis over the tax basis of our investments and therefore have not recorded any deferred taxes related to such amounts. The actual tax cost resulting from a distribution would depend on income tax laws and circumstances at the time of distribution. Determination of the amount of unrecognized deferred tax liability related to the excess of the financial reporting basis over the tax basis of our foreign subsidiaries is not practical due to the complexities associated with the calculation.
NOTE 11. FAIR VALUE MEASUREMENTS
Fair value is defined under U.S. GAAP as the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date. Fair value is a market-based measurement that is determined based on assumptions that market participants would use in pricing an asset or a liability.
To increase the comparability of fair value measures, the following hierarchy prioritizes the inputs in valuation methodologies used to measure fair value:
Level 1 - Measurements that reflect quoted prices (unadjusted) for identical assets or liabilities in active markets.
Level 2 - Measurements that include other inputs that are directly or indirectly observable in the marketplace.
Level 3 - Measurements derived from valuation techniques in which one or more significant inputs or significant value drivers are unobservable. These fair value measurements require significant judgment.
In determining fair value, the Company uses variouswe use valuation approaches within the fair value measurement framework. The valuation methodologies used for the Company's assets and liabilities measured atWe have fair value and their classification in the valuation hierarchy are summarized below:
Cash equivalents - Cash equivalents primarily consist of AAA-rated money market funds. The Company classified cash equivalents as Level 1 due to the short-term nature of these instruments and measured the fair value based on quoted prices in active markets for identical assets.
Fair value option investments and available-for-sale securities - See Note 4, Investments, for a discussion of the valuation methodologies used tothat we measure the fair value of the Company's investments in Monster LP and GroupMax. The Company measures the fair value of those investments using the discounted cash flow method, which is an income approach, and the market approach. The Company also hasWe have classified these investments in redeemable preferred shares and convertible debt securities issued by nonpublic entities. The Company measures the fair value of those available-for-sale securities using the discounted cash flow method.


28

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

The Company has classified its fair value option investments and its investments in available-for-sale securities as Level 3 due to the lack of observable market data over fair value inputs such as cash flow projections and discount rates. Increases
There was no material activity in projected cash flows and decreases in discount rates contribute to increases in the estimated fair values of the fair value option investments and available-for-sale securities, whereas decreases in projected cash flows and increases in discount rates contribute to decreases in their fair values.

Contingent consideration - The Company had contingent obligations to transfer cash to the former owners of acquired businesses if specified financial results were met over future reporting periods (i.e., earn-outs). Liabilities for contingent consideration were measured at fair value each reporting period, with the acquisition-date fair value included as part of the consideration transferred and subsequent changes in fair value are recorded in earnings within "Acquisition-related expense    (benefit), net" on the condensed consolidated statements of operations.

The Company used an income approach to value contingent consideration obligations based on future financial performance, which was determined based on the present value of probability-weighted future cash flows. The Company classified the contingent consideration liabilities as Level 3 due to the lack of relevant observable market data over fair value inputs such as probability-weighting of payment outcomes.
The following tables summarize the Company's assets and liabilities that are measured at fair value on a recurring basis (in thousands):
   Fair Value Measurement at Reporting Date Using
DescriptionSeptember 30, 2017 Quoted Prices in Active Markets for
Identical Assets
(Level 1)
 Significant Other
Observable
Inputs
(Level 2)
 Significant
Unobservable
Inputs
(Level 3)
Assets:       
Cash equivalents$152,631
 $152,631
 $
 $
Fair value option investments77,484
 
 
 77,484
Available-for-sale securities:       
Convertible debt securities11,232
 
 
 11,232
Redeemable preferred shares15,552
 
 
 15,552
   Fair Value Measurement at Reporting Date Using
DescriptionDecember 31, 2016 Quoted Prices in Active Markets for
Identical Assets
(Level 1)
 Significant Other
Observable
Inputs
(Level 2)
 Significant
Unobservable
Inputs
(Level 3)
Assets:       
Cash equivalents$202,241
 $202,241
 $
 $
Fair value option investments82,584
 
 
 82,584
Available-for-sale securities:       
Convertible debt securities10,038
 
 
 10,038
Redeemable preferred shares17,444
 
 
 17,444
        
Liabilities: 
  
  
  
 Contingent consideration14,588
 
 
 14,588


29

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

The following table provides a roll-forward of the fair value of recurring Level 3 fair value measurements for the three and ninesix months ended SeptemberJune 30, 20172023 and 2016 (in thousands):2022.
  Three Months Ended September 30, Nine Months Ended September 30,
  2017 2016 2017 2016
Assets        
Fair value option investments:        
Beginning Balance $81,439
 $125,018
 $82,584
 $130,725
Total gains (losses) included in earnings (3,955) (1,594) (5,100) (7,301)
Ending Balance $77,484
 $123,424
 $77,484
 $123,424
Unrealized gains (losses) still held (1)
 $(3,955) $(1,594) $(5,100) $(7,301)
Available-for-sale securities 

   

  
Convertible debt securities: 

   

  
Beginning Balance $10,868
 $10,573
 $10,038
 $10,116
Acquisition of convertible debt security 
 
 1,612
 
Proceeds at sale or maturity of convertible debt security 
 (1,685) (1,843) (1,685)
Total gains (losses) included in other comprehensive income (loss) 146
 566
 (387) 786
   Total gains (losses) included in earnings (2)
 218
 477
 1,812
 714
Ending Balance $11,232
 $9,931
 $11,232
 $9,931
Unrealized gains (losses) still held (1)
 $364
 $1,043
 $1,180
 $1,500
Redeemable preferred shares: 

   

  
Beginning Balance $15,923
 $22,343
 $17,444
 $22,834
Total gains (losses) included in other comprehensive income (loss) (371) (592) (1,892) (1,083)
Transfer to cost method investment classification upon elimination of redemption feature 
 (4,574) 
 (4,574)
Ending Balance $15,552
 $17,177
 $15,552
 $17,177
Unrealized (losses) gains still held (1)
 $(371) $(592) $(1,892) $(1,083)
  

   

  
Liabilities 

   

  
Contingent Consideration: 

   

  
Beginning Balance $
 $14,788
 $14,588
 $10,781
Settlements of contingent consideration liabilities 
 
 (7,858) 
Reclassification to non-fair value liabilities when no longer contingent 
 
 (6,778) (285)
Total losses (gains) included in earnings (3)
 
 (162) 48
 4,130
Ending Balance $
 $14,626
 $
 $14,626
Unrealized losses (gains) still held (1)
 $
 $(162) $
 $4,004
(1)Represents the unrealized losses or gains recorded in earnings and/or other comprehensive income (loss) during the period for assets and liabilities classified as Level 3 that are still held (or outstanding) at the end of the period.
(2)Represents a gain at maturity of a previously impaired convertible debt security, accretion of interest income and changes in the fair value of an embedded derivative.
(3)Changes in the fair value of contingent consideration liabilities are classified within "Acquisition-related expense (benefit), net" on the condensed consolidated statements of operations.
Assets and Liabilities Measured at Fair Value on a Nonrecurring Basis
Certain assets and liabilities are measured at fair value on a nonrecurring basis, including assets that are written down to fair value as a result of an impairment. The Companyimpairment or modified due to an observable price change in an orderly transaction.
We did not record any significant nonrecurring fair value measurements after initial recognition for the three and ninesix months ended SeptemberJune 30, 20172023. We recognized $35.4 million in non-cash impairment charges related to goodwill and 2016.


$10.0 million in non-cash impairment charges related to long-lived assets, of which $1.2 million was included in Restructuring and related charges on our Condensed Consolidated Statements of Operations for the three and six months ended June 30,

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

2022.
Estimated Fair Value of Financial Assets and Liabilities Not Measured at Fair Value
The following table presents the carrying amounts and fair values of financial instruments that are not carried at fair value in the condensed consolidated financial statements (in thousands):
  September 30, 2017 December 31, 2016
  Carrying Amount Fair Value Carrying Amount Fair Value
Cost method investments $25,236
 $32,044
 $31,816
 $35,369
The fair values of the Company's cost method investments were determined using the market approach or the income approach, depending on the availability of fair value inputs such as financial projections for the investees and market multiples for comparable companies. The Company has classified the fair value measurements of its cost method investments as Level 3 measurements within the fair value hierarchy because they involve significant unobservable inputs such as cash flow projections and discount rates.
The Company's otherOur financial instruments not carried at fair value consist primarily of accounts receivable, restricted cash, short-term borrowings, accounts payable, accrued merchant and supplier payables and accrued expenses. The carrying values of thesethose assets and liabilities approximate their respective fair values as of SeptemberJune 30, 20172023 and December 31, 20162022 due to their short-term nature.
NOTE 12. INCOME (LOSS) PER SHARE
Basic net income (loss) per share is computed using the weighted-average number of common shares outstanding during the period. Diluted net income (loss) per share is computed using the weighted-average number of common shares and the effect of potentially dilutive securities outstanding during the period. Potentially dilutive securities include stock options, restricted stock units, performance share units, unvested restricted stock awards, ESPP shares, warrantscapped call transactions and convertible senior notes. If dilutive, those potentially dilutive securities are reflected in diluted net income (loss) per share by application ofusing the treasury stock method, except for the convertible senior notes, which are subject to the if-converted method.
Each share of the Company's Class A and Class B common stock automatically converted into a single class of common stock on October 31, 2016. Refer to Note 8, Stockholders’ Equity and Compensation Arrangements, for additional information. Prior to the conversion, the Company computed net income (loss) per share of Class A and Class B common stock using the two-class method. Under the two-class method, the undistributed earnings for each period were allocated based on the contractual participation rights of the Class A and Class B common shares as if the earnings for the period had been distributed. As the liquidation and dividend rights were identical for Class A and Class B common shares, the undistributed earnings were allocated on a proportionate basis. Under the two-class method, the computation of diluted net income (loss) per share of Class A common stock would reflect the conversion of Class B common stock, if dilutive, while the computation of diluted net income (loss) per share of Class B common stock would not reflect the conversion of those shares.


23
31

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

The following table sets forth the computation of basic and diluted net income (loss) per share of common stock for the three and ninesix months ended SeptemberJune 30, 20172023 and 2022 (in thousands, except share amounts and per share amounts):
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
Basic and diluted net income (loss) per share:
Numerator
Net income (loss)$(12,004)$(90,250)$(40,617)$(124,602)
Less: Net income (loss) attributable to noncontrolling interests603 977 1,137 1,477 
Net income (loss) attributable to common stockholders(12,607)(91,227)(41,754)(126,079)
Denominator
Weighted-average common shares outstanding31,020,493 30,039,233 30,796,943 29,952,018 
Basic and diluted net income (loss) per share:$(0.41)$(3.04)$(1.36)$(4.21)
  Three Months Ended September 30, 2017 Nine Months Ended September 30, 2017
Basic and diluted net income (loss) per share:    
Numerator    
Net income (loss) - continuing operations $3,802
 $(22,470)
Less: Net income (loss) attributable to noncontrolling interests 2,881
 9,460
Net income (loss) attributable to common stockholders - continuing operations $921
 $(31,930)
Net income (loss) attributable to common stockholders - discontinued operations (862) (1,751)
Net income (loss) attributable to common stockholders $59
 $(33,681)
Denominator 
 
Shares used in computation of basic net income (loss) per share 557,221,040
 559,726,154
Weighted-average effect of dilutive securities 9,448,009
 
Shares used in computation of diluted net income (loss) per share 566,669,049
 559,726,154
Basic and diluted net income (loss) per share (1):
 

 

Continuing operations $0.00
 $(0.06)
Discontinued operations (0.00) (0.00)
Basic and diluted net income (loss) per share $0.00
 $(0.06)
(1)The potentially dilutive impact of the warrants and the convertible senior notes has been excluded from the calculation of diluted net income (loss) per share for the three and nine months ended September 30, 2017 as the effect on net income (loss) per share from continuing operations was antidilutive. The potentially dilutive impact of equity awards has also been excluded from the calculation of diluted net income (loss) per share for the nine months ended September 30, 2017 as the effect on net income (loss) per share from continuing operations was antidilutive.
The following table sets forth the computation of basic and diluted net income (loss) per share of common stock for the three and nine months ended September 30, 2016 (in thousands, except share amounts and per share amounts):
  Three Months Ended September 30, 2016 Nine Months Ended September 30, 2016
  Class A Class B Class A Class B
Basic and diluted net income (loss) per share:        
Numerator        
Allocation of net income (loss) - continuing operations $(34,303) $(144) $(126,228) $(526)
Less: Allocation of net income (loss) attributable to noncontrolling interests 2,175
 9
 8,843
 37
Allocation of net income (loss) attributable to common stockholders - continuing operations $(36,478) $(153) $(135,071) $(563)
Allocation of net income (loss) attributable to common stockholders - discontinued operations (1,340) (5) (6,339) (26)
Allocation of net income (loss) attributable to common stockholders $(37,818) $(158) $(141,410) $(589)
Denominator 
 
 
 
Shares used in computation of basic and diluted net income (loss) per share 572,816,215
 2,399,976
 575,890,315
 2,399,976
Basic and diluted net income (loss) per share (1):
 

 

    
Continuing operations $(0.06) $(0.06) $(0.23) $(0.23)
Discontinued operations (0.01) (0.01) (0.02) (0.02)
Basic and diluted net income (loss) per share $(0.07) $(0.07) $(0.25) $(0.25)


32

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

(1)The potentially dilutive impacts of a conversion of Class B to Class A shares, outstanding equity awards, warrants and convertible senior notes have been excluded from the calculation of diluted net income (loss) per share for the three and nine months ended September 30, 2016 as their effect on net income (loss) per share from continuing operations was antidilutive.
The following weighted-average outstanding potentially-dilutive securitiespotentially dilutive instruments are not included in the diluted net income (loss) per share calculations above because they would have had an antidilutive effect on the net income (loss) per share from continuing operations:share:
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
Restricted stock units1,624,378 3,073,435 1,988,886 2,560,609 
Stock options3,500,000 — 1,769,444 — 
Other stock-based compensation awards(1)
33,165 158,344 48,176 106,263 
Convertible Senior notes due 2026 (2)
3,376,400 3,376,400 3,376,400 3,376,400 
Capped call transactions3,376,400 3,376,400 3,376,400 3,376,400 
Total11,910,343 9,984,579 10,559,306 9,419,672 
  Three Months Ended September 30, Nine Months Ended September 30,
  2017 2016 2017 2016
Stock options 16,000
 1,085,188
 1,038,123
 1,263,796
Restricted stock units 7,220,418
 31,375,699
 27,801,509
 35,119,921
Restricted stock 
 1,219,018
 1,042,862
 1,377,116
ESPP shares 
 1,079,839
 1,141,401
 1,237,057
Performance share units 
 
 183,174
 
Convertible senior notes 46,296,300
 46,296,300
 46,296,300
 30,185,866
Warrants 46,296,300
 46,296,300
 46,296,300
 24,250,443
Total 99,829,018
 127,352,344
 123,799,669
 93,434,199
The Company had outstanding performance share units as(1)As of September 30, 2017 and 2016 thatJune 30,2022, there were eligibleup to vest into33,333 shares of common stock outstanding that were excluded from the table above due to their status as Market-based Performance Share Units eligible to vest subject to the achievement of specified performance conditions. Contingently issuable shares are excluded from the computation of diluted earnings per share if, based on current period results, the shares would not be issuable if the end of the reporting period were the end of the contingency period. There are 1,876,785 and 778,092 performance share units for the three months ended September 30, 2017 and 2016, respectively, and 1,179,984 and 525,861 performance share units for the nine months ended September 30, 2017 and 2016, respectively, that were excluded from the table above as the performanceor market conditions which were not satisfied as of the end of the respective periods.period.
(2)We apply the if-converted method in computing the effect of our convertible senior notes on diluted net income (loss) per share, whereby the numerator of our diluted net income (loss) per share computations is adjusted for interest expense, net of tax, and the denominator is adjusted for the number of shares into which the convertible senior notes could be converted. The effect is only included in the calculation of income (loss) per share for those instruments for which it would reduce income (loss) per share. See Note 5, Financing Arrangements, for additional information.
24

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)
NOTE 13. SEGMENT INFORMATION
The segment information reported in the tables below reflects the operating results that are regularly reviewed by the Company'sour chief operating decision maker to assess performance and make resource allocation decisions. The Company previouslyOur operations are organized its operations into three operating segments: North America, EMEA and Rest of World. As a result of the dispositions discussed in Note 2, Discontinued Operations and Other Business Dispositions, which represented a substantial majority of the Company's international operations outside of EMEA and resulted in changes to the Company's internal reporting and leadership structure, the Company updated its segments in the first quarter of 2017 to report two operating segments: North America and International. The Company's operating segments continue to be the same as its reportable segments. In addition, the Company has changed itsOur measure of segment profitability inis contribution profit, defined as gross profit less marketing expense, which is consistent with how management reviews the first quarter of 2017. Historically, segment operating results reflectedof the segments. Contribution profit measures the amount of marketing investment needed to generate gross profit. Other operating income (loss) excluding stock-based compensation and acquisition-related expense (benefit), net. In connection with the internal reporting changes in the first quarter of 2017, the measure of segment profitability has been changed to operating income (loss), unadjusted. Prior period segment information has been retrospectively adjusted to reflectexpenses are excluded from contribution profit as management does not review those changes.expenses by segment.
The Company offers goodsfollowing table summarizes revenue by reportable segment and services through its online local commerce marketplaces incategory for the three primary categories: Local, Goods and Travel. six months ended June 30, 2023 and 2022 (in thousands):    
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
North America revenue:
Local$85,475 $101,469 $166,854 $198,390 
Goods4,780 6,204 9,845 14,498 
Travel5,579 4,451 8,394 9,400 
Total North America revenue (1)
95,834 112,124 185,093 222,288 
International revenue:
Local27,374 32,111 52,639 65,261 
Goods3,729 5,748 7,975 12,527 
Travel2,172 3,233 5,013 6,460 
Total International revenue (1)
$33,275 $41,092 $65,627 $84,248 
(1)North America includes revenue from the United States of $94.4 million and $110.1 million for the three months ended June 30, 2023 and 2022 and $182.1 million and $218.9 million for the six months ended June 30, 2023 and 2022. There were no other individual countries that represented more than 10% of consolidated total revenue for the three and six months ended June 30, 2023 and 2022. Revenue is attributed to individual countries based on the location of the customer.
The Company also earns advertisingfollowing table summarizes cost of revenue by reportable segment and commission revenue generated when customers make purchases with retailers using digital coupons accessed throughcategory for the Company's websitesthree and mobile applications. Revenuesix months ended June 30, 2023 and gross profit from those other sources, which are primarily generated through the Company's relationships with local and national merchants, are included within the Local category in the tables below.2022 (in thousands):

Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
North America cost of revenue:
Local$11,012 $13,877 $22,399 $27,040 
Goods797 1,248 1,742 2,707 
Travel932 1,096 1,917 2,391 
Total North America cost of revenue12,741 16,221 26,058 32,138 
International cost of revenue:
Local2,415 2,676 5,038 5,272 
Goods732 — 1,320 396 
Travel256 347 628 757 
Total International cost of revenue$3,403 $3,023 $6,986 $6,425 

25
33

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

The following table summarizes revenue by reportable segment for the three and nine months ended September 30, 2017 and 2016 (in thousands):
  Three Months Ended September 30, Nine Months Ended September 30,
  2017 2016 2017 2016
North America        
Local - Third-party and other $194,090
 $176,223
 $602,169
 $552,515
Goods: 
   
  
Third-party 4,323
 1,964
 10,139
 6,318
Direct 197,501
 283,855
 666,093
 878,629
Travel - Third-party 18,300
 21,239
 61,082
 63,554
Total North America revenue (1)
 $414,214
 $483,281
 $1,339,483
 $1,501,016
         
International        
Local - Third-party and other $71,574
 $64,282
 $201,257
 $201,145
Goods: 
      
Third-party 4,370
 6,577
 13,638
 26,867
Direct 134,507
 118,891
 384,734
 342,107
Travel - Third-party 9,801
 13,524
 31,599
 37,615
Total International revenue (1)
 $220,252
 $203,274
 $631,228
 $607,734
(1)North America includes revenue from the United States of $410.5 million and $476.3 million for the three months ended September 30, 2017 and 2016, respectively, and $1,317.9 million and $1,477.7 million for the nine months ended September 30, 2017 and 2016, respectively. International includes revenue from the United Kingdom of $82.2 million and $73.5 million for the three months ended September 30, 2017 and 2016, respectively, and $222.1 million and $225.9 million for the nine months ended September 30, 2017 and 2016, respectively. There were no other individual countries that represented more than 10% of consolidated total revenue for the three and nine months ended September 30, 2017 and 2016. In prior periods, revenue was attributed to individual countries based on the domicile of the legal entities within the Company's consolidated group that undertook those transactions. Beginning in the second quarter of 2017, the Company updated its attribution of revenue by country in the current period to be based on the location of the customer. Prior period revenue amounts by country have been retrospectively adjusted to reflect that change in attribution.


34

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

The following table summarizes grosscontribution profit by reportable segment for the three and ninesix months ended SeptemberJune 30, 20172023 and 20162022 (in thousands):
  Three Months Ended September 30, Nine Months Ended September 30,
  2017 2016 2017 2016
North America        
Local - Third-party and other $162,914
 $152,873
 $511,865
 $475,703
Goods: 
      
Third-party 3,205
 1,509
 7,719
 5,201
Direct 27,729
 30,022
 96,141
 104,571
Travel - Third-party 14,060
 17,257
 46,980
 49,303
Total North America gross profit $207,908
 $201,661
 $662,705
 $634,778
         
International        
Local - Third-party and other $67,860
 $59,257
 $189,357
 $186,448
Goods:        
Third-party 3,639
 5,698
 11,800
 23,249
Direct 21,096
 14,274
 54,127
 50,168
Travel - Third-party 8,922
 12,378
 28,954
 34,104
Total International gross profit $101,517
 $91,607
 $284,238
 $293,969
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
North America
Revenue$95,834 $112,124 $185,093 $222,288 
Cost of revenue12,741 16,221 26,058 32,138 
Marketing14,447 19,629 29,750 47,620 
Contribution profit68,646 76,274 129,285 142,530 
International
Revenue33,275 41,092 65,627 84,248 
Cost of revenue3,403 3,023 6,986 6,425 
Marketing7,820 9,743 17,365 21,168 
Contribution profit22,052 28,326 41,276 56,655 
Consolidated
Revenue129,109 153,216 250,720 306,536 
Cost of revenue16,144 19,244 33,044 38,563 
Marketing22,267 29,372 47,115 68,788 
Contribution profit90,698 104,600 170,561 199,185 
Selling, general and administrative96,263 123,938 197,897 250,358 
Goodwill impairment— 35,424 — 35,424 
Long-lived asset impairment— 8,811 — 8,811 
Restructuring and related charges(689)2,939 8,105 3,251 
Income (loss) from operations$(4,876)$(66,512)$(35,441)$(98,659)
The following table summarizes operating income by reportable segment for the three and nine months ended September 30, 2017 and 2016 (in thousands):
  Three Months Ended September 30, Nine Months Ended September 30,
  2017 2016 2017 2016
Operating income (loss) (1) (2) (3):
        
North America $(6,995) $(24,470) $(33,811) $(97,688)
International 5,782
 (370) 13,520
 (12,053)
Total operating income (loss) $(1,213) $(24,840) $(20,291) $(109,741)
(1)Includes stock-based compensation of $16.9 million and $24.8 million for North America and $1.4 million and $0.7 million for International for the three months ended September 30, 2017 and 2016, respectively, and $55.2 million and $81.2 million for North America and $4.1 million and $5.8 million for International for the nine months ended September 30, 2017 and 2016, respectively.
(2)Includes acquisition-related (benefit) expense, net of $4.3 million for North America for the nine months ended September 30, 2016.
(3)Includes restructuring charges of $7.0 million (which includes $0.8 million of stock-based compensation) and $1.0 million for North America and $4.5 million and $0.2 million for International for the three months ended September 30, 2017 and 2016, respectively, and $11.9 million (which includes $0.8 million of stock-based compensation) and $9.4 million (which includes $2.6 million of stock-based compensation) for North America and $6.9 million and $19.0 million (which includes $2.1 million of stock-based compensation) for International for the nine months ended September 30, 2017 and 2016, respectively.


35

GROUPON, INC.
NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS (Continued)
(unaudited)

The following table summarizes the Company's total assets by reportable segment as of SeptemberJune 30, 20172023 and December 31, 20162022 (in thousands):
June 30, 2023December 31, 2022
Total assets:
North America (1)
$490,761 $669,336 
International (1)
96,473 123,781 
Consolidated total assets$587,234 $793,117 
(1)North America contains assets from the United States of $483.8 million and $661.3 million as of June 30, 2023 and December 31, 2022. International contains assets from the Netherlands of $65.5 million as of June 30, 2023. There were no other individual countries that represented more than 10% of consolidated total assets as of June 30, 2023 and December 31, 2022.
26
 September 30, 2017 December 31, 2016
North America (1)
$877,353
 $1,122,261
International (1)
550,743
 563,864
Assets of discontinued operations
 75,252
Consolidated total assets$1,428,096
 $1,761,377
(1)North America contains assets from the United States of $854.1 million and $1,057.6 million as of September 30, 2017 and December 31, 2016, respectively. International contains assets from Ireland of $152.6 million and $203.2 million as of September 30, 2017 and December 31, 2016, respectively. There were no other individual countries that represented more than 10% of consolidated total assets as of September 30, 2017 and December 31, 2016.


ITEM 2. MANAGEMENT'S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS
The following discussion and analysis of our financial condition and results of operations should be read together with our condensed consolidated financial statementsCondensed Consolidated Financial Statements and related notes included under Part I, Item 1 of this Quarterly Report on Form 10-Q. This discussion contains forward-looking statements about our business and operations. Our actual results may differ materially from those we currently anticipate as a result of many factors, including those we describe under "Risk Factors"Part II, Item 1A, Risk Factors, and elsewhere in this Quarterly Report. See Part I, Forward-Looking Statements, for additional information.
Overview
Groupon operates online local commerce marketplaces throughout the worldis a global scaled two-sided marketplace that connect merchantsconnects consumers to consumers by offering goods and services, generally at a discount.merchants. Consumers access those marketplacesour marketplace through our websites, primarily localized groupon.com sites in many countries,mobile applications and our mobile applications. Traditionally, local merchants have tried to reach consumerswebsites. We operate in two segments, North America and generate sales through a variety of methods, including online advertising, paid telephone directories, direct mail, newspaper, radio, televisionInternational, and other promotions. By bringing the brick and mortar world of local commerce onto the Internet, Groupon is helping local merchants to attract customers and sell goods and services. We provide consumers with savings and help them discover what to do, eat, see and buy and where to travel.

We offer goods and services through our online local commerce marketplacesoperate in three primary categories:categories, Local, Goods and Travel. During 2017, we began shifting moreSee Item 1, Note 13, Segment Information, for additional information.
Our strategy is to be the trusted marketplace where customers go to buy local services and experiences. We plan to grow our revenue by building long-term relationships with local merchants to strengthen our inventory selection and by enhancing the customer experience through inventory curation and improved convenience in order to drive customer demand and purchase frequency.
We generate service revenue from Local, Goods, and Travel categories.Revenue primarily represents the net commissions earned from selling goods or services on behalf of third-party merchants. Revenue is reported on a net basis as the purchase price collected from the customer less the portion of the focus onpurchase price that is payable to the third-party merchant. We also earn commissions when customers make purchases with retailers using digital coupons accessed through our websites and mobile applications in North Americaapplications.
2022 Cost Savings Plan
In August 2022, we initiated a multi-phase cost savings plan designed to offerings inreduce our Local category, which we believe provides us with the greatest opportunity for long-term gross profit growth. As part of our growth strategy, we have also been developing and testing a number of product enhancements during the current year that are intendedexpense structure to make our offerings easier to use for both customers and merchants, including voucherless offerings that are linked to customer credit cards.

Our revenue from transactions in which we act as a third-party marketing agent is the purchase price paid by the customer, generally for a Groupon voucher (a "Groupon"), less the purchase price paid to the merchant. Our direct revenue from transactions in which we sell merchandise inventory in our Goods category as the merchant of record is the purchase price paid by the customer. We generated revenue of $634.5 million during the three months ended September 30, 2017, as compared to $686.6 million during the three months ended September 30, 2016, and $1,970.7 million during the nine months ended September 30, 2017, as compared to $2,108.8 million during the nine months ended September 30, 2016.

In October 2016, we completed a strategic review of our remaining international markets in connectionalign with our efforts to optimize our global footprint and focus on the markets that we believe to have the greatest potential to benefit our long-term financial performance. Based on that review, we decided to focus ourgo-forward business on 15 core countries, which are primarily based in North America and EMEA, and to pursue strategic alternatives for our operations in the remaining 11 countries, which were primarily based in Asia and Latin America. The dispositions of our operations in those 11 countries were completed between November 2016 and March 2017. A business disposition that represents a strategic shift and has (or will have) a major effect on


36


an entity's operations and financial results is reported as a discontinued operation. We determined that the decision reached by our management and Board of Directors to exit those 11 non-core countries, which comprised a substantial majority of our operations outside of North America and EMEA, represented a strategic shift in our business. Based on our review of quantitative and qualitative factors, we also determined that the disposition of the businesses in those 11 countries would have a major effect on our operations and financial results. As such, the financial results of our operations in those countries, including gains and losses on the dispositions, are presented as discontinued operations in our condensed consolidated statements of operations. Unless otherwise stated, all financial information discussed herein represents results from continuing operations.

We previously organized our operations into three operating segments: North America, EMEA and Rest of World. As a result of the dispositions discussed above, which represented a substantial majority of our international operations outside of EMEA and resulted in changes to our internal reporting and leadership structure, we updated our segment disclosures in the first quarter of 2017 to report two operating segments: North America and International. See Note 13, Segment Information, for further information. For the three months ended September 30, 2017, we derived 65.3% of our revenue from our North America segment and 34.7% of our revenue from our International segment. For the nine months ended September 30, 2017, we derived 68.0% of our revenue from our North America segment and 32.0% of our revenue from our International segment.
In September 2015, we commencedobjectives (the “2022 Cost Savings Plan”). The 2022 Cost Savings Plan included a restructuring plan, relating primarilyapproved by our Board on August 5, 2022 (the “2022 Restructuring Plan”). The first phase and second phase of the 2022 Restructuring Plan are expected to workforceinclude an overall reduction of approximately 1,000 positions globally, with the majority of these reductions completed as of March 31, 2023 and the remainder expected to occur by the end of 2023. In connection with first and second phase actions, we expect to record total pre-tax charges of $20.0 million to $27.0 million. A majority of the pre-tax charges are expected to be paid in cash and relate to employee severance and compensation benefits, with an immaterial amount of charges related to other exit costs. We have incurred total pretax charges of $19.1 million since the inception of the 2022 Restructuring Plan.
In July 2023, the Board approved the third phase of the 2022 Restructuring Plan, which is expected to include some reductions in our international operations. We have also undertaken workforce reductions in our North America segment.positions globally. In addition to workforce reductions in our ongoing markets, we ceased operations in 17 countries within our International segment from September 2015 through March 2016 in connection with our restructuring actions. Those country exits, which generally comprised our smallest international markets, resulted from a seriesthe third phase, we expect to record total pre-tax charges of separate decisions made at different times during that period that were not part of an overall strategic shift. See Note 9, Restructuring, for additional information about our restructuring plan. As a resultapproximately $3.6 million. A majority of the restructuring actions that we have taken, our operating expenses have decreased significantlypre-tax charges for the third phase are expected to be paid in recent periods on a year-over-year basiscash and we expect that trendprimarily related to continue through 2017. The actions under our restructuring plan are substantially complete asemployee severance and compensation benefits, with an immaterial amount of September 2017.charges related to other exit costs.
27


How We Measure Our Business
We measure our business with several financial and operating metrics. We use theseseveral operating and financial metrics to assess the progress of our business and make decisions on where to allocate capital, time and technology investments and assess the long-term performance of our marketplaces.investments. Certain of the financial metrics are reported in accordance with U.S. GAAPgenerally accepted accounting principles ("GAAP") and certain of thesethose metrics are considered non-GAAP financial measures. As our business evolves, we may make changes to ourthe key financial and operating metrics usedthat we use to measure our business in future periods.business. For further information and a reconciliationreconciliations to the most applicable financial measuremeasures under U.S. GAAP, refer to our discussion under Non-GAAP Financial Measures in the Results of Operations section.

FinancialOperating Metrics
Gross billings. This metric representsbillings is the total dollar value of customer purchases of goods and services. Gross billings is presented net of customer refunds, order discounts and sales and related taxes. The substantial majority of our revenue transactions are comprised of sales of vouchers and similar transactions in which we collect the transaction price from the customer and remit a portion of the transaction price to the third-party merchant who will provide the related goods or services. For third- party revenuethese transactions, gross billings differs from third-party revenueRevenue reported in our consolidated statementsCondensed Consolidated Statements of operations,Operations, which is presented net of the merchant's share of the transaction price. For direct revenue transactions, grossGross billings is equivalent to direct revenue reported in our consolidated statements of operations. We consider this metric to be an important indicator of our growth and business performance as it measures the dollar volume of transactions generated through our marketplaces. Tracking gross billings on third-party revenue transactions also allows us to monitor the percentage of gross billings that we are able to retain after payments to merchants.
Revenue. Third-party revenue, which is earned from transactions in which However, we act as a marketing agent, is reportedare focused on a net basis as the purchase price received from the customer less the purchase price paid to the featured merchant. Direct revenue, which is earned from sales of merchandise inventory directly to customers through our online marketplaces, is reported on a gross basis as the purchase price received from the customer.
Gross profit. Gross profit reflects the net margin earned after deducting our cost of revenue from our revenue. Due to the lack of comparability between third-party revenue, which is presented net of the merchant's share of the transaction price, and direct revenue, which is reported on a gross basis, we believe thatachieving long-term gross profit is an important measure for evaluating our performance.
and Adjusted Earnings Before Interest, Taxes, Depreciation and Amortization ("Adjusted EBITDA") growth.


37


Adjusted EBITDA. Adjusted EBITDA is a non-GAAP performance measure that we define as net income (loss) from continuing operations excluding income taxes, interestUnits are the number of purchases during the reporting period, before refunds and other non-operating items, depreciation and amortization, stock-based compensation, acquisition-related expense (benefit), net and other special charges and credits, including items that are unusual in nature or infrequently occurring. For further information and a reconciliation to the most applicable financial measure under U.S. GAAP, refer to our discussion under Non-GAAP Financial Measures in the Results of Operations section.
Free cash flow. Free cash flow is a non-GAAP financial measure that comprises net cash provided by (used in) operating activities from continuing operations less purchases of property and equipment and capitalized software from continuing operations. For further information and a reconciliation to the most applicable financial measure under U.S. GAAP, refer to our discussion under Non-GAAP Financial Measures in the Results of Operations section.
The following table presents the above financial metrics for the three and nine months ended September 30, 2017 and 2016 (in thousands):
  Three Months Ended September 30, Nine Months Ended September 30,
  2017 2016 2017 2016
  (in thousands)
Gross billings $1,341,497
 $1,322,959
 $4,063,706
 $4,082,184
Revenue 634,466
 686,555
 1,970,711
 2,108,750
Gross profit 309,425
 293,268
 946,943
 928,747
Adjusted EBITDA 46,607
 32,608
 144,680
 99,731
Free cash flow 9,606
 (52,561) (176,783) (214,698)
The most comparable U.S. GAAP performance measure for Adjusted EBITDA is "Income (loss) from continuing operations" and the most comparable U.S. GAAP liquidity measure for Free cash flow is "Net cash provided by (used in) operating activities from continuing operations." For further information and a reconciliation to the most applicable measure under U.S. GAAP, refer to our discussion under Non-GAAP Financial Measures in the Results of Operations section. The following table provides income (loss) from continuing operations and net cash provided by (used in) operating activities from continuing operations for the three and nine months ended September 30, 2017 and 2016 (in thousands):
  Three Months Ended September 30, Nine Months Ended September 30,
  2017 2016 2017 2016
  (in thousands)
Income (loss) from continuing operations $3,802
 $(34,447) $(22,470) $(126,754)
Net cash provided by (used in) operating activities from continuing operations $23,861
 $(39,879) $(133,067) $(165,665)
Operating Metrics
Active customers. We have historically defined active customers as unique user accounts that havecancellations, made a purchaseeither through one of our online marketplaces, duringa third-party marketplace, or directly with a merchant for which we earn a commission. We do not include purchases with retailers using digital coupons accessed through our websites or mobile applications in our units metric. We consider units to be an important indicator of the trailing twelve months ("TTM"). Astotal volume of business conducted through our marketplaces. We report units on a resultgross basis prior to the consideration of our ongoing developmentcustomer refunds and testing of voucherless offerings thattherefore units are linked to customer credit cards, we have updated our definition of activenot always a good proxy for gross billings.
Active customers as follows: are unique user accounts that have made a purchase during the TTMtrailing twelve months ("TTM") either through one of our online marketplaces or directly with a merchant for which we earned a commission. This change in definition did not have a significant impact on our active customer count for the TTM ended September 30, 2017. We consider this metric to be an important indicator of our business performance as it helps us to understand how the number of customers actively purchasing our offerings is trending. Some customers could establish and make purchases from more than one account, so it is possible that our active customer metric may count certain customers more than once in a given period. For entities thatWe do not include consumers who solely make purchases with retailers using digital coupons accessed through our websites or mobile applications in our active customer metric, nor do we have acquired in a business combination, active customers include unique user accounts that have made a purchaseconsumers who solely make purchases of our inventory through the acquired entity's website during the trailing twelve months,third-party marketplaces with which includes customers who have made purchases prior to our acquisition of the entity.
we partner.
Gross billings and gross profit per average active customer. These metrics represent the trailing twelve monthsOur gross billings and gross profit generated per average active customer. We use these metrics to evaluate average customer spend and resulting gross profit generation.


38


Units. This metric has historically represented the number of purchases made through our online marketplaces, before refunds and cancellations. As a result of our ongoing development and testing of voucherless offerings that are linked to customer credit cards, we have updated our definition of units as follows: purchases during the reporting period, before refunds and cancellations, made either through one of our online marketplaces or directly with a merchant for which we earned a commission. This change in definition did not have a significant impact on our unit count for the three and ninesix months ended SeptemberJune 30, 2017. We consider unit growth to be an important indicator of the total volume of business conducted through our marketplaces.
2023 and 2022 were as follows (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
Gross billings$393,458 $460,165 $789,883 $920,849 
Units9,635 12,052 20,094 24,718 
Our active customers gross billings per average active customer and gross profit per average active customer for the trailing twelve months ended SeptemberJune 30, 20172023 and 20162022 were as follows:follows (in thousands):
Trailing Twelve Months Ended June 30,
20232022
TTM Active Customers17,488 21,068 
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  Trailing Twelve Months Ended September 30,
  
2017 (1)
 
2016 (2)
TTM Active customers (in thousands) 49,140
 45,689
TTM Gross billings per average active customer $119.57
 $127.25
TTM Gross profit per average active customer $27.35
 $28.72
(1)TTM Active customers for the trailing twelve months ended September 30, 2017 includes approximately 0.7 million incremental active customers from the acquisition of LivingSocial, Inc.
(2)TTM Active customers for the trailing twelve months ended September 30, 2016 has decreased from 50.8 million active customers previously reported to 45.7 million active customers due to the exclusion of the customers from our operations in 11 countries that have been presented as discontinued operations. The exclusion of those countries' gross billings and active customers increased the TTM gross billings per average active customer for the twelve months ended September 30, 2016 from $122.82 previously reported to $127.25.

Financial Metrics
Our units for the three and nine months ended September 30, 2017 and 2016 were as follows:
  Three Months Ended September 30, Nine Months Ended September 30,
  2017 
2016 (1)
 2017 
2016 (1)
Units (in thousands) 44,142
 44,372
 134,334
 137,781
(1)Units have been reduced from 49.3 million to 44.4 million for the three months ended September 30, 2016 and from 152.3 million to 137.8 million for the nine months ended September 30, 2016 due to the exclusion of the units from our operations in 11 countries that have been presented as discontinued operations.
Factors Affecting Our Performance
Deal sourcing and quality. We consider our merchant relationships to be a vital part of our business model. We dependRevenue is earned through transactions on our ability to attract and retain merchants that are prepared to offer productswhich we generate commissions by selling goods or services on compelling terms, particularly as we attempt to expand our product and service offerings in order to create more complete online marketplaces for local commerce. Our online marketplaces, which we sometimes refer to as "pull" marketplaces, enable customers to search and browse for deal offerings on our websites and mobile applications. We primarily source the deal offerings available on our marketplaces through our sales personnel and buyers of merchandise inventory. In addition, we have entered into commercial agreements with several third-party marketplace operators that enable us to feature many of their offerings through our own marketplaces.
In North America and many of our international markets, merchants often have a continuous presence on our websites and mobile applications by offering vouchers on an ongoing basis for an extended period of time. Currently, a substantial majority of our merchants in North America elect to offer deals in this manner, and we expect that trend to continue. However, merchants have the ability to withdraw their deal offerings, and we generally do not have noncancelable long-term arrangements to guarantee availability of deals. In order to attract merchants that may not have run deals on our platform or would have run deals on a competing platform, we have been willing to accept lower deal margins across both of our segments and we expect that trend to continue. Additionally, we have been developing product enhancements to reduce friction related to the voucher redemption process, which we believe could make our services more attractive to merchants, as well as customers, once broadly implemented. If new merchants do not find our marketing and promotional services effective, or if our existing merchants do not believe that utilizing our services provides them with a long-term increase in customers, revenue or profit, they may stop making offers through our marketplaces or they may only continue offering deals if we accept lower margins.
We continue to focus more of our efforts on sourcing local deal offerings in subcategories that provide the best opportunities for high frequency customer purchase behavior. Those "high frequency use cases" include food and drink, health, beauty and


39


wellness, and events and activities. In connection with those efforts, we may be willing to offer more attractive terms to local merchants that could reduce our deal margins in future periods.

International operations. Operating a global business requires management attention and resources and requires us to localize our services to conform to a wide variety of local cultures, business practices, laws and policies. We have reduced our global footprint from 47 countries as of December 31, 2014 to 15 countries as of September 30, 2017. Notwithstanding our reduced global footprint, different commercial and regulatory environments in other countries can make it difficult for us to successfully operate our business. In addition, many of the automation tools and technology enhancements that we have implemented in North America are not yet fully implemented in our international markets.
Our international operations have increased as a percentage of our total revenue compared to the prior year period, primarily due to a higher proportion of direct revenue transactions in the Goods category of our International segment. For the three months ended September 30, 2017 and 2016, 34.7% and 29.6% of our revenue was generated from our International segment, respectively. For the nine months ended September 30, 2017 and 2016, 32.0% and 28.8% of our revenue was generated from our International segment, respectively.
Marketing activities. We must continue to acquire and retain customers in order to increase revenue and achieve profitability. If consumers do not perceive the offerings on our marketplaces to be attractive, or if we fail to introduce new or more relevant deals, we may not be able to acquire or retain customers. In addition, as we continue to build out more complete marketplaces, our success will depend on our ability to increase consumer awareness of offerings available through those marketplaces. We significantly increased our marketing spending throughout 2016 and 2017 in order to drive customer growth. Our increased levels of marketing spending in recent periods have included significant offline campaigns intended to increase customer awareness of the Groupon brand and our product and service offerings. We expect to continue our use of such offline campaigns for the foreseeable future.
We consider order discounts, free shipping on qualifying merchandise sales and reducing margins on our deals to be marketing-related activities, even though these activities are not presented as marketing expenses in our consolidated statements of operations. We have continued to use order discounts as a marketing tool in recent periods because we believe that this is an effective method of driving transaction activity through our marketplaces and acquiring new customers. Additionally, we have, and expect to continue to, reduce our deal margins when we believe that by doing so we can offer our customers a product or service from a merchant who might not have otherwise been willing to conduct business through our marketplaces. We consider such margin reductions to be a marketing-related activity because we believe that offering compelling deals from top merchants on our marketplaces is an effective method of retaining, activating and acquiring customers.

Investment in growth. We intend to continue to invest in product enhancements and infrastructure to support our growth. We also have invested in business acquisitions to grow our merchant and customer base, expand and advance our product and service offerings and enhance our technology capabilities. We anticipate that we will make substantial investments in the foreseeable future as we continue to increase our offerings and improve the quality of active deals available through our marketplaces, broaden our customer base and develop our technology. We are currently developing and testing a number of product enhancements intended to make our offerings easier to use for both customers and merchants, including voucherless offerings that are linked to customer credit cards and functionality enabling appointment booking at the time an offering is purchased. Deals that offer cash back on a customer's credit card may involve Groupon collecting a net fee from the merchant, rather than selling a voucher to the customer and then remitting a portion of the proceeds to the merchant. We report the sale of vouchers to customers as gross billings, so while we believe that voucherless offerings have the potential to increase customer purchase frequency and generate gross profit growth, our gross billings could be adversely impacted when those offerings begin to scale.
Additionally, we believe that our restructuring actions and efforts to automate internal processes, which have allowed us to centralize many of our back office activities in lower cost shared service centers, will enable us to run our business more efficiently with an improved cost structure. We intend to use some of that cost savings to continue to invest in marketing and product enhancements to drive the growth of our online marketplaces.
Competitive pressure. We face competition from a variety of sources. Some of our competitors offer deals as an add-on to their core businesses, and others have adopted a business model similar to ours. In addition to such competitors, we expect to increasingly compete against other large internet and technology-based businesses that have launched initiatives which are directly competitive to our core business. We also expect to compete against other internet sites that are focused on specific communities or interests and offer coupons or discount arrangements related to such communities or interests. Further, as our business continues to evolve, we anticipate facing new competition. Increased competition in the future may adversely impact our gross billings, revenue and profit margins.


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Results of Operations
Gross Billings
Gross billings represents the total dollar value of customer purchases of goods and services. Gross billings is presented net of customer refunds, order discounts and sales and related taxes.
Three Months Ended September 30, 2017 and 2016:
Gross billings for the three months ended September 30, 2017 and 2016 was as follows:
 Three Months Ended September 30,
 2017 2016 $ Change % Change
 (dollars in thousands)
Gross billings:       
Third-party$991,475
 $900,736
 $90,739
 10.1 %
Direct332,008
 402,809
 (70,801) (17.6)
Other18,014
 19,414
 (1,400) (7.2)
Total gross billings$1,341,497
 $1,322,959
 $18,538
 1.4
The effect on our gross billings for the three months ended September 30, 2017 from changes in exchange rates versus the U.S. dollar was as follows:
 Three Months Ended September 30, 2017
 
At Avg. Q3 2016 Rates (1)
 
Exchange Rate Effect (2)
 As Reported
 (in thousands)
Gross billings$1,325,952
 $15,545
 $1,341,497
(1)Represents the financial statement balance that would have resulted had exchange rates in the reporting period been the same as those in effect in the prior year period.
(2)Represents the increase or decrease in the reported amount resulting from changes in exchange rates from those in effect in the prior year period.
The increase in gross billings for the three months ended September 30, 2017 primarily resulted from a $7.9 million increase in our North America segment and a $10.7 million increase in our International segment. See below for information about gross billings by segment.



41


Gross Billings by Segment

Gross billings by category and segment for the three months ended September 30, 2017and 2016 was as follows:

  Three Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
North America:        
Local - Third-party and other (1)
 $606,184
 $530,768
 $75,416
 14.2 %
Goods:        
Third-party 31,978
 12,775
 19,203
 150.3
Direct 197,501
 283,855
 (86,354) (30.4)
Travel - Third-party 93,186
 93,564
 (378) (0.4)
Total North America gross billings 928,849
 920,962
 7,887
 0.9
         
International:        
Local - Third-party and other (1)
 202,991
 184,068
 18,923
 10.3
Goods:        
Third-party 25,313
 40,011
 (14,698) (36.7)
Direct 134,507
 118,954
 15,553
 13.1
Travel - Third-party 49,837
 58,964
 (9,127) (15.5)
Total International gross billings 412,648
 401,997
 10,651
 2.6
Total gross billings $1,341,497
 $1,322,959
 $18,538
 1.4

(1)Includes gross billings from deals with local and national merchants and from local events.
The percentages of gross billings by segment for the three months ended September 30, 2017and 2016 were as follows:

Q3 2017Q3 2016
grpn2017q3_chart-42554.jpg                                                                      grpn2017q3_chart-43585.jpg
North AmericaInternational

North America
The increase in North America segment gross billings for the three months ended September 30, 2017 reflects increases from third-party revenue transactions in our Local and Goods categories. Those increases were primarily attributable to the following:
an increase in active customers, primarily attributable to our continued investments in customer acquisition marketing initiatives;
an increase from our acquisition of LivingSocial, which contributed $26.0 million of Local gross billings, $4.4 million of Goods gross billings and $1.7 million of Travel gross billings;


42


we shifted more of the focus on our websites and mobile applications toward offerings in our Local category, as discussed above; and
in our Goods category, there was a shift to more third-party revenue transactions in which merchants offer their products through our online marketplaces.

The increases in gross billings from third-party revenue transactions in our Local and Goods categories were partially offset by the following:
an $86.4 million decrease from direct revenue transactions in our Goods category. We continued our efforts to de-emphasize lower margin product offerings, which resulted in a shift in focus toward offerings in our Local category and adversely impacted Goods gross billings in the current period. Gross billings from direct revenue transactions in our Goods category were also adversely impacted by the increased proportionbehalf of third-party revenue transactions in that category;
gross billings per average active customer decreased to $28.82 for the three months ended September 30, 2017 from $32.26 in the prior year period; and
the adverse impacts of hurricanes Harvey and Irma.

Order discounts, which are presented as a reduction of gross billings and revenue, decreased by $10.5 million to $32.4 million for the three months ended September 30, 2017, as compared to $42.9 million in the prior year period.

International
The increase in International segment gross billings for the three months ended September 30, 2017 reflects increases in our Local category and direct revenue transactions in our Goods category. The increase was primarily attributable to the following:

an increase in active customers, primarily attributable to our continued investment in customer acquisition marketing initiatives;
an increase in direct revenue transactions in our Goods category. During the three months ended September 30, 2017, we continued to shift an increasing proportion of our Goods category to direct revenue transactions, as we believe that such transactions frequently result in a better customer experience; and
an increase in gross billings per average active customer, which increased to $24.99 for the three months ended September 30, 2017 from $24.02 in the prior year period.

The increases in gross billings in our Local category and from direct revenue transactions in our Goods category were partially offset by a $14.7 million decrease in gross billings from third-party revenue transactions in our Goods category, as discussed above, and a $9.1 million decrease in our Travel category.
There was a $15.5 million favorable impact from year-over-year changes in foreign currency rates.

Order discounts, which are presented as a reduction of gross billings and revenue, increased by $0.5 million to $11.0 million for three months ended September 30, 2017, as compared to $10.5 million for the prior year period.

Nine Months Ended September 30, 2017 and 2016:
Gross billings for the nine months ended September 30, 2017 and 2016 was as follows:
 Nine Months Ended September 30,
 2017 2016 $ Change % Change
 (dollars in thousands)
Gross billings:       
Third-party$2,959,103
 $2,803,758
 $155,345
 5.5 %
Direct1,050,827
 1,220,736
 (169,909) (13.9)
Other53,776
 57,690
 (3,914) (6.8)
Total gross billings$4,063,706
 $4,082,184
 $(18,478) (0.5)



43


The effect on our gross billings for the nine months ended September 30, 2017 from changes in exchange rates versus the U.S. dollar was as follows:
 Nine Months Ended September 30,
 
At Avg. Q3 2016 YTD Rates (1)
 
Exchange Rate Effect (2)
 As Reported
 (in thousands)
Gross billings$4,073,248
 $(9,542) $4,063,706
(1)Represents the financial statement balance that would have resulted had exchange rates in the reporting period been the same as those in effect in the prior year period.
(2)Represents the increase or decrease in the reported amount resulting from changes in exchange rates from those in effect in the prior year period.
The decrease in gross billings for the nine months ended September 30, 2017 primarily resulted from a $62.0 million decrease in our International segment, partially offset by a $43.5 million increase in our North America segment. See below for information about gross billings by segment.
Gross Billings by Segment

Gross billings by category and segment for the nine months ended September 30, 2017and 2016 was as follows:
  Nine Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
North America:        
Local - Third-party and other (1)
 $1,809,783
 $1,612,830
 $196,953
 12.2 %
Goods:        
Third-party 71,898
 30,489
 41,409
 135.8
Direct 666,093
 878,629
 (212,536) (24.2)
Travel - Third-party 320,019
 302,342
 17,677
 5.8
Total North America gross billings 2,867,793
 2,824,290
 43,503
 1.5
         
International:        
Local - Third-party and other (1)
 583,618
 581,066
 2,552
 0.4
Goods:        
Third-party 78,582
 155,625
 (77,043) (49.5)
Direct 384,734
 342,107
 42,627
 12.5
Travel - Third-party 148,979
 179,096
 (30,117) (16.8)
Total International gross billings 1,195,913
 1,257,894
 (61,981) (4.9)
Total gross billings $4,063,706
 $4,082,184
 $(18,478) (0.5)

(1)Includes gross billings from deals with local and national merchants and from local events.


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The percentages of gross billings by segment for the nine months ended September 30, 2017and 2016 were as follows:

Q3 2017 YTDQ3 2016 YTD
grpn2017q3_chart-44541.jpg                                                                                 grpn2017q3_chart-45372.jpg
North AmericaInternational

North America
The increase in North America segment gross billings for the nine months ended September 30, 2017 reflects increases from third-party and other revenue transactions across all three of our categories. Those increases were primarily attributable to the following:
an increase in active customers, primarily attributable to our continued investments in customer acquisition marketing initiatives;
an increase from our acquisition of LivingSocial, which contributed $64.5 million of Local gross billings, $6.5 million of Goods gross billings, and $10.6 million of Travel gross billings;
we shifted more of the focus on our websites and mobile applications toward offerings in our Local category; and
in our Goods category, there was a shift to more third-party revenue transactions in which merchants offer their products through our online marketplaces.

The increases in gross billings from third-party and other revenue transactions were partially offset by the following:
a $212.5 million decrease from direct revenue transactions in our Goods category. We continued our efforts to de-emphasize lower margin product offerings, which resulted in a shift in focus toward offerings in our Local category and adversely impacted Goods gross billings in the current period. Gross billings from direct revenue transactions in our Goods category were also adversely impacted by the increased proportion of third-party revenue transactions in that category, as discussed above; and
gross billings per average active customer decreased to $90.21 for the nine months ended September 30, 2017 from $103.03 in the prior year period.

Order discounts, which are presented as a reduction of gross billings and revenue, increased by $8.4 million to $129.3 million for the nine months ended September 30, 2017, as compared to $120.9 million in the prior year period.

International
The decrease in International segment gross billings for the nine months ended September 30, 2017 reflects decreases in third-party revenue in our Goods and Travel categories. Those decreases were primarily attributable to the following:

a decrease in third-party revenue transactions in our Goods category. During the nine months ended September 30, 2017, we continued to shift an increasing proportion of our Goods category to direct revenue transactions, as we believe that such transactions frequently result in a better customer experience;
a decrease in gross billings per average active customer, which declined to $72.05 for the nine months ended September 30, 2017 from $73.40 in the prior year period; and
a $30.1 million decrease in our Travel category.



45


The decreases in third-party revenue in our Goods and Travel categories were partially offset by the following:

a $42.6 million increase in direct revenue transactions in our Goods category, as discussed above; and
an increase in active customers within our Local category, primarily attributable to our continued investment in customer acquisition marketing initiatives.

There was a $9.5 million unfavorable impact from year-over-year changes in foreign currency rates.

Order discounts, which are presented as a reduction of gross billings and revenue, decreased by $1.1 million to $29.4 million for nine months ended September 30, 2017, as compared to $30.5 million for the prior year period.

Revenue
Third-party revenue arises from transactions in which we are acting as a marketing agent primarily by selling vouchers through our online local commerce marketplaces that can be redeemed for goods or services with third-party merchants. Our third-party revenueRevenue from those transactions is reported on a net basis as the purchase price receivedcollected from the customer for the offering less thean agreed upon portion of the purchase price paid to the third-party merchant.
Direct revenue arises from transactions in our Goods category in which Revenue also includes commissions we sell merchandise inventory directly to customers through our online marketplaces. The direct revenue that we earn from those transactions is reported on a gross basis as the purchase price we receive from the customer.
Other revenue primarily consists of commission revenue earned when customers make purchases with retailers using digital coupons accessed through our websites and mobile applications and advertising revenue. Indigital properties.
Gross profit reflects the current year, other revenue includes commissions from merchants from voucherless offerings that are linked to customer credit cards. In the prior year, other revenue also included payment processing revenue.
Three Months Ended September 30, 2017 and 2016:
Revenue for the three months ended September 30, 2017 and 2016 was as follows:
 Three Months Ended September 30,
 2017 2016 $ Change % Change
 (dollars in thousands)
Revenue:       
Third-party$284,444
 $262,468
 $21,976
 8.4 %
Direct332,008
 402,746
 (70,738) (17.6)
Other18,014
 21,341
 (3,327) (15.6)
Total revenue$634,466
 $686,555
 $(52,089) (7.6)
The effect on revenue for the three months ended September 30, 2017 from changes in exchange rates versus the U.S. dollar was as follows:
 Three Months Ended September 30, 2017
 
At Avg. Q3 2016 Rates (1)
 
Exchange Rate Effect (2)
 As Reported
 (in thousands)
Revenue$625,166
 $9,300
 $634,466
(1)Represents the financial statement balance that would have resulted had exchange rates in the reporting period been the same as those in effect in the prior year period.
(2)Represents the increase or decrease in the reported amount resulting from changes in exchange rates from those in effect in the prior year period.
The decrease in total revenue for the three months ended September 30, 2017 primarily resulted from a $69.1 million decrease in our North America segment, partially offset by a $17.0 million increase in our International segment. See below for information about revenue by segment.


46



Revenue by Segment
Revenue by category and segment for the three months ended September 30, 2017 and 2016 was as follows:
  Three Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
North America:        
Local - Third-party and other (1)
 $194,090
 $176,223
 $17,867
 10.1 %
Goods:        
Third-party 4,323
 1,964
 2,359
 120.1
Direct 197,501
 283,855
 (86,354) (30.4)
Travel - Third-party 18,300
 21,239
 (2,939) (13.8)
Total North America revenue 414,214
 483,281
 (69,067) (14.3)
         
International:        
Local - Third-party and other (1)
 71,574
 64,282
 7,292
 11.3
Goods:        
Third-party 4,370
 6,577
 (2,207) (33.6)
Direct 134,507
 118,891
 15,616
 13.1
Travel - Third-party 9,801
 13,524
 (3,723) (27.5)
Total International revenue 220,252
 203,274
 16,978
 8.4
Total revenue $634,466
 $686,555
 $(52,089) (7.6)
(1)Includes revenue from deals with local and national merchants and through local events.
The percentages of revenue by segment for the three months ended September 30, 2017and 2016 were as follows:
Q3 2017Q3 2016
grpn2017q3_chart-46326.jpg                                                                                 grpn2017q3_chart-47196.jpg
North AmericaInternational


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The percentages of third-party and other gross billings thatnet margin we retainedearn after deducting the merchant's share for the three months ended September 30, 2017 and 2016 were as follows:
North AmericaInternational
grpn2017q3_chart-48007.jpg         grpn2017q3_chart-49081.jpg          
North America
The decrease in North America segment revenue for the three months ended September 30, 2017 reflects an $86.4 million decrease from direct revenue transactions in our Goods category, resulting from the decrease in Goods gross billings as discussed above. We have begun to increasingly focus the business on initiatives that are intended to optimize for gross profit to a greater extent than revenue, particularly in our North America segment, including shifting more of the focus on our websites and mobile applications toward offerings in our Local category. The resulting shift in North America gross billings away from our Goods category adversely impacted revenue in the current period, as direct revenue transactions in our Goods category are presented on a gross basis.
The decrease in direct revenue in our Goods category was partially offset by an increase in third-party and other revenue in our Local category. The increase in Local revenue was attributable to the increases in Local gross billings as discussed above.

The percentage of gross billings that we retained after deducting the merchant’s share on third-party and other revenue transactions across our three categories decreased to 29.6% for the three months ended September 30, 2017, as compared to 31.3% in the prior year period. This decrease in the percentage of gross billings that we retained after deducting the merchant's share reflects the overall results of individual deal-by-deal negotiations with merchants and can vary significantly from period-to-period.

International
The increase in International segment revenue for the three months ended September 30, 2017 reflects an increase in our Local category and direct revenue transactions in our Goods category, partially offset by decreases in third-party revenue in our Goods and Travel categories. The increases were primarily attributable to the following:
a $15.6 million increase in direct revenue transactions in our Goods category, resulting from the continued shift toward a greater proportion of Goods gross billings arising from direct revenue transactions, as discussed above. The resulting shift in Goods gross billings to direct revenue transactions favorably impacted revenue in the current period, as direct revenue transactions in our Goods category are presented on a gross basis; and
a $7.3 million increase in third party and other revenue in our Local category. The increase in Local revenue was primarily attributable to the increases in Local gross billings, as discussed above.

The $3.7 million decrease in our Travel category was primarily attributable to the decreases in Travel gross billings, as discussed above.

The percentage of gross billings that we retained after deducting the merchant’s share on third party and other revenue transactions across our three categories increased to 30.8% for the three months ended September 30, 2017 from 29.8% for the prior year period. This increase in the percentage of gross billings that we retained after deducting the merchant's share reflects the overall results of individual deal-by-deal negotiations with merchants and can vary significantly from period-to-period.



48


There was a $9.5 million favorable impact on International segment revenue from year-over-year changes in foreign exchange rates for the three months ended September 30, 2017.
Nine Months Ended September 30, 2017 and 2016:
Revenue for the nine months ended September 30, 2017 and 2016 was as follows:
 Nine Months Ended September 30,
 2017 2016 $ Change % Change
 (dollars in thousands)
Revenue:       
Third-party$866,108
 $830,324
 $35,784
 4.3 %
Direct1,050,827
 1,220,736
 (169,909) (13.9)
Other53,776
 57,690
 (3,914) (6.8)
Total revenue$1,970,711
 $2,108,750
 $(138,039) (6.5)
The effect on revenue for the nine months ended September 30, 2017 from changes in exchange rates versus the U.S. dollar was as follows:
 Nine Months Ended September 30, 2017
 
At Avg. Q3 2016 YTD Rates (1)
 
Exchange Rate Effect (2)
 As Reported
 (in thousands)
Revenue$1,975,201
 $(4,490) $1,970,711
(1)Represents the financial statement balance that would have resulted had exchange rates in the reporting period been the same as those in effect in the prior year period.
(2)Represents the increase or decrease in the reported amount resulting from changes in exchange rates from those in effect in the prior year period.
The decrease in total revenue for the nine months ended September 30, 2017 resulted from a $161.5 million decrease in our North America segment, partially offset by a $23.5 million increase in our International segment. See below for information about revenue by segment.



49


Revenue by Segment
Revenue by category and segment for the nine months ended September 30, 2017 and 2016 was as follows:
  Nine Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
North America:        
Local - Third-party and other (1)
 $602,169
 $552,515
 $49,654
 9.0 %
Goods:        
Third-party 10,139
 6,318
 3,821
 60.5
Direct 666,093
 878,629
 (212,536) (24.2)
Travel - Third-party 61,082
 63,554
 (2,472) (3.9)
Total North America revenue 1,339,483
 1,501,016
 (161,533) (10.8)
         
International:        
Local - Third-party and other (1)
 201,257
 201,145
 112
 0.1
Goods:        
Third-party 13,638
 26,867
 (13,229) (49.2)
Direct 384,734
 342,107
 42,627
 12.5
Travel - Third-party 31,599
 37,615
 (6,016) (16.0)
Total International revenue 631,228
 607,734
 23,494
 3.9
Total revenue $1,970,711
 $2,108,750
 $(138,039) (6.5)
(1)Includes revenue from deals with local and national merchants and through local events.
The percentages of revenue by segment for the nine months ended September 30, 2017and 2016 were as follows:
Q3 2017 YTDQ3 2016 YTD
grpn2017q3_chart-50258.jpg                                                                            grpn2017q3_chart-51208.jpg
North AmericaInternational


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The percentages of third-party and other gross billings that we retained after deducting the merchant's share for the nine months ended September 30, 2017 and 2016 were as follows:
North AmericaInternational
  grpn2017q3_chart-52102.jpg            grpn2017q3_chart-53136.jpg       
North America
The decrease in North America segment revenue for the nine months ended September 30, 2017 reflects a $212.5 million decrease from direct revenue transactions in our Goods category, resulting from the decrease in Goods gross billings as discussed above. We have begun to increasingly focus the business on initiatives that are intended to optimize for gross profit to a greater extent than revenue, particularly in our North America segment, including shifting more of the focus on our websites and mobile applications toward offerings in our Local category. The resulting shift in North America gross billings away from our Goods category adversely impacted revenue in the current period, as direct revenue transactions in our Goods category are presented on a gross basis.
The decrease in direct revenue in our Goods category was partially offset by an increase in third-party and other revenue in our Local category. The increase in Local revenue was attributable to the increases in Local gross billings as discussed above.

The percentage of gross billings that we retained after deducting the merchant’s share in third-party and other revenue transactions across our three categories decreased to 30.6% for the nine months ended September 30, 2017, as compared to 32.0% in the prior year period. The percentage of gross billings that we retained after deducting the merchant's share reflects the overall results of individual deal-by-deal negotiations with merchants and can vary significantly from period-to-period.

International
The increase in International segment revenue for the nine months ended September 30, 2017 reflects a $42.6 million increase in direct revenue transactions in our Goods category, resulting from the continued shift toward a greater proportion of Goods gross billings arising from direct revenue transactions, as discussed above. The resulting shift in Goods gross billings to direct revenue transactions favorably impacted revenue in the current period, as direct revenue transactions in our Goods category are presented on a gross basis.
The $6.0 million decrease in our Travel category was primarily attributable to the decreases in Travel gross billings, as discussed above.

The percentage of gross billings that we retained after deducting the merchant’s share on third party and other revenue transactions across our three categories increased to 30.4% for the nine months ended September 30, 2017, as compared to 29.0% in the prior year period. The percentage of gross billings that we retained after deducting the merchant's share reflects the overall results of individual deal-by-deal negotiations with merchants and can vary significantly from period-to-period.

There was a $4.3 million unfavorable impact on International segment revenue from year-over-year changes in foreign exchange rates for the nine months ended September 30, 2017.


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Cost of Revenue

For direct revenue transactions, cost of revenue includes the cost of inventory, shipping and fulfillment costs and inventory markdowns. Fulfillment costs are comprised of third-party logistics provider costs, as well as rent, depreciation, personnel costs and other costs of operating our fulfillment center. For third-party revenue transactions, cost of revenue includes estimated refunds for which the merchant's share is not recoverable. Other costs incurred to generate revenue, which include credit card processing fees, editorial costs, compensation expense for technology support personnel who are responsible for maintaining the infrastructure of the Company's websites, amortization of internal-use software relating to customer-facing applications, web hosting and other processing fees, are attributed to cost of third-party revenue, direct revenue and other revenue in proportion to gross billings during the period.
Three Months Ended September 30, 2017 and 2016:

Cost of revenue on third-party, direct revenue and other revenue for the three months ended September 30, 2017 and 2016 was as follows:
  Three Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
Cost of revenue:        
Third-party $41,612
 $34,456
 $7,156
 20.8 %
Direct 283,183
 358,450
 (75,267) (21.0)
Other 246
 381
 (135) (35.4)
Total cost of revenue $325,041
 $393,287
 $(68,246) (17.4)
The effect on cost of revenue for the three months ended September 30, 2017 from changes in exchange rates versus the U.S. dollar was as follows:
 Three Months Ended September 30, 2017
 
At Avg. Q3 2016 Rates (1)
 
Exchange Rate Effect (2)
 As Reported
 (in thousands)
Cost of revenue$319,181
 $5,860
 $325,041
(1)Represents the financial statement balance that would have resulted had exchange rates in the reporting period been the same as those in effect in the prior year period.
(2)Represents the increase or decrease in the reported amount resulting from changes in exchange rates from those in effect in the prior year period.
The decrease in total cost of revenue for the three months ended September 30, 2017 resulted from a $75.3 million decrease in our North America segment, partially offset by a $7.1 million increase in our International segment. See below for information about cost of revenue by segment.



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Cost of Revenue by Segment
Cost of revenue by category and segment for the three months ended September 30, 2017 and 2016 was as follows:
  Three Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
North America:        
Local - Third-party and other (1)
 $31,176
 $23,350
 $7,826
 33.5 %
Goods:        
Third-party 1,118
 455
 663
 145.7
Direct 169,772
 253,833
 (84,061) (33.1)
Travel - Third-party 4,240
 3,982
 258
 6.5
Total North America cost of revenue 206,306
 281,620
 (75,314) (26.7)
         
International:        
Local - Third-party and other (1)
 3,714
 5,025
 (1,311) (26.1)
Goods:        
Third-party 731
 879
 (148) (16.8)
Direct 113,411
 104,617
 8,794
 8.4
Travel - Third-party 879
 1,146
 (267) (23.3)
Total International cost of revenue 118,735
 111,667
 7,068
 6.3
Total cost of revenue $325,041
 $393,287
 $(68,246) (17.4)

(1)
Includes cost of revenue from deals with local and national merchants and through local events.
The percentages of cost of revenue by segment for the three months ended September 30, 2017and 2016 were as follows:

Q3 2017Q3 2016
grpn2017q3_chart-54038.jpg                                                                            grpn2017q3_chart-54763.jpg
North AmericaInternational

North America
The decrease in North America segment cost of revenue for the three months ended September 30, 2017 reflects an $84.1 million decrease from direct revenue transactions in our Goods category. That decrease was attributable to the following:

the decrease in direct revenue from our Goods category as discussed above; and
our efforts to de-emphasize lower margin product offerings.



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The decrease in cost of revenue was partially offset by a $7.8 million increase in cost of revenue in our Local category primarily attributable to the increases in Local gross billings, as discussed above.

International

The increase in International segment cost of revenue for the three months ended September 30, 2017 reflects an $8.8 million increase from direct revenue transactions in our Goods category. That increase was attributable to the increase in direct revenue transactions from our Goods category, as discussed above.

There was a $5.9 million unfavorable impact on International segment cost of revenue from year-over-year changesour revenue.
Adjusted EBITDA is a non-GAAP financial measure that we define as net income (loss) from operations excluding income taxes, interest and other non-operating items, depreciation and amortization, stock-based compensation and other special charges and credits, including items that are unusual in foreign exchange ratesnature or infrequently occurring. For further information and a reconciliation to net income (loss), refer to our discussion under Non-GAAP Financial Measures in the Results of Operations section.
Free cash flow is a non-GAAP financial measure that comprises net cash provided by (used in) operating activities from operations less purchases of property and equipment and capitalized software. For further information and a reconciliation to net cash provided by (used in) operating activities, refer to our discussion in the LiquidityandCapital Resources section.
The following table presents the above financial metrics for the three and six months ended SeptemberJune 30, 2017.2023 and 2022 (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
Revenue$129,109 $153,216 $250,720 $306,536 
Gross profit112,965 133,972 217,676 267,973 
Adjusted EBITDA15,197 5,728 10,294 (1,232)
Free cash flow(44,563)(39,340)(130,427)(130,505)
Nine Months Ended September 30, 2017 and 2016:Operating Expenses

Cost of revenue on third-party, direct revenue and other revenue for the nine months ended September 30, 2017 and 2016 was as follows:
  Nine Months Ended September 30, 2017
  2017 2016 $ Change % Change
  (dollars in thousands)
Cost of revenue:        
Third-party $122,382
 $107,240
 $15,142
 14.1 %
Direct 900,559
 1,065,997
 (165,438) (15.5)
Other 827
 6,766
 (5,939) (87.8)
Total cost of revenue $1,023,768
 $1,180,003
 $(156,235) (13.2)
The effect on cost of revenue for the nine months ended September 30, 2017 from changes in exchange rates versus the U.S. dollar was as follows:
 Nine Months Ended September 30, 2017
 
At Avg. Q3 2016 YTD Rates (1)
 
Exchange Rate Effect (2)
 As Reported
 (in thousands)
Cost of revenue$1,024,807
 $(1,039) $1,023,768
(1)Represents the financial statement balance that would have resulted had exchange rates in the reporting period been the same as those in effect in the prior year period.
(2)Represents the increase or decrease in the reported amount resulting from changes in exchange rates from those in effect in the prior year period.
The decrease in total cost of revenue for the nine months ended September 30, 2017 resulted from a $189.5 million decrease in our North America segment, partially offset by a $33.2 million increase in our International segment. See below for information about cost of revenue by segment.



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Cost of Revenue by Segment
Cost of revenue by category and segment for the nine months ended September 30, 2017 and 2016 was as follows:
  Nine Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
North America:        
Local - Third-party and other (1)
 $90,304
 $76,812
 $13,492
 17.6 %
Goods:        
Third-party 2,420
 1,117
 1,303
 116.7
Direct 569,952
 774,058
 (204,106) (26.4)
Travel - Third-party 14,102
 14,251
 (149) (1.0)
Total North America cost of revenue 676,778
 866,238
 (189,460) (21.9)
         
International:        
Local - Third-party and other (1)
 11,900
 14,697
 (2,797) (19.0)
Goods:        
Third-party 1,838
 3,618
 (1,780) (49.2)
Direct 330,607
 291,939
 38,668
 13.2
Travel - Third-party 2,645
 3,511
 (866) (24.7)
Total International cost of revenue 346,990
 313,765
 33,225
 10.6
Total cost of revenue $1,023,768
 $1,180,003
 $(156,235) (13.2)

(1)
Includes cost of revenue from deals with local and national merchants and through local events.
The percentages of cost of revenue by segment for the nine months ended September 30, 2017and 2016 were as follows:

Q3 2017 YTDQ3 2016 YTD
 grpn2017q3_chart-55729.jpg                                                                                 grpn2017q3_chart-56484.jpg
North AmericaInternational

North America
The decrease in North America segment cost of revenue for the nine months ended September 30, 2017 reflects a $204.1 million decrease from direct revenue transactions in our Goods category. That decrease was attributable to the following:

the decrease in direct revenue from our Goods category as discussed above; and
our efforts to de-emphasize lower margin product offerings.



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International

The increase in International segment cost of revenue for the nine months ended September 30, 2017 reflects a $38.7 million increase from direct revenue transactions in our Goods category. That increase was attributable to the increase in direct revenue transactions from our Goods category, as discussed above.

There was a $1.0 million favorable impact on International segment cost of revenue from year-over-year changes in foreign exchange rates for the nine months ended September 30, 2017.

Gross Profit

Three Months Ended September 30, 2017 and 2016:

Gross profit for the three months ended September 30, 2017 and 2016 was as follows:
  Three Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
Gross profit:        
Third-party $242,832
 $228,012
 $14,820
 6.5 %
Direct 48,825
 44,296
 4,529
 10.2
Other 17,768
 20,960
 (3,192) (15.2)
Total gross profit $309,425
 $293,268
 $16,157
 5.5
The effect on gross profit for the three months ended September 30, 2017 from changes in exchange rates versus the U.S. dollar was as follows:
 Three Months Ended September 30, 2017
 
At Avg. Q3 2016 Rates (1)
 
Exchange Rate Effect (2)
 As Reported
 (in thousands)
Gross profit$305,985
 $3,440
 $309,425
(1)Represents the financial statement balance that would have resulted had exchange rates in the reporting period been the same as those in effect in the prior year period.
(2)Represents the increase or decrease in the reported amount resulting from changes in exchange rates from those in effect in the prior year period.
The increase in total gross profit for the three months ended September 30, 2017 resulted from a $6.2 million increase in our North America segment and a $9.9 million increase in our International segment. See below for information about gross profit by segment.



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Gross Profit by Segment
Gross profit by category and segment for the three months ended September 30, 2017 and 2016 was as follows:
  Three Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
North America:        
Local - Third-party and other (1)
 $162,914
 $152,873
 $10,041
 6.6 %
Goods:        
Third-party 3,205
 1,509
 1,696
 112.4
Direct 27,729
 30,022
 (2,293) (7.6)
Travel - Third-party 14,060
 17,257
 (3,197) (18.5)
Total North America gross profit $207,908
 $201,661
 $6,247
 3.1
% of gross billings 22.4% 21.9%    
% of revenue 50.2% 41.7%    
         
International:        
Local - Third-party and other (1)
 $67,860
 $59,257
 $8,603
 14.5
Goods:        
Third-party 3,639
 5,698
 (2,059) (36.1)
Direct 21,096
 14,274
 6,822
 47.8
Travel - Third-party 8,922
 12,378
 (3,456) (27.9)
Total International gross profit $101,517
 $91,607
 $9,910
 10.8
% of gross billings 24.6% 22.8%    
% of revenue 46.1% 45.1%    

(1)Includes gross profit from deals with local and national merchants and through local events.
The percentages of gross profit by segment for the three months ended September 30, 2017and 2016 were as follows:

Q3 2017Q3 2016
grpn2017q3_chart-57382.jpggrpn2017q3_chart-58354.jpg
North AmericaInternational

North America
The increase in North America segment gross profit for the three months ended September 30, 2017 reflects a $10.0 million increase in gross profit from our Local category, which was attributable to the increase in third-party and other revenue from our Local category, as discussed above.


57


International

The increase in International segment gross profit for the three months ended September 30, 2017 reflects increases in third-party and other revenue from our Local category and in direct revenue transactions in our Goods category, as discussed above.

There was a $3.6 million favorable impact on International segment gross profit from year-over-year changes in foreign exchange rates for the three months ended September 30, 2017.

Nine Months Ended September 30, 2017 and 2016:

Gross profit for the nine months ended September 30, 2017 and 2016 was as follows:
  Nine Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
Gross profit:        
Third-party $743,726
 $723,084
 $20,642
 2.9 %
Direct 150,268
 154,739
 (4,471) (2.9)
Other 52,949
 50,924
 2,025
 4.0
Total gross profit $946,943
 $928,747
 $18,196
 2.0
The effect on gross profit for the nine months ended September 30, 2017 from changes in exchange rates versus the U.S. dollar was as follows:
 Nine Months Ended September 30, 2017
 
At Avg. Q3 2016 YTD Rates (1)
 
Exchange Rate Effect (2)
 As Reported
 (in thousands)
Gross profit$950,394
 $(3,451) $946,943
(1)Represents the financial statement balance that would have resulted had exchange rates in the reporting period been the same as those in effect in the prior year period.
(2)Represents the increase or decrease in the reported amount resulting from changes in exchange rates from those in effect in the prior year period.
The increase in total gross profit for the nine months ended September 30, 2017 resulted from a $27.9 million increase in our North America segment, partially offset by a $9.7 million decrease in our International segment. See below for information about gross profit by segment.



58


Gross Profit by Segment

Gross profit by category and segment for the nine months ended September 30, 2017 and 2016 was as follows:
  Nine Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
North America:        
Local - Third-party and other (1)
 $511,865
 $475,703
 $36,162
 7.6 %
Goods:        
Third-party 7,719
 5,201
 2,518
 48.4
Direct 96,141
 104,571
 (8,430) (8.1)
Travel - Third-party 46,980
 49,303
 (2,323) (4.7)
Total North America gross profit $662,705
 $634,778
 $27,927
 4.4
% of gross billings 23.1% 22.5%    
% of revenue 49.5% 42.3%    
         
International:        
Local - Third-party and other (1)
 $189,357
 $186,448
 $2,909
 1.6
Goods:        
Third-party 11,800
 23,249
 (11,449) (49.2)
Direct 54,127
 50,168
 3,959
 7.9
Travel - Third-party 28,954
 34,104
 (5,150) (15.1)
Total International gross profit $284,238
 $293,969
 $(9,731) (3.3)
% of gross billings 23.8% 23.4%    
% of revenue 45.0% 48.4%    

(1)Includes gross profit from deals with local and national merchants and through local events.
The percentages of gross profit by segment for the nine months ended September 30, 2017and 2016 were as follows:

Q3 2017 YTDQ3 2016 YTD
grpn2017q3_chart-59540.jpg                                                                             grpn2017q3_chart-00375.jpg
North AmericaInternational

North America
The increase in North America segment gross profit for the nine months ended September 30, 2017 reflects a $36.2 million increase in gross profit from our Local category, which was attributable to the increase in third-party and other revenue from our Local category as discussed above.



59


International

The decrease in International segment gross profit for the nine months ended September 30, 2017 reflects decreases in third-party revenue transactions from our Goods and Travel categories, as discussed above.

There was a $3.3 million unfavorable impact on International segment gross profit from year-over-year changes in foreign exchange rates for the nine months ended September 30, 2017.

Marketing
Marketing expense consists primarily of online marketing costs, such as search engine marketing and advertising on social networking sites and affiliate programs, and offline marketing costs, such as television and radio advertising.programs. Additionally, compensation expense for marketing employees is classified within marketing expense. We record these costs within "Marketing"Marketing on the consolidated statementsCondensed Consolidated Statements of operationsOperations when incurred. From time to time, we offer deals withhave offerings from well-known national merchants for customer acquisition and activation purposes, for which the amount we owe the merchant for each voucher sold exceeds the transaction price paid by the customer. Our gross billings from those transactions generate no third-party revenue and our net cost (i.e., the excess of the amount owed to the merchant over the amount paid by the customer) is classified as marketing expense. We establish targeted return on investment thresholds for marketing spending, which generally range from 12–18 months. We also evaluate marketing expense as a percentage of gross profit because it gives us an indication of how well our marketing spend is driving gross profit growth.performance.
Three Months Ended September 30, 2017 and 2016:
Marketing expense by segment as a percentage of gross profit for the three months ended September 30, 2017and 2016 was as follows:
  Three Months Ended September 30,
  2017 % of Gross Profit 2016 % of Gross Profit $ Change % Change
  (dollars in thousands)
North America $75,088
 36.1% $62,861
 31.2% $12,227
 19.5%
International 26,368
 26.0
 21,887
 23.9
 4,481
 20.5
Total marketing $101,456
 32.8
 $84,748
 28.9
 $16,708
 19.7
In November 2015, we launched a strategic initiative to significantly increase our marketing activities to drive customer growth and we expect to continue to invest heavily in marketing during the remainder of 2017. The increase in total marketing for the three months ended September 30, 2017 resulted from a $12.2 million increase in our North America segment and a $4.5 million increase in our International segment. See below for information about marketing by segment.


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The percentages of marketing expense by segment for the three months ended September 30, 2017and 2016 were as follows:

Q3 2017Q3 2016
grpn2017q3_chart-01351.jpg                                                                    grpn2017q3_chart-02203.jpg
North AmericaInternational

North America

The increases in North America segment marketing expense and marketing expense as a percentage of gross profit for the three months ended September 30, 2017 were attributable to an increase in investments in offline marketing to drive customer growth and awareness of the Groupon brand and our product and service offerings. For the full year 2017, we expect marketing expense as a percentage of North America profit to increase as compared to the full year 2016.

International

The increases in International segment marketing expense and marketing expense as a percentage of gross profit for the three months ended September 30, 2017 resulted from the expansion of our strategic initiative to increase our marketing activities to drive customer growth. For the full year 2017, we expect marketing expense as a percentage of International gross profit to increase as compared to the full year 2016.

There was a $0.9 million unfavorable impact on International segment marketing expense from year-over-year changes in foreign exchange rates for the three months ended September 30, 2017.

Nine Months Ended September 30, 2017 and 2016:
Marketing expense by segment as a percentage of gross profit for the nine months ended September 30, 2017and 2016 was as follows:
  Nine Months Ended September 30,
  2017 % of Gross Profit 2016 % of Gross Profit $ Change % Change
  (dollars in thousands)
North America $217,092
 32.8% $198,423
 31.3% $18,669
 9.4%
International 71,364
 25.1
 62,800
 21.4
 8,564
 13.6
Total marketing $288,456
 30.5
 $261,223
 28.1
 $27,233
 10.4
The increase in total marketing for the nine months ended September 30, 2017 resulted from an $18.7 million increase in our North America segment and a $8.6 million increase in our International segment. See below for information about marketing by segment.


61


The percentages of marketing expense by segment for the nine months ended September 30, 2017and 2016 were as follows:

Q3 2017 YTDQ3 2016 YTD
grpn2017q3_chart-02977.jpg                grpn2017q3_chart-03801.jpg
North AmericaInternational

North America

The increases in North America segment marketing expense and marketing expense as a percentage of gross profit for the nine months ended September 30, 2017 were attributable to an increase in investments in offline marketing to drive customer growth and awareness of the Groupon brand and our product and service offerings.

International

The increases in International segment marketing expense and marketing expense as a percentage of gross profit for the nine months ended September 30, 2017 resulted from the expansion of our strategic initiative to increase our marketing activities to drive customer growth.

There was a $0.3 million favorable impact on International segment marketing expense from year-over-year changes in foreign exchange rates for the nine months ended September 30, 2017.

Selling, General and Administrative
Selling expenses reported within "Selling, general and administrative" on the consolidated statements of operations consist ofadministrative ("SG&A") expenses include selling expenses such as sales commissions and other compensation expenses for sales representatives, as well as costs associated with supporting the sales function such as technology, telecommunications and travel. General and administrative expenses include compensation expense for employees involved in customer service, operations, and technology and product development, as well as general corporate functions, such as finance, legal and human resources. Additional costs included in general and administrative include depreciation and amortization, rent, professional fees, litigation costs, travel and entertainment, recruiting, maintenance, certain technology costs and other general corporate costs.
Three Months Ended September 30, 2017 and 2016:
Selling, general and administrative expense ("SG&A") for the three months ended September 30, 2017and 2016 was as follows:
  Three Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
Selling, general and administrative $214,828
 $234,266
 $(19,438) (8.3)%
% of gross billings 16.0% 17.7%    
% of revenue 33.9% 34.1%    


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The decrease in We evaluate SG&A was primarily attributable to a $14.5 million decrease in compensation-related costs due to headcount reductions as part of our restructuring plan.

SG&Aexpense as a percentage of gross billings and revenue decreased for the three months ended September 30, 2017 as compared to the prior year period, primarily as a result of the cost savings we have achieved through restructuring actions and other initiatives substantially completed as of September 30, 2017. We currently expect SG&A costs to decrease in the fourth quarter of 2017 on a year-over-year basis.

There was a $2.7 million unfavorable impact from year-over-year changes in foreign currency exchange rates for the three months ended September 30, 2017.

Nine Months Ended September 30, 2017 and 2016:

SG&A for the nine months ended September 30, 2017and 2016 was as follows:
  Nine Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
Selling, general and administrative $677,061
 $755,981
 $(78,920) (10.4)%
% of gross billings 16.7% 18.5%    
% of revenue 34.4% 35.8%    
The decrease in SG&A was primarily attributable to a $59.2 million decrease in compensation-related costs due to headcount reductions as partprofit because it gives us an indication of our restructuring plan.operating efficiency.
There was a $5.8 million favorable impact from year-over-year changes in foreign currency exchange rates for the nine months ended September 30, 2017.

SG&A as a percentage of gross billingsRestructuring and revenue decreased for the nine months ended September 30, 2017 as compared to the prior year period, primarily as a result of the cost savings from our restructuring program and other initiatives.

Restructuring Charges
Restructuringrelated charges represent severance and benefit costs for workforce reductions, impairments of long-lived assets and other exitfacilities-related costs resulting from our restructuring activities.and professional advisory fees. See Item 1, Note 9, Restructuring and Related Charges, for additional information about our restructuring plan.

Gain on Sale of Intangible Assets
During the third quarter of 2017, we sold customer lists and other intangible assets in certain food delivery markets to Grubhub Inc., resulting in a pretax gain of $17.1 million. See Note 3, Goodwill and Other Intangible Assets, for additional information.
Gains on Business Dispositions
During the second quarter of 2016, we sold our subsidiary in Russia and our point of sale business in the U.S., resulting in gains of $8.9 million and $0.4 million, respectively. During the third quarter of 2016, we sold our subsidiary in Indonesia resulting in a gain of $2.1 million. See Note 2, Discontinued Operations and Other Business Dispositions, for additional information. The financial results of those entities are presented within income from continuing operations in the accompanying condensed consolidated financial statements through their respective disposition dates.



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Income (Loss)Factors Affecting Our Performance
Attracting and retaining local merchants. As we focus on our local experiences marketplace, we depend on our ability to attract and retain merchants who are willing to offer their experiences on our platform. Merchants can withdraw their offerings from our marketplace at any time, and their willingness to continue offering services through our marketplace depends on the effectiveness of our marketplace offering. We are focused on improving our marketplace offering and merchant value proposition by exploring opportunities to better balance the needs of merchant partners, customers, and Groupon, for example by offering flexible deal structures.
Re-engaging and retaining customers to drive purchase frequency. To re-engage and retain customers to drive purchase frequency, we are focused on strengthening our core marketplace by improving inventory density, the customer experience and trust. In addition to our efforts to improve our inventory density, we are exploring opportunities to differentiate our inventory.
Impact of macroeconomic conditions.We have been, and may continue to be, impacted by adverse consequences of the macroeconomic environment, including but not limited to, inflationary pressures, higher labor costs, labor shortages, supply chain challenges and resulting changes in consumer and merchant behavior. We will continue to monitor the impact of macroeconomic conditions on our business.

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Results of Operations
North America
Operating Metrics
North America segment gross billings and units for the three and six months ended June 30, 2023 and 2022 were as follows (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
20232022% Change20232022% Change
Gross billings
Local$231,950 $265,114 (12.5)%$453,696 $514,404 (11.8)%
Goods22,256 30,462 (26.9)46,015 67,070 (31.4)
Travel21,630 21,692 (0.3)42,279 45,706 (7.5)
Total gross billings$275,836 $317,268 (13.1)$541,990 $627,180 (13.6)
Units
Local5,083 6,355 (20.0)%10,225 12,536 (18.4)%
Goods807 1,141 (29.3)1,740 2,591 (32.8)
Travel84 91 (7.7)170 214 (20.6)
Total units5,974 7,587 (21.3)12,135 15,341 (20.9)
North America TTM active customers for the trailing twelve months ended June 30, 2023 and 2022 were as follows (in thousands):
Trailing Twelve Months Ended June 30,
20232022% Change
TTM Active customers10,604 13,089 (19.0)%
Comparison of the Three Months Ended SeptemberJune 30, 20172023 and 2016:2022:
Income (loss) from operationsNorth America gross billings, units, and TTM active customers decreased by $41.4 million, 1.6 million and 2.5 million for the three months ended SeptemberJune 30, 2017and 2016 was as follows:
  Three Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
North America $(6,995) $(24,470) $17,475
 71.4%
International 5,782
 (370) 6,152
 1,662.7
Total income (loss) from operations $(1,213) $(24,840) $23,627
 95.1
North America
The reduction in our loss from operations was2023 compared with the prior year period. These decreases were primarily attributable to decline in demand for our Goods and Local categories and an overall decline in engagement on our platform that resulted in fewer unit sales and lower gross billings.
Comparison of the following:Six Months Ended June 30, 2023 and 2022:
a $6.2North America gross billings and units decreased by $85.2 million, increase3.2 million for the six months ended June 30, 2023 compared with the prior year period. These decreases were primarily attributable to decline in demand for our Goods and Local categories and an overall decline in engagement on our platform that resulted in fewer unit sales and lower gross profit;
a $12.0 million decrease in SG&A; andbillings.
a $17.1
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Financial Metrics
North America segment revenue, cost of revenue and gross profit for the three and six months ended June 30, 2023 and 2022 were as follows (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
20232022% Change20232022% Change
Revenue
Local$85,475 $101,469 (15.8)%$166,854 $198,390 (15.9)%
Goods4,780 6,204 (23.0)9,845 14,498 (32.1)
Travel5,579 4,451 25.3 8,394 9,400 (10.7)
Total revenue$95,834 $112,124 (14.5)$185,093 $222,288 (16.7)
Cost of revenue
Local$11,012 $13,877 (20.6)%$22,399 $27,040 (17.2)%
Goods797 1,248 (36.1)1,742 2,707 (35.6)
Travel932 1,096 (15.0)1,917 2,391 (19.8)
Total cost of revenue$12,741 $16,221 (21.5)$26,058 $32,138 (18.9)
Gross profit
Local$74,463 $87,592 (15.0)%$144,455 $171,350 (15.7)%
Goods3,983 4,956 (19.6)8,103 11,791 (31.3)
Travel4,647 3,355 38.5 6,477 7,009 (7.6)
Total gross profit$83,093 $95,903 (13.4)$159,035 $190,150 (16.4)
Gross margin (1)
34.7 %35.3 %34.2 %35.4 %
% of Consolidated revenue74.2 %73.2 %73.8 %72.5 %
% of Consolidated cost of revenue78.9 84.3 78.9 83.3 
% of Consolidated gross profit73.6 71.6 73.1 71.0 
(1)Represents the percentage of gross billings that we retained after deducting the merchant's share from revenue.
Comparison of the Three Months Ended June 30, 2023 and 2022:
North America revenue, cost of revenue and gross profit decreased by $16.3 million, pretax gain from the sale of customer lists and other intangible assets in certain food delivery markets. See Note 3, Goodwill and Other Intangible Assets, for additional information.

Those items were partially offset by a $12.2 million increase in marketing expense and a $6.0 million increase in restructuring charges.
Income (loss) from operations includes $16.9$3.5 million and $24.8$12.8 million of stock-based compensation for the three months ended SeptemberJune 30, 20172023 compared with the prior year period. The revenue and 2016, respectively.

International

The improvement in our income (loss) from operations wasgross profit declines were primarily attributable to an overall decline in engagement on our platform that resulted in fewer unit sales and lower gross billings.
Comparison of the following:Six Months Ended June 30, 2023 and 2022:
a $9.9North America revenue, cost of revenue and gross profit decreased by $37.2 million, increase$6.1 million and $31.1 million for the six months ended June 30, 2023 compared with the prior year period. The revenue and gross profit declines were primarily attributable to an overall decline in engagement on our platform that resulted in fewer unit sales and lower gross profit;billings.

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Marketing and Contribution Profit
a $7.4 million decrease in SG&A.We define contribution profit as gross profit less marketing expense. North America marketing and contribution profit for the three and six months ended June 30, 2023 and 2022 was as follows (in thousands):

Three Months Ended June 30,Six Months Ended June 30,
20232022% Change20232022% Change
Marketing$14,447 $19,629 (26.4)%$29,750 $47,620 (37.5)%
% of Gross profit17.4 %20.5 %18.7 %25.0 %
Contribution profit$68,646 $76,274 (10.0)%$129,285 $142,530 (9.3)%
Those items were partially offset by a $4.5 million increase inComparison of the Three Months Ended June 30, 2023 and 2022:
North America marketing expense and marketing expense as a $4.3 million increase in restructuring charges.

Income (loss) from operations includes $1.4 million and $0.7 millionpercentage of stock-based compensationgross profit decreased for the three months ended SeptemberJune 30, 20172023 compared with the prior year period driven primarily by a decrease in marketing-related payroll, traffic declines, and 2016, respectively.a lower investment in our online marketing spend.

North America contribution profit decreased for the three months ended June 30, 2023 compared with the prior year period primarily due to a decrease in gross profit.

NineComparison of the Six Months Ended SeptemberJune 30, 20172023 and 2016:2022:

Income (loss) from operationsNorth America marketing expense and marketing expense as a percentage of gross profit decreased for the ninesix months ended SeptemberJune 30, 20172023 compared with the prior year period driven primarily by traffic declines and 2016 wasa lower investment in our online marketing spend.
North America contribution profit decreased for the six months ended June 30, 2023 compared with the prior year period primarily due to a decrease in gross profit.
International
Operating Metrics
International segment gross billings and units for the three and six months ended June 30, 2023 and 2022 were as follows:follows (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
20232022% Change20232022% Change
Gross billings
Local$87,688 $96,784 (9.4)%$181,488 $196,444 (7.6)%
Goods20,000 30,861 (35.2)42,256 66,211 (36.2)
Travel9,934 15,252 (34.9)24,149 31,014 (22.1)
Total gross billings$117,622 $142,897 (17.7)$247,893 $293,669 (15.6)
Units
Local2,862 3,181 (10.0)%6,190 6,510 (4.9)%
Goods746 1,205 (38.1)1,632 2,676 (39.0)
Travel53 79 (32.9)137 191 (28.3)
Total units3,661 4,465 (18.0)7,959 9,377 (15.1)
International TTM active customers for the trailing twelve months ended June 30, 2023 and 2022 were as follows (in thousands):
Trailing Twelve Months Ended June 30,
20232022% Change
TTM Active customers6,884 7,979 (13.7)%
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  Nine Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
North America $(33,811) $(97,688) $63,877
 65.4%
International 13,520
 (12,053) 25,573
 212.2
Total income (loss) from operations $(20,291) $(109,741) $89,450
 81.5
Comparison of the Three Months Ended June 30, 2023 and 2022:
North AmericaInternational gross billings, units and TTM active customers decreased by $25.3 million, 0.8 million and 1.1 million for the three months ended June 30, 2023 compared with the prior year period. These declines were primarily attributable to a decrease in demand. In addition, there was a $1.2 million favorable impact on gross billings from year-over-year changes in foreign currency exchange rates.
Comparison of the Six Months Ended June 30, 2023 and 2022:
International gross billings and units decreased by $45.8 million and 1.4 million for the six months ended June 30, 2023 compared with the prior year period. These declines were primarily attributable to a decrease in demand. In addition, there was a $6.4 million unfavorable impact on gross billings from year-over-year changes in foreign currency exchange rates.
Financial Metrics
International segment revenue, cost of revenue and gross profit for the three and six months ended June 30, 2023 and 2022 were as follows (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
20232022% Change20232022% Change
Revenue
Local$27,374 $32,111 (14.8)%$52,639 $65,261 (19.3)%
Goods3,729 5,748 (35.1)7,975 12,527 (36.3)
Travel2,172 3,233 (32.8)5,013 6,460 (22.4)
Total revenue$33,275 $41,092 (19.0)$65,627 $84,248 (22.1)
Cost of revenue
Local$2,415 $2,676 (9.8)%$5,038 $5,272 (4.4)%
Goods732 — NM1,320 396 NM
Travel256 347 (26.2)628 757 (17.0)
Total cost of revenue$3,403 $3,023 12.6 $6,986 $6,425 8.7 
Gross profit
Local$24,959 $29,435 (15.2)%$47,601 $59,989 (20.7)%
Goods2,997 5,748 (47.9)6,655 12,131 (45.1)
Travel1,916 2,886 (33.6)4,385 5,703 (23.1)
Total gross profit$29,872 $38,069 (21.5)$58,641 $77,823 (24.6)
Gross margin (1)
28.3 %28.8 %26.5 %28.7 %
% of Consolidated revenue25.8 %26.8 %26.2 %27.5 %
% of Consolidated cost of revenue21.1 15.7 21.1 16.7 
% of Consolidated gross profit26.4 28.4 26.9 29.0 
(1)Represents the percentage of gross billings that we retained after deducting the merchant's share from revenue.
Comparison of the Three Months Ended June 30, 2023 and 2022
International revenue and gross profit decreased by $7.8 million and $8.2 million for the three months ended June 30, 2023 compared with the prior year period. Those declines were primarily due to a shift in mix to lower margin offerings, as well as the de-emphasis on our Goods category.
Comparison of the Six Months Ended June 30, 2023 and 2022
International revenue and gross profit decreased by $18.6 million and $19.2 million for the six months ended June 30, 2023 compared with the prior year period. Those declines were primarily due to a shift in mix to lower margin offerings, as well as the de-emphasis on our Goods category. Revenue and gross profit also had an unfavorable impact of $1.6 million and $1.4 million from year-over-year changes in foreign currency exchange rates.
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Marketing and Contribution Profit
International marketing and contribution profit for the three and six months ended June 30, 2023 and 2022 were as follows (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
20232022% Change20232022% Change
Marketing$7,820 $9,743 (19.7)%$17,365 $21,168 (18.0)%
% of Gross profit26.2 %25.6 %29.6 %27.2 %
Contribution profit$22,052 $28,326 (22.1)%$41,276 $56,655 (27.1)%
Comparison of the Three Months Ended June 30, 2023 and 2022:
International marketing expense decreased for the three months ended June 30, 2023 compared with the prior year period primarily due to traffic declines and a lower investment in our online marketing spend. Marketing expense as a percentage of gross profit increased for the three months ended June 30, 2023 compared with the prior year period primarily due to a decrease in gross profit.
The reduction in our loss from operations was attributable to the following:


64


a $35.5 million decrease in SG&A;
a $27.9 million increase in gross profit; and
a $17.1 million pretax gain from the sale of customer lists and other intangible assets in certain food delivery markets. See Note 3, Goodwill and Other Intangible Assets, for additional information.

The reduction in our loss from operations was partially offset by an $18.7 million increase in marketing expense.

Income (loss) from operations includes $55.2 million and $81.2 million of stock-based compensationInternational contribution profit for the ninethree months ended SeptemberJune 30, 2017 and 2016, respectively.

International

The improvement in our income (loss) from operations2023 compared with the prior year period was primarily attributable to the following:
a $43.4 million decrease in SG&A; and
a $12.1 million decrease in restructuring charges.

Those items were partially offset by the following:

a $9.7 million decrease in gross profit;profit.
Comparison of the Six Months Ended June 30, 2023 and 2022:
International marketing expense decreased for the six months ended June 30, 2023 compared with the prior year period primarily due to traffic declines and a $11.4 millionlower investment in our online marketing spend. Marketing expense as a percentage of gross profit increased for the six months ended June 30, 2023 compared with the prior year period primarily due to a decrease in gains on business dispositions;gross profit.
The decrease in International contribution profit for the six months ended June 30, 2023 compared with the prior year period was primarily attributable to a decrease in gross profit.
Consolidated Operating Expenses
Operating expenses for the three and six months ended June 30, 2023 and 2022 were as follows (in thousands):
an $8.6 million increase
Three Months Ended June 30,Six Months Ended June 30,
20232022% Change20232022% Change
Marketing$22,267 $29,372 (24.2)%$47,115 $68,788 (31.5)%
Selling, general and administrative96,263 123,938 (22.3)197,897 250,358 (21.0)
Goodwill impairment— 35,424 (100.0)— 35,424 (100.0)
Long-lived asset impairment— 8,811 (100.0)— 8,811 (100.0)
Restructuring and related charges(689)2,939 (123.4)8,105 3,251 149.3 
Total operating expenses$117,841 $200,484 (41.2)$253,117 $366,632 (31.0)
% of Gross profit:
Marketing19.7 %21.9 %21.6 %25.7 %
Selling, general and administrative85.2 %92.5 %90.9 %93.4 %
Comparison of the Three Months Ended June 30, 2023 and 2022:
Marketing expense and marketing expense as a percentage of gross profit decreased for the three months ended June 30, 2023 compared with the prior year period due to a decrease in marketing-related payroll, traffic declines, and a lower investment in our online marketing expense.spend.

SG&A and SG&A as a percentage of gross profit decreased for the three months ended June 30, 2023 compared with the prior year period primarily due to a decrease in payroll costs.
Income (loss) from operations includes $4.1We recognized goodwill impairment of $35.4 million and $5.8long-lived asset impairment of $8.8 million of stock-based compensationduring the second quarter 2022. We had no similar activity in the current year period.
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Restructuring and related charges decreased for the ninethree months ended SeptemberJune 30, 20172023 compared with the prior year period primarily due to changes in estimates related to our 2020 Restructuring Plan, which resulted in credits recognized during the three months ended June 30, 2023. See Item 1, Note 9, Restructuring and 2016, respectively.Related Charges, for additional information.

Comparison of the Six Months Ended June 30, 2023 and 2022:

Marketing expense and marketing expense as a percentage of gross profit decreased for the six months ended June 30, 2023 compared with the prior year period due to traffic declines and a lower investment in our online marketing spend.
SG&A and SG&A as a percentage of gross profit decreased for the six months ended June 30, 2023 compared with the prior year period primarily due to a decrease in payroll costs.
We recognized goodwill impairment of $35.4 million and long-lived asset impairment of $8.8 million during the second quarter 2022. We had no similar activity in the current year period.
Restructuring and related charges increased for the six months ended June 30, 2023 compared with the prior year period primarily due to severance and benefit costs incurred for the 2022 Restructuring Plan, which was approved by our Board in August 2022. See Item 1, Note 9, Restructuring and Related Charges, for additional information.
Consolidated Other Income (Expense), Net
Other income (expense), net includes interest income,expense, interest expense, gains and losses on fair value option investments, gains and losses on sales of other minority investments,income, and foreign currency gains and losses, primarily resulting from intercompany balances with our subsidiaries that are denominated in foreign currencies.

Other income (expense), net for the three and six months ended June 30, 2023 and 2022 was as follows (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
Other income (expense), net$(4,805)$(21,340)$(1,735)$(26,220)
Comparison of the Three Months Ended SeptemberJune 30, 20172023 and 2016:    2022:

The change in Other income (expense), net for the three months ended SeptemberJune 30, 20172023 as compared with the prior year period is primarily related to a $15.6 million change in foreign currency gains and 2016 was as follows:losses.
Comparison of the Six Months Ended June 30, 2023 and 2022:
  Three Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
Other income (expense), net $7,546
 $(7,917) $15,463
 195.3%
The change in Other income (expense), net for the threesix months ended September 30, 2017 primarily consisted of a $7.6 million gain on the sale of an investment and $8.2 million in net foreign currency gains, which primarily resulted from intercompany balances with our subsidiaries that are denominated in foreign currencies. Those items were partially offset by $5.2 million of interest expense and $4.0 million of losses on our fair value option investments. The foreign currency gains on intercompany balances were primarily driven by the appreciation of the Euro against the U.S. dollar from an exchange rate of 1.1409 on June 30, 2017 to 1.1812 on September 30, 2017. Interest expense was consistent2023 as compared with the prior year period andis primarily related to interest on our convertible notes (See Note 6, Financing Arrangements).

Other income (expense), net for the three months ended September 30, 2016 included $5.9a $23.9 million of interest expense, $1.6 million of losses on fair value option investments, $0.3 million in foreign currency losses, and a $0.2 million cumulative translation loss that was reclassified to earnings for countries that we exited as part of our restructuring plan. Interest expense primarily related to interest on our convertible notes.



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Nine Months Ended September 30, 2017 and 2016:    

Other income (expense), net for the nine months ended September 30, 2017 and 2016 was as follows:
  Nine Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
Other income (expense), net $8,822
 $(16,552) $25,374
 153.3%
Other income (expense), net for the nine months ended September 30, 2017 primarily consisted of a $7.6 million gain on the sale of an investment and $19.1 million in net foreign currency gains, which primarily resulted from intercompany balances with our subsidiaries that are denominated in foreign currencies. Those items were partially offset by $15.4 million of interest expense and $5.1 million of losses on our fair value option investments. The foreign currency gains on those intercompany balances were primarily driven by the appreciation of the Euro against the U.S. dollar from an exchange rate of 1.0513 on December 31, 2016 to 1.1812 on September 30, 2017. Interest expense increased by $3.5 million for the nine months ended September 30, 2017, as compared to the prior year period, due to our issuance of convertible notes on April 4, 2016 (See Note 6, Financing Arrangements).

Other income (expense), net for the nine months ended September 30, 2016 included $12.0 million of interest expense and $7.3 million of losses on fair value option investments, partially offset by $3.3 millionchange in foreign currency gains and a $0.2 million net cumulative translation gain that was reclassified to earnings for countries that we exited as part of our restructuring plan. The foreign currency gains primarily resulted from intercompany balances with our subsidiaries that are denominated in foreign currencies. The foreign currency gains on those intercompany balances were primarily driven by the appreciation of the Euro against the U.S. dollar from an exchange rate of 1.0913 on December 31, 2015 to 1.1175 on September 30, 2016. Interest expense primarily related to interest on our convertible notes.losses.

Consolidated Provision (Benefit) for Income Taxes
Three Months Ended September 30, 2017 and 2016:
Provision (benefit) for income taxes for the three and six months ended SeptemberJune 30, 20172023 and 2016 was2022 were as follows:follows (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
20232022% Change20232022% Change
Provision (benefit) for income taxes$2,323 $2,398 (3.1)%$3,441 $(277)NM
Effective tax rate(24.0)%(2.7)%(9.3)%0.2 %
  Three Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
Provision (benefit) for income taxes $2,531
 $1,690
 $841
 49.8%
Effective tax rate 40.0% (5.2)%    
Comparison of the Three and Six Months Ended June 30, 2023 and 2022:
The effective tax rates for the three and six months ended June 30, 2023 and 2022 were impacted by pretax losses incurred by our operations in jurisdictions that have valuation allowances against their net deferred tax assets, includingassets. The three and six months ended June 30, 2022 were also impacted by the United States, was the primary factor impactingreduction to our effectiveestimated annual tax rate fordue to an increase in expected annual losses. For the three months ended SeptemberJune 30, 20172022, we had a valuation
36


allowance in the U.S. against capital losses, deferred tax assets that will convert into capital losses upon reversal, and 2016.state credits that we were not expecting to be able to realize. We recorded a valuation allowance against the remaining U.S. federal and state deferred tax assets in Q4 2022. For the three and six months ended June 30, 2023, we continue to maintain a full valuation allowance against all U.S. federal and state deferred tax assets. We expect that our consolidated effective tax rate in future periods will continue to differ significantly from the U.S. federal income tax rate as a result of our tax obligations in jurisdictions with profits and valuation allowances in jurisdictions with losses.
We are currently undergoing income tax audits in multiple jurisdictions. There are many factors, including factors outside of our control, which influence the progress and completion of those audits. As of September 30, 2017, we believe that it is reasonably possible that reductions of up to $36.1 million in unrecognized tax benefits may occur within the next 12 months.


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Nine Months Ended September 30, 2017 and 2016:
Provision (benefit) for income taxes for the nine months ended September 30, 2017and 2016 was as follows:
  Nine Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
Provision (benefit) for income taxes $11,001
 $461
 $10,540
 (2,286.3)%
Effective tax rate (95.9)% (0.4)%    
The pretax losses incurred by our operations in jurisdictions that have valuation allowances against their net deferred tax assets, including the United States, was the primary factor impacting our effective tax rate for the nine months ended September 30, 2017 and 2016. We expect that our consolidated effective tax rate in future periods will continue to differ significantly from the U.S. federal income tax rate as a result of our tax obligations in jurisdictions with profits and valuation allowances in jurisdictions with losses.
See Item 1, Note 10, Income (Loss) from Discontinued Operations
From November 2016 through March 2017, we exited our operations in 11 non-core countries and their results have been presented as discontinued operations for the three and nine months ended September 30, 2017 and 2016. See Note 2, Discontinued Operations and Other Business DispositionsTaxes, for additional information aboutrelating to tax audits and assessments and regulatory and legal developments that may impact our business and results of operations in the dispositions and see Note 7, Commitments and Contingencies, for information about indemnification obligations related to discontinued operations.
The loss from discontinued operations for the three months ended September 30, 2017 relates to the final working capital settlement on one of the dispositions and increases to contingent liabilities under indemnification agreements.

future.

37
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Non-GAAP Financial Measures
In addition to financial results reported in accordance with U.S. GAAP, we have provided the following non-GAAP financial measures: Adjusted EBITDA, free cash flow and foreign currency exchange rate neutral operating results. TheseThose non-GAAP financial measures which are presented on a continuing operations basis, are intended to aid investors in better understanding our current financial performance and prospects for the future as seen through the eyes of management. We believe that these non- GAAPthose non-GAAP financial measures facilitate comparisons with our historical results and with the results of peer companies who present similar measures (although other companies may define non-GAAP measures differently than we define them, even when similar terms are used to identify such measures). However, thesethose non-GAAP financial measures are not intended to be a substitute for those reported in accordance with U.S. GAAP.
Adjusted EBITDA. Adjusted EBITDA is a non-GAAP performance measure that we define as netNet income (loss) from continuing operations excluding income taxes, interest and other non-operating items, depreciation and amortization, stock-based compensation acquisition-related expense (benefit), net and other special charges and credits, including items that are unusual in nature or infrequently occurring. Our definition of Adjusted EBITDA may differ from similar measures used by other companies, even when similar terms are used to identify such measures. Adjusted EBITDA is a key measure used by our management and Board of Directors to evaluate operating performance, generate future operating plans and make strategic decisions for the allocation of capital. Accordingly, we believe that Adjusted EBITDA provides useful information to investors and others in understanding and evaluating our operating results in the same manner as our management and Board of Directors. However, Adjusted EBITDA is not intended to be a substitute for Net income (loss) from continuing operations..
We exclude stock-based compensation expense and depreciation and amortization because they are primarily non-cash in nature and we believe that non-GAAP financial measures excluding those items provide meaningful supplemental information about our operating performance and liquidity. Acquisition-related expense (benefit), net is comprised of the change in the fair value of contingent consideration arrangements and external transaction costs related to business combinations, primarily consisting of legal and advisory fees. The composition of our contingent consideration arrangements and the impact of those arrangements on our operating results vary over time based on a number of factors, including the terms of our business combinations and the timing of those transactions. For the three and ninesix months ended SeptemberJune 30, 2017,2023 and 2022, special charges and credits included charges related to our 2022 and 2020 restructuring planplans and a gain from the saleimpairment of intangiblegoodwill and long-lived assets. For the three and nine months ended September 30, 2016, special charges and credits included gains from business dispositions and charges related to our restructuring plan. We exclude special charges and credits from Adjusted EBITDA because we believe that excluding those items provides meaningful supplemental information about our core operating performance and facilitates comparisons with our historical results.
The following is a reconciliation of Adjusted EBITDA to the most comparable U.S. GAAP financial measure, "IncomeNet income (loss) from continuing operations", for the three and ninesix months ended SeptemberJune 30, 20172023 and 20162022 (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
Net income (loss)$(12,004)$(90,250)$(40,617)$(124,602)
Adjustments:
Stock-based compensation7,519 8,572 9,882 16,078 
Depreciation and amortization13,243 16,494 27,748 33,863 
Goodwill impairment— 35,424 — 35,424 
Long-lived asset impairment— 8,811 — 8,811 
Restructuring and related charges (1)
(689)2,939 8,105 3,251 
Other (income) expense, net4,805 21,340 1,735 26,220 
Provision (benefit) for income taxes2,323 2,398 3,441 (277)
Total adjustments27,201 95,978 50,911 123,370 
Adjusted EBITDA$15,197 $5,728 $10,294 $(1,232)
  Three Months Ended September 30, Nine Months Ended September 30,
  2017 2016 2017 2016
  (in thousands)
Income (loss) from continuing operations $3,802
 $(34,447) $(22,470) $(126,754)
Adjustments:        
Stock-based compensation (1)
 18,235
 25,457
 59,277
 86,960
Depreciation and amortization 35,231
 32,897
 103,977
 101,228
Acquisition-related expense (benefit), net 
 (9) 48
 4,305
Restructuring charges (1)
 11,503
 1,163
 18,818
 28,378
Gain on sale of intangible assets (17,149) 
 (17,149) 
Gains on business dispositions 
 (2,060) 
 (11,399)
Other (income) expense, net (1)
 (7,546) 7,917
 (8,822) 16,552
Provision (benefit) for income taxes 2,531
 1,690
 11,001
 461
Total adjustments 42,805
 67,055
 167,150
 226,485
Adjusted EBITDA $46,607
 $32,608
 $144,680
 $99,731
(1)Includes right-of-use asset impairment of $1.2 million presented within Restructuring and related charges during the three and six months ended June 30, 2022. See Item 1, Note 9, Restructuring and Related Charges, for more information.


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(1)Represents stock-based compensation expense recorded within "Selling, general and administrative," "Cost of revenue," and "Marketing." "Restructuring charges" includes $0.8 million of additional stock-based compensation for the three months ended September 30, 2017 and $0.8 million and $4.7 million of additional stock-based compensation for the nine months ended September 30, 2017 and 2016, respectively. "Other (income) expense, net" includes $0.1 million and $0.3 million of additional stock-based compensation for the three months ended September 30, 2017 and 2016, respectively, and $0.2 million and $0.7 million of additional stock-based compensation for the nine months ended September 30, 2017 and 2016, respectively.
Free cash flow. flow. Free cash flow is a non-GAAP liquidity measure that comprises net cash provided by operating activities from continuing operations less purchases of property and equipment and capitalized software from continuing operations.software. We use free cash flow to conduct and evaluate our business because although it is similar to cash flow from continuing operations, we believe that it typically represents a more useful measure of cash flows because purchases of fixed assets, software developed for internal use and website development costs are necessary components of our ongoing operations. Free cash flow is not intended to represent the total increase or decrease in our cash balance for the applicable period.
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Free cash flow has limitations due to the fact that it does not represent the residual cash flow available for discretionary expenditures. For example, free cash flow does not include cash payments for business acquisitions. In addition, free cash flow reflects the impact of the timing difference between when we are paid by customers and when we pay merchants and suppliers. Therefore, we believe it is important to view free cash flow as a complement to our entire consolidated statementsCondensed Consolidated Statements of cash flows.
The following isCash Flows. For a reconciliation of free cash flow to the most comparable U.S. GAAP financial measure, "Net cash provided by (used in) operating activities from continuing operations," for the threesee Liquidity and nine months ended September 30, 2017 and 2016 and trailing twelve months ended September 30, 2017 and 2016 (in thousands):Capital Resources below.
  Three Months Ended September 30, Nine Months Ended September 30, Trailing Twelve Months Ended September 30,
  2017 2016 2017 2016 2017 2016
  (in thousands)
Net cash provided by (used in) operating activities from continuing operations $23,861
 $(39,879) $(133,067) $(165,665) $161,526
 $91,956
Purchases of property and equipment and capitalized software from continuing operations (14,255) (12,682) (43,716) (49,033) (62,970) (64,352)
Free cash flow $9,606
 $(52,561) $(176,783) $(214,698) $98,556
 $27,604
             
Net cash provided by (used in) investing activities from continuing operations $18,230
 $(11,902) $(9,572) $(51,537) $(13,621) $(82,587)
Net cash provided by (used in) financing activities $(27,972) $(38,342) $(121,622) $52,868
 $(189,155) $(270,729)
Foreign currency exchange rate neutral operating results. results. Foreign currency exchange rate neutral operating results show current period operating results as if foreign currency exchange rates had remained the same as those in effect in the prior year period. TheseThose measures are intended to facilitate comparisons to our historical performance. For
The following tables represent the effect on our Condensed Consolidated Statements of Operations from changes in exchange rates versus the U.S. dollar for the three and six months ended June 30, 2023 (in thousands):
Three Months Ended June 30, 2023
At Avg. Q2 2022 Rates (1)
Exchange Rate Effect (2)
As Reported
Gross billings$392,232 $1,226 $393,458 
Revenue128,751 358 129,109 
Cost of revenue16,104 40 16,144 
Gross profit112,647 318 112,965 
Marketing22,135 132 22,267 
Selling, general and administrative95,928 335 96,263 
Restructuring and related charges(657)(32)(689)
Income (loss) from operations(4,759)(117)(4,876)

Six Months Ended June 30, 2023
At Avg. Q2 2022 Rates (1)
Exchange Rate Effect (2)
As Reported
Gross billings$796,311 $(6,428)$789,883 
Revenue252,311 (1,591)250,720 
Cost of revenue33,190 (146)33,044 
Gross profit219,121 (1,445)217,676 
Marketing47,501 (386)47,115 
Selling, general and administrative199,077 (1,180)197,897 
Restructuring and related charges8,394 (289)8,105 
Income (loss) from operations(35,851)410 (35,441)

(1)     Represents the financial statement balances that would have resulted had exchange rates in the reporting period been the same as those in effect in the prior year period.
(2)     Represents the increase or decrease in the reported amount resulting from changes in exchange rates from those in effect in the prior year period.
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Liquidity and Capital Resources
Our principal source of liquidity is our cash balance, which includes outstanding borrowings under the Existing Credit Agreement, totaling $118.1 million as of June 30, 2023.
Our net cash flows from operating, investing and financing activities for the three and six months ended June 30, 2023 and 2022 were as follows (in thousands):
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
Cash provided by (used in):
Operating activities$(42,310)$(30,192)$(118,630)$(108,356)
Investing activities(2,483)(9,779)(11,496)(23,695)
Financing activities(2,939)(43,340)(32,136)(46,304)
Our free cash flow for the three and six months ended June 30, 2023 and 2022 and a reconciliation of foreign currency exchange rate neutral operating results to the most comparable U.S. GAAP financial measures, see "Results of Operations" above.
Liquidity and Capital Resources
As of September 30, 2017, we had $638.7 million inmeasure, Net cash and cash equivalents, which primarily consisted of cash and government money market funds.
Since our inception, we have funded our working capital requirements primarily with cash flows provided by operations and through public and private sales of common and preferred stock, which have yielded net proceeds of approximately $1,857.1 million.(used in) operating activities, for those periods were as follows (in thousands):
In connection with our third-party and direct revenue sales
Three Months Ended June 30,Six Months Ended June 30,
2023202220232022
Net cash provided by (used in) operating activities$(42,310)$(30,192)$(118,630)$(108,356)
Purchases of property and equipment and capitalized software(2,253)(9,148)(11,797)(22,149)
Free cash flow$(44,563)$(39,340)$(130,427)$(130,505)
Our revenue-generating transactions are primarily structured such that we collect cash up-front from credit card payment processors shortly after a sale occurscustomers and remit payment topay third-party merchants and inventory suppliers at a later date, in accordance witheither based upon the customer's redemption of the related contractual payment terms. We expect this favorable working capital cycle to continue for the foreseeable future for voucher-based third-party revenue transactions and direct revenue sales of merchandise inventory. We are currently developing and testing a number of product enhancements intended to make our offerings easier to use for both customers and merchants, including voucherless offerings that are linked to customer credit cards. Those voucherless offerings may involve Groupon collecting a net fee from the merchant, rather than selling a voucher to the customer and then remitting a portion of the proceeds


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to the merchant. As a result of that working capital profile, our free cash flow could be adversely impacted in future periods as those offerings begin to scale.
Our merchant arrangements are structured as either a redemption payment model or a fixed payment model defined as follows:
Redemption payment model - Under our redemption merchant payment model, we collect payments at the time customers purchase vouchers and make payments to merchants at a subsequent date. Using this payment model, merchantsterms, which are not paid until the customer redeems the voucher that has been purchased. If a customer does not redeem the voucher under this payment model, we retain all of the gross billings from the unredeemed voucher. The redemption model generally improves our overall cash flow because we do not pay merchants until the customer redeems the voucher. We pay merchants upon redemption for the majority of third-party offerings available through our online marketplaces in our International segment.
Fixed payment model - Under the fixed payment model, merchants are paid regardless of whether the voucher is redeemed. For third-party revenue deals in which the merchant has a continuous presence on our websites and mobile applications by offering deals for an extended period of time, which currently represents a substantial majority of our third-party offerings in North America, we remit payments to the merchant on an ongoing basis, generally bi-weekly,biweekly throughout the term of the merchant's offering. For product offerings in our Goods category, payment terms with inventory suppliers across our two segments typically range from net 30 days to net 60 days. We pay merchants under the fixed payment model for a majority of offerings available through our online marketplace in North America. However, in the third quarter of 2017, we began to increase our use of redemption payment terms for voucher-based third party offerings in North America and we expect that trend to continue.
We experience fluctuations in accrued merchant and supplier payables associated with our revenue-generating activities, including both third-party and direct revenue sales transactions, that can cause volatility in working capital levels and impactOur cash balances more or less thanfluctuate significantly throughout the year based on many variables, including changes in gross billings, the timing of payments to merchants and suppliers and the mix of transactions between Goods and Local.
Net cash provided by (used in) operating activities
For the six months ended June 30, 2023, our operating income or loss would indicate. Additionally, the impact of the transactions in our Goods category on our operatingnet cash flows varies from period to period. For example, the cash flows from transactions in our Goods category are impacted by seasonality, with strong cash inflows typically generated during the fourth quarter holiday season followed by subsequent cash outflows in the following period when payments are made to suppliers of the merchandise.
We generally use our cash flows to fund our operations, make acquisitions, purchase capital assets, purchase stock under our share repurchase program and meet our other cash operating needs. Cash flow used in operating activities was $118.6 million as compared with the prior year period of $108.4 million. The cash outflow in the six months ended June 30, 2023 is slightly higher than the six months ended June 30, 2022, primarily driven by higher net cash outflows from changes in working capital and other assets and liabilities, including discontinued operations,a $9.6 million payment to early terminate our lease at 600 West Chicago.
Net cash provided by (used in) investing activities
For the six months ended June 30, 2023, our net cash used in investing activities was $135.3$11.5 million as compared with the prior year period of $23.7 million. The year-over-year change was primarily driven by fewer purchases of property and equipment and capitalized software during the six months ended June 30, 2023.
Net cash provided by (used in) financing activities
For the six months ended June 30, 2023, our net cash used in financing activities was $32.1 million as compared with the prior year period of $46.3 million. The year-over-year change was primarily driven by $40.0 million in payments of borrowings under our revolving credit facility during the six months ended June 30, 2022, compared with $28.3 million in payments during the current year period.
In March 2023, we entered into the Fourth Amendment to the Amended Credit Agreement which reduced borrowing capacity under our senior secured revolving credit facility from $150.0 million to $75.0 million. In
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connection with the Fourth Amendment, we repaid $27.3 million of outstanding borrowings. Prior to entering into the Fourth Amendment, our access to the full capacity of our Amended Credit Agreement was partially restricted and our liquidity impacted accordingly. There are no assurances that we will be able to continue to have access to the full capacity of our Existing Credit Agreement and our liquidity could be impacted accordingly. See Item 1, Note 5, Financing Arrangements for additional information. Any material increase in receivable holdbacks or reserve requirements could have a material impact on our cash flow and available liquidity.
The accompanying Condensed Consolidated Financial Statements are prepared in accordance with U.S. GAAP applicable to a going concern, which contemplates the realization of assets and the satisfaction of liabilities in the normal course of business. In accordance with ASU No. 2014-15, Disclosure of Uncertainties about an Entity’s Ability to Continue as a Going Concern (Subtopic 205-40), we have evaluated whether there are conditions and events, considered in the aggregate, that raise substantial doubt about our ability to continue as a going concern within one year after the date that the Condensed Consolidated Financial Statements are issued.
Our net cash used in operating activities was $136.0 million and $171.6$124.0 million for the nineyears ended December 31, 2022 and December 31, 2021. Net cash used in operating activities was $118.6 million and $108.4 million for the six months ended SeptemberJune 30, 20172023 and 2016, respectively.

We consider the undistributed earnings of our foreign subsidiaries2022. Cash and cash equivalents were $118.1 million as of SeptemberJune 30, 20172023. As described above, we entered into a fourth amendment to the revolving credit agreement in March 2023, which matures on May 14, 2024. The maturing credit facility together with cash outflows and operating losses indicate that we may not be indefinitely reinvestedable to meet our obligations over the next twelve months. These conditions and accordingly, no U.S. income taxesevents, when considered in the aggregate, raised substantial doubt about our ability to continue as a going concern.
We are currently evaluating several different options to enhance our liquidity position. These options include, but are not limited to, pursuing additional financing from both the public and private markets and potential monetization of certain non-core assets. In addition, we expect to pursue additional cost savings initiatives under our 2022 Cost Savings Plan (as defined in Item 1, Note 9, Restructuring), such as, but not limited to, additional restructuring actions, renegotiating contractual arrangements with certain service providers and continuing to make elective decisions to eliminate vacant positions rather than rehire. Management will also take steps designed to minimize the risk certain payment processors will require reserves or holdback receivables. While management intends to improve our liquidity and our ability to meet our obligations through the plans described above, those plans are not final and are subject to market and other conditions not within our control. Accordingly, we have been provided thereon.concluded that these plans do not alleviate substantial doubt about our ability to continue as a going concern. As of September 30, 2017, the amount ofJuly 31, 2023, cash and cash equivalents were $100.1 million
As of June 30, 2023, we had $32.7 million in cash held by our international subsidiaries, which is primarily denominated in foreign jurisdictions was approximately $240.5 million.Euros, British Pounds Sterling, Canadian dollars, Indian Rupees, Polish Zloty, Swiss Franc, and, to a lesser extent, Australian dollars. In general, it is our practice and intention to re-invest the earnings of our non-U.S. subsidiaries in those operations or remit such earnings in a tax-efficient manner. We have not, nor do we anticipate the need to, repatriate funds to the United States to satisfy domestic liquidity needs arising in the ordinary course of business.
In April 2016, we issued 3.25% senior convertible notes due 2020 (the "Notes") with an aggregate principal amount of $250.0 million. We received net proceeds of $243.2 million from the issuance of the Notes. We have used the proceeds from the Notes for general corporate purposes, including repurchases of shares of our common stock. Additionally, we entered into note hedge and warrant transactions with certain bank counterparties that are designed to offset, in part, the potential dilution from conversion of the Notes. See Note 6, Financing Arrangements, for additional information.
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Our Amended and Restated Credit Agreement provides for aggregate principal borrowings of up to $250.0 million and matures in July 2019. As of September 30, 2017, we had no borrowings under our Amended and Restated Credit Agreement and were in compliance with all covenants. See Note 6, Financing Arrangements, for additional information.

Although we can provide no assurances, we believe that our available cash and cash equivalents balance and cash generated from operations should be sufficient to meet our working capital requirements and other capital expenditures for at least the next twelve months.

Uses of Cash
We expect to continue to make significant investments in our technology platforms and business processes, as well as internal tools aimed at improving the efficiency of our operations. We will also continue to invest in sales and marketing as we seek to increase deal coverage, improve the quality of active deals and increase the volume of transactions through our marketplaces.


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The Board has authorized us to repurchase up to $700.0 million of our common stock through April 2018 under our share repurchase program. During the three and nine months ended September 30, 2017, we purchased 2,384,200 and 16,906,334 shares of our common stock, respectively, for an aggregate purchase price of $9.2 million and $60.0 million (including fees and commissions), respectively, under that repurchase program. As of September 30, 2017, up to $135.2 million of common stock remained available for purchase under that program. The timing and amount of share repurchases, if any, are determined based on market conditions, limitations under our Amended and Restated Credit Agreement, share price and other factors, and the program may be terminated at any time. Repurchases will be made in compliance with SEC rules and other legal requirements and may be made, in part, under a Rule 10b5-1 plan, which permits share repurchases when the Company might otherwise be precluded from doing so.
We currently plan to use our cash and cash equivalents and cash flows generated from our operations to fund investments in technology and marketing, share repurchases, strategic minority investments and business acquisitions and other transactions. Additionally, we have the ability to borrow funds under our Amended and Restated Credit Agreement, as described above. We could also seek to raise additional financing, if available on terms that we believe are favorable, to increase the amount of liquid funds that we can access for share repurchases, future acquisitions or other strategic investment opportunities.
Cash Flow
Our net cash flows from operating, investing and financing activities for the nine months ended September 30, 2017 and 2016 were as follows:
  Nine Months Ended September 30,
  2017 2016 $ Change
  (in thousands)
Cash provided by (used in):      
Operating activities from continuing operations $(133,067) $(165,665) $32,598
Operating activities from discontinued operations (2,195) (5,892) 3,697
Operating activities (135,262) (171,557) 36,295
Investing activities from continuing operations (9,572) (51,537) 41,965
Investing activities from discontinued operations (9,548) (182) (9,366)
Investing activities (19,120) (51,719) 32,599
Financing activities (121,622) 52,868
 (174,490)
Effect of exchange rate changes on cash and cash equivalents, including cash classified within current assets of discontinued operations 22,818
 6,793
 16,025
Net increase (decrease) in cash and cash equivalents, including cash classified within current assets of discontinued operations (253,186) (163,615) (89,571)
Less: Net increase (decrease) in cash classified within current assets of discontinued operations (28,866) (1,388) (27,478)
Net increase (decrease) in cash and cash equivalents $(224,320) $(162,227) $(62,093)
Cash Provided by (Used in) Operating Activities
Cash provided by (used in) operating activities primarily consists of our net loss adjusted for certain items, including depreciation and amortization, stock-based compensation, restructuring charges, gain on sale of intangible assets, gains and losses on minority investments, deferred income taxes and the effect of changes in working capital and other items.

For the nine months ended September 30, 2017, our net cash used in operating activities from continuing operations of $133.1 million differed from our $22.5 million net loss from continuing operations due to a $264.1 million net decrease related to changes in working capital and other assets and liabilities, partially offset by $153.5 million of non-cash items. The net decrease related to changes in working capital and other assets and liabilities primarily resulted from a $197.8 million decrease in accrued merchant and supplier payables due to the timing of payments to suppliers of merchandise and the seasonally high levels of Goods transactions in the fourth quarter of 2016, as well as the shift in focus on our websites and mobile applications toward offerings in our Local category, which further contributed to the decline in Goods gross billings in the current period. The non-cash items primarily consisted of depreciation and amortization and stock-based compensation.



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For the nine months ended September 30, 2016, our net cash used in operating activities from continuing operations of $165.7 million differed from our $126.8 million net loss from continuing operations due to a $231.0 million net decrease related to changes in working capital and other assets and liabilities, partially offset by $192.1 million of non-cash items. The net decrease related to changes in working capital and other assets and liabilities primarily resulted from a $168.9 million decrease in accrued merchant and supplier payables due to the timing of payments to suppliers of merchandise and the seasonally high levels of Goods transactions in the fourth quarter of 2015. The net decrease was also impacted by a $39.5 million payment into an escrow account to fund our securities litigation settlement and $21.3 million of payments for restructuring actions. The non-cash items primarily consisted of depreciation and amortization and stock-based compensation.

Cash Provided by (Used in) Investing Activities

Cash flows provided by (used in) investing activities from continuing operations primarily consists of proceeds from the sale of intangible assets, proceeds from sales and maturities of investments and capital expenditures, including capitalized internally-developed software.

For the nine months ended September 30, 2017, our net cash used in investing activities from continuing operations of $9.6 million primarily consisted of proceeds from the sale of intangible assets of $18.3 million and proceeds from sales and maturities of investments of $16.6 million. Those items were partially offset by $43.7 million in capital expenditures.
For the nine months ended September 30, 2016, our net cash used in investing activities from continuing operations of $51.5 million primarily consisted of $49.0 million in capital expenditures.
Cash Provided by (Used in) Financing Activities

Cash flows provided by (used in) financing activities primarily consists of proceeds from the issuance of convertible senior notes, payments for issuance costs related to the convertible senior notes and the amended and restated revolving credit agreement, payments for the purchase of convertible note hedges, proceeds from the issuance of warrants, payments for purchases of treasury stock, taxes paid related to net share settlements of stock-based compensation awards, proceeds from stock option exercises and our employee stock purchase plan, distributions to noncontrolling interest holders and payments of capital lease obligations.
For the nine months ended September 30, 2017, our net cash used in financing activities of $121.6 million was driven by the following:
purchases of treasury stock under our share repurchase program of $61.2 million;
payments of capital lease obligations of $25.3 million;
taxes paid related to net share settlements of stock-based compensation awards of $23.3 million; and
payment of contingent consideration that included $7.8 million classified within financing activities.

For the nine months ended September 30, 2016, our net cash provided by financing activities of $52.9 million was driven by the following:

proceeds from issuance of the Notes of $250.0 million;
purchases of treasury stock under our share repurchase program of $115.6 million;
payments for the purchase of convertible note hedges of $59.2 million;
proceeds from the issuance of warrants of $35.5 million;
taxes paid related to net share settlements of stock-based compensation awards of $23.3 million;
payments of capital lease obligations of $22.0 million; and
payments for issuance costs related to the Notes and the Amended and Restated Credit Agreement of $8.1 million.



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Free Cash Flow
Free cash flow, a non-GAAP financial measure that comprises net cash provided by operating activities from continuing operations less purchases of property and equipment and capitalized software from continuing operations. Free cash flow for the nine months and trailing twelve months ended September 30, 2017and 2016 was as follows:
  Nine Months Ended September 30,
  2017 2016 $ Change % Change
  (dollars in thousands)
Free cash flow $(176,783) $(214,698) $37,915
 17.7%
Free cash flow TTM $98,556
 $27,604
 $70,952
 257.0%
The increase in free cash flow for the nine months ended September 30, 2017 was primarily due to a $32.6 million increase in our operating cash flows from continuing operations.
The increase in free cash flow for the trailing twelve months ended September 30, 2017 was due to a $70.5 million increase in our trailing twelve months operating cash flows from continuing operations.
For further information and a reconciliation to the most applicable financial measure under U.S. GAAP, refer to our discussion under Non-GAAP Financial Measures above.  


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Contractual Obligations and Commitments
Our contractual obligations and commitments as of SeptemberJune 30, 20172023 did not materially change from the amounts set forth in our 2022 Annual Report on Form 10-K for the year ended December 31, 2016.10-K.
Off-Balance Sheet Arrangements
We did not have any off-balance sheet arrangements as of SeptemberJune 30, 2017.2023.


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CriticalSignificant Accounting Policies and Critical Accounting Estimates
The preparation of condensed consolidated financial statementsCondensed Consolidated Financial Statements requires management to make estimates and assumptions that affect the reported amounts and classifications of assets and liabilities, revenue and expenses, and related disclosuresdisclosure of contingent liabilities. Management bases its estimates on historical experience and on various other assumptions that are believed to be reasonable under the circumstances, the results of which form the basis for making judgments about the carrying values of assets and liabilities that are not readily apparent from other sources. Actual results may differ from these estimates under different assumptions or conditions.estimates.
Management's Discussion and Analysis of Financial Condition and Results of Operations is based upon our condensed consolidated financial statements,Condensed Consolidated Financial Statements, which have been prepared in accordance with U.S. GAAP. Our significant accounting policies are discussed in Part II, Item 8, Note 2, Summary of Significant Accounting Policies in the notes to the consolidated financial statements included in our Annual Report on Form 10-K, as amended, for the year ended December 31, 2016, and the Current Report on Form 8-K, dated May 17, 2017. In addition, refer to the critical accounting policies and estimates under Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" in our Annual Report on Form 10-K for the year ended December 31, 2016. There have been no material changes2022. In addition, refer to ourthe critical accounting policiesestimates under Part II, Item 7, Management's Discussion and estimates during the nine months ended September 30, 2017.
Recently Issued Accounting Standards
In May 2014, theAnalysis of Financial Accounting Standards Board ("FASB") issued ASU 2014-09, Revenue from Contracts with Customers. This ASU is a comprehensive new revenue recognition model that requires a company to recognize revenue to depict the transferCondition and Results of goods or services to a customer at an amount that reflects the consideration it expects to receive in exchange for those goods or services. In March 2016, the FASB issued ASU 2016-08, Revenue from Contracts with Customers: Principal versus Agent Considerations (Reporting Gross versus Net), which is effective upon adoption of ASU 2014-09. This ASU clarifies the implementation guidance in ASU 2014-09 on principal versus agent considerations. These ASUs are effective for annual reporting periods beginning after December 15, 2017 and interim periods within those annual periods. We do not expect that the ASUs will change our presentation of revenue on a gross or net basis. Additionally, for merchant payment arrangements that are structured under a redemption model, we expect that we will be required to estimate the incremental revenue from vouchers that will not ultimately be redeemed and recognize that amount as revenue at the time of sale under the new guidance, rather than when our legal obligation expires. The potential impact of that change could increase or decrease our revenue in any given period as compared to our current policy depending on the relative amounts of the estimated incremental revenue from unredeemed vouchers on current transactions as compared to the actual incremental revenue from vouchers that expire unredeemed in that period. The ASUs are also expected to impact the timing and recognition of costs to obtain contracts with customers, such as sales commissions, which we currently expense as incurred. Under the new ASUs, we expect that such costs will be deferred and recognized over the expected period of benefit. We are still evaluating these ASUs for other potential impacts on our condensed consolidated financial statements, including the timing of revenue recognition from hotel bookingsOperations in our Travel category. We currently plan to adopt the ASUs using the "modified retrospective" approach, which requires the cumulative effect of initially applying the guidance to be recognized as an adjustment to our accumulated deficit as of the January 1, 2018 adoption date.
In January 2016, the FASB issued ASU 2016-01, Financial Instruments (Topic 825-10) - Recognition and Measurement of Financial Assets and Financial Liabilities. This ASU requires equity securities to be measured at fair value with changes in fair value recognized through net income and will eliminate the cost method for equity securities without readily determinable fair values. The ASU is effective for annual reporting periods beginning after December 15, 2017, and interim periods within those annual periods. The impact of the ASUAnnual Report on our cost method investments will depend on changes in their fair values in periods after the adoption date. See Note 4, Investments, for information about our cost method investments. While we are still assessing the impact of ASU 2016-01, we do not expect that the adoption of this guidance will otherwise have a material impact on our condensed consolidated financial statements.

In February 2016, the FASB issued ASU 2016-02, Leases (Topic 842). The ASU will require lessees to recognize assets and liabilities arising from leases, including operating leases, to be recognized on the balance sheet. The ASU is effective for annual reporting periods beginning after December 15, 2018 and interim periods within those annual periods, and requires a modified retrospective transition method. We are still assessing the impact of ASU 2016-02. See Note 10, Commitments and Contingencies, in our Form 10-K as amended, for the year ended December 31, 2016, and our Current Report on Form 8-K, dated May 17, 2017, for information about our lease commitments.

In November 2016, the FASB issued ASU 2016-18, Statement of Cash Flows (Topic 230)Restricted Cash. This ASU requires that companies include amounts generally described as restricted cash and restricted cash equivalents, along with cash and cash equivalents, when reconciling the beginning-of-period and end-of-period amounts shown on the statement of cash flows. 

2022.

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The ASU is effective for annual reporting periods beginning after December 15, 2017 and interim periods within those annual periods, and requires a retrospective transition method. We had $9.7 million and $12.0 million of restricted cash as of September 30, 2017 and December 31, 2016, respectively.

In January 2017, the FASB issued ASU 2017-04, Intangibles - Goodwill and Other (Topic 350) Simplifying the Test for Goodwill Impairment. This ASU eliminates Step 2 of the goodwill impairment test and requires a goodwill impairment to be measured as the amount by which a reporting unit’s carrying amount exceeds its fair value, not to exceed the carrying amount of its goodwill. The ASU is effective for annual or any interim goodwill impairment tests in fiscal years beginning after December 15, 2019.  We do not believe that the adoption of this guidance will have a material impact on our condensed consolidated financial statements.

In February 2017, the FASB issued ASU 2017-05, Other Income-Gains and Losses from the Derecognition of Nonfinancial Assets (Subtopic 610-20) - Clarifying the Scope of Asset Derecognition Guidance andRecently Issued Accounting for Partial Sales of Nonfinancial Assets.  This ASU is meant to clarify the scope of ASC Subtopic 610-20, Other Income-Gains and Losses from the Derecognition of Nonfinancial Assets, and to add guidance for partial sales of nonfinancial assets.  The Company is required to adopt ASU 2017-05 at the same time that it adopts the guidance in ASU 2014-09. We do not believe that the adoption of this guidance will have a material impact on our condensed consolidated financial statements.

In February 2017, the FASB issued ASU 2017-07, Compensation - Retirement Benefits (Topic 715) - Improving the Presentation of Net Periodic Pension Cost and Net Periodic Postretirement Benefit Cost. This ASU requires employers to include only the service cost component of net periodic pension cost in operating expenses, together with other employee compensation costs. The other components of net periodic pension cost, including interest cost, expected return on plan assets, amortization of prior service cost and settlement and curtailment effects, are to be included in non-operating expenses. The ASU is effective for annual reporting periods beginning after December 15, 2017, and interim periods within those annual periods. While we are still assessing the impact of ASU 2017-07, we do not believe that the adoption of this guidance will have a material impact on our condensed consolidated financial statements.

In May 2017, the FASB issued ASU 2017-09, Compensation - Stock Compensation (Topic 718) - Scope of Modification Accounting. This ASU clarifies the changes to terms or conditions of a share-based payment award that require an entity to apply modification accounting. The ASU is effective for annual reporting periods beginning after December 15, 2017, and interim periods within those annual periods. We do not believe that the adoption of this guidance will have a material impact on our condensed consolidated financial statements.

Standards
There are no other accounting standards that have been issued but not yet adopted that we believe couldare expected to have a material impact on our condensed consolidated financial position or results of operations.


Condensed Consolidated Financial Statements.

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ITEM 3. QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK
We have operations both within the United States and internationally, and we are exposed to market risks in the ordinary course of our business, including the effect of foreign currency fluctuations, interest rate changes and inflation. Information relating to quantitative and qualitative disclosures about these market risks is set forth below.
Foreign Currency Exchange Risk
We transact business in various foreign currencies other than the U.S. dollar, principally the euro,Euro, British pound sterling,Pound Sterling, Canadian dollar, Indian Rupee, Polish Zloty, Swiss Franc, and, to a lessor extent, Australian dollar, which exposes us to foreign currency risk. For the three and ninesix months ended SeptemberJune 30, 2017,2023, we derived approximately 34.7%25.8% and 32.0%, respectively,26.2% of our revenue from our International segment. Revenue and related expenses generated from our international operations are generally denominated in the local currencies of the corresponding countries. The functional currencies of our subsidiaries that either operate or support these markets are generally the same as the corresponding local currencies. TheHowever, the results of operations of, and certain of our intercompany balances associated with, our international operations are exposed to foreign currency exchange rate fluctuations. Upon consolidation, as exchange rates vary, our revenue and other operating results may differ materially from expectations, and we may record significant gains or losses on the re-measurement of intercompany balances. The British pound sterling has declined significantly against the U.S. dollar following the U.K.’s non-binding "Brexit" referendum on June 23, 2016, whereby a majority of voters supported its withdrawal from the European Union. As a result of the decline in the British pound sterling, the gross billings and revenue from our U.K. operations have been adversely impacted and the expenses from our U.K. operations have been favorably impacted in future periods because our financial statements are reported in U.S. dollars.
We assess our foreign currency exchange risk based on hypothetical changes in rates utilizing a sensitivity analysis that measures the potential impact on working capital based on a 10% change (increase and decrease) in currency rates. We use a current market pricing model to assess the changes in the value of the U.S. dollar on foreign currency denominated monetary assets and liabilities. The primary assumption used in this model is a hypothetical 10% weakening or strengthening of the U.S. dollar against those currency exposures as of SeptemberJune 30, 20172023 and December 31, 2016.    2022.
As of SeptemberJune 30, 2017,2023, our net working capital deficit (defined as current assets less current liabilities) from subsidiaries that are subject to foreign currency translation risk was $44.9$93.9 million. The potential increase in this working capital deficit from a hypothetical 10% adverse change in quoted foreign currency exchange rates would be $4.5$9.4 million. This compares towith a $61.6$111.9 million working capital deficit subject to foreign currency exposure as of December 31, 2016,2022, for which a 10% adverse change would have resulted in a potential increase in this working capital deficit of $6.2$11.2 million.
Interest Rate Risk
Our cash and cash equivalents primarily consistbalance as of cash and government money market funds. OurJune 30, 2023 consists of bank deposits so exposure to market risk for changes in interest rates is limited because our cash and cash equivalentslimited. The 2026 Notes have a short-term maturity and are used primarily for working capital purposes. In April 2016, we issued convertible notes with an aggregate principal amount of $250.0$230.0 million (see Note 6, Financing Arrangements). The convertible notesand bear interest at a fixed rate, so we have no financial statement impact from changes in interest rates. However, changes in market interest rates impact the fair value of the convertible notes2026 Notes along with other variables such as our credit spreads and the market price and volatility of our common stock. In June 2016, we entered into the Amended and RestatedOur Existing Credit Agreement that provides for aggregate principal borrowings of up to $250.0$75.0 million. As of SeptemberJune 30, 2017, there were no2023, we had $46.7 million of borrowings outstanding and $24.5 million of outstanding letters of credit under the Amended and RestatedExisting Credit Agreement. See Item 2, Liquidity and Capital Resources, for additional information. Because borrowings under the Amended and RestatedExisting Credit Agreement bearsbear interest at a variable rate, we are exposed to market risk relating to changes in interest rates if we borrow under the Amended and RestatedExisting Credit Agreement. We also have $42.4$21.5 million of capital lease obligations as of June 30, 2023. Interest rates on existing leases typically do not change unless there is a modification to a lease agreement and $11.2 million of investments in convertible debt securities issued by nonpublic entities that are classified as available-for-sale. Wesuch, we do not believe that the interest rate risk on the long-term capital lease obligations and investments is significant.
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ImpactInflation Risk
In light of Inflation
the current inflationary environment, our business is being affected by changes to our merchants' and customers' discretionary spend. We believe that our results of operations areexpect such discretionary spend limitations to continue, and if we do not materially impacted by moderate changes in the inflation rate. Inflationsee increased overall demand for discounted goods and changing prices did not have a material effectservices to help offset these limitations on individual merchants and customers, our business, financial condition orand results of operations for the threecould be adversely impacted. Additionally, increased inflation could negatively impact our business by driving up our operating costs. Our costs are subject to inflationary pressures, and nine months ended September 30, 2017.

if those pressures become significant, we may not be able to offset such higher costs through price increases or other cost efficiency measures. Our inability or failure to do so could harm our business, financial condition and results of operations.

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ITEM 4. CONTROLS AND PROCEDURES
Evaluation of Disclosure Controls and Procedures
Our management, with the participation of our Interim Chief Executive Officer and our Chief Financial Officer, has evaluated the effectiveness of the design and operation of our disclosure controls and procedures pursuant to Ruleas defined in Rules 13a-15(e) orand 15d-15(e) under the Securities Exchange Act of 1934, as amended (the Exchange Act), as of the end of the period covered by this Quarterly Report on Form 10-Q.
Based on this evaluation and because of the previously-reported material weaknesses in internal control over financial reporting, our managementInterim Chief Executive Officer and our Chief Financial Officer concluded that as of September 30, 2017, our disclosure controls and procedures arewere not effective to provide reasonable assurance that information we are required to discloseas of June 30, 2023.
Notwithstanding the material weakness in reports that we file or submit under the Exchange Act is recorded, processed, summarized, and reported within the time periods specified in the Securities and Exchange Commission's rules and forms, and that such information is accumulated and communicated to our management, includinginternal control over financial reporting, our Interim Chief Executive Officer and our Chief Financial Officer as appropriate,have concluded that the Condensed Consolidated Financial Statements present fairly, in all material respects, our financial position, results of operations and cash flows in accordance with generally accepted accounting principles in the United States of America (U.S. GAAP).
Remediation Plan and Status
As of June 30, 2023, the material weakness previously disclosed has not yet been fully remediated. In response to allow timely decisions regarding required disclosure.the material weakness in our internal control over financial reporting, management has designed and implemented control activities related to complex manual calculations used to record certain month-end balances. We will continue to work towards full remediation of this material weakness to improve our internal control over financial reporting.
The material weakness cannot be considered remediated until the applicable controls have operated for a sufficient period of time and management has concluded, through testing, that these controls are designed and operating effectively. Accordingly, we will continue to monitor and evaluate the effectiveness of our internal control over financial reporting in the areas affected by the material weakness described above.
Changes in Internal Control over Financial Reporting
There waswere no changechanges in our internal control over financial reporting identified in connection with themanagement’s evaluation required by Rulepursuant to Rules 13a-15(d) andor 15d-15(d) of the Exchange Act that occurred during the period covered by this Quarterly Report on Form 10-Qquarter ended June 30, 2023 that hashave materially affected, or isare reasonably likely to materially affect, our internal control over financial reporting.

Limitations on Effectiveness of Controls and Procedures
In designing and evaluating the disclosure controls and procedures, management recognizes that any controls and procedures, no matter how well designed and operated, can provide only reasonable assurance of achieving the desired control objectives. In addition, the design of disclosure controls and procedures must reflect the fact that there are resource constraints and that management is required to apply its judgment in evaluating the benefits of possible controls and procedures relative to their costs.

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PART II. OTHER INFORMATION
ITEM 1. LEGAL PROCEEDINGS
For a description of our material pending legal proceedings, please see Item 1, Note 7, 6, Commitments and Contingencies, to our condensed consolidated financial statementsCondensed Consolidated Financial Statements included in Part I, Item 1 of this Quarterly Report on Form 10-Q.
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ITEM 1A. RISK FACTORS
There have been no material changes from the risk factors previously disclosed in Part I, Item 1A, "Risk Factors" inRisk Factors of our Annual Report on Form 10-K for the year ended December 31, 2016, except to supplement2022, and amend those risk factors as follows:
We may be subject to breachesPart II, Item 1A, Risk Factors of our information technology systems,Quarterly Report on Form 10-Q for the quarter ended March 31, 2023, except as supplemented and updated below:
Our financial statements contain a statement regarding a substantial doubt about the Company’s ability to continue as a going concern.

Our Consolidated Financial Statements as of and for the year ended December 31, 2022 are prepared in accordance with generally accepted accounting principles applicable to a going concern, which could harm our relationships with our customerscontemplates the realization of assets and merchants, subject us to negative publicitythe satisfaction of liabilities in the normal course of business. We have evaluated whether there are conditions and litigation, and causeevents, considered in the aggregate, that raise substantial harm to our business.
In operating a global online business, we and our third-party service providers maintain significant proprietary information and manage large amounts of personal data and confidential informationdoubt about our employees, customers and merchants.  We and such service providers are at constant risk of cyber-attacks or cyber intrusions via the Internet, computer viruses, break-ins, malware, phishing attacks, hacking, denial-of-service attacks or other attacks and similar disruptions from the unauthorized use of or accessability to computer systems (including from internal and external sources). These types of incidents have become more prevalent and pervasive across industries, including in our industry, and such attacks on our systems are expected to occur in the future. Further, we believe we are a compelling target for such attackscontinue as a resultgoing concern within one year after the date that the Consolidated Financial Statements are issued and based on an evaluation of the high profileconditions described in Item 7, Liquidity and Capital Resources, such conditions raise substantial doubt about our ability to continue as a going concern.

Our net cash used in operating activities was $136.0 million and $124.0 million for the years ended December 31, 2022 and December 31, 2021. Net cash used in operating activities was $118.6 million and $108.4 million for the six months ended June 30, 2023 and 2022. Cash and cash equivalents were $118.1 million as of June 30, 2023. We entered into a fourth amendment to the revolving credit agreement in March 2023, which reduced our brandborrowing capacity and modified certain financial covenants as described in Note 5, Financing Arrangements. The fourth amendment to the amountrevolving credit agreement matures on May 14, 2024. The maturing credit facility together with cash outflows and type of information we maintain relating to our customers and merchants. Any such incident could lead to interruptions, delays or website outages, causing loss of critical data or the unauthorized disclosure or use of personally identifiable or other confidential information.
Any failure to prevent or mitigate cybersecurity breaches or other improper access to, or disclosure of, our data or confidential information could result in the loss or misuse of such data or information, negatively impacting customers’ and merchants’ confidence in the security of our services potentially resulting in significant customer or merchant attrition, a decline in purchase frequency, or damage to our brand and reputation.
Our risk and exposure to these matters remains heightened because of, among other things, the evolving nature of these threats, our prominent size and scale, the large number of transactionsoperating losses indicate that we process, our payment processing, our geographic footprint and international presence, our use of open source software, the complexity of our systems, the maturity of our systems, processes and risk management framework, our number of employees, the location of our businesses and data storage facilities, the jurisdictions in which we operate and the various and evolving laws and regulatory schemes governing data and data protection applicable to us, the extent to which our current systems, controls, processes and practices permit us to detect, log and monitor security events, our use of cloud based technologies and the outsourcing of some of our business operations.  
Although cybersecurity and the continued development and enhancement of our controls, processes and practices designed to protect our systems, computers, software, data and networks from attack, damage or unauthorized access are a high priority for us, our activities and investment may not be deployed quickly enough or successfully protectable to meet our systems against all vulnerabilities, including technologies developedobligations over the next twelve months. These conditions and events, when considered in the aggregate, raised substantial doubt about our ability to bypasscontinue as a going concern.
We are currently evaluating several different options to enhance our security measures or zero day vulnerabilities.liquidity position. These options include, but are not limited to, pursuing additional financing from both the public and private markets and potential monetization of certain non-core assets. In addition, outside parties may attemptwe expect to fraudulently induce employees, merchantspursue additional cost savings initiatives under our 2022 Cost Savings Plan, such as, but not limited to, additional restructuring actions, renegotiating contractual arrangements with certain service providers and continuing to make elective decisions to eliminate vacant positions rather than rehire. Management will also take steps designed to minimize the risk certain payment processors will require reserves or customersholdback receivables. While management intends to disclose access credentials or other sensitive information in orderimprove our liquidity and our ability to gain access tomeet our secure systemsobligations through the plans described above, those plans are not final and networks. We also may beare subject to additional vulnerabilitiesmarket and other conditions not within our control. Accordingly, we have concluded that these plans do not alleviate substantial doubt about our ability to continue as we integratea going concern.
The substantial doubt about our ability to continue as a going concern may affect the systems, computers, software and data of acquired businesses into our networks and separate the systems, computers, software and data of disposed businesses from our networks.
We regularly evaluate and assess our systems and the controls, processes and practices to protect those systems and also conduct periodic penetration testing. The evaluations and testing identify areas of weakness in, and suggested improvements to, the maturityprice of our systems, processes, and risk management framework as well as vulnerabilities in those systems, processes, and risk management framework that could be attacked and exploited to access and acquire proprietary and confidential information,common stock, may impact our relationship with third parties with whom we do business, including information about our customers, vendors, lenders and merchants. There are no assurances thatemployees, may impact our ability to raise additional capital and may impact our ability to comply going forward with covenants in our debt agreements.

The actions we have taken and investmentsplan to improve the maturity of our systems, processes and risk management framework or remediate vulnerabilities will be sufficient or completed quickly enough to prevent or limit the impact of any cyber intrusion. In addition,take in the future we may be required to expend significant additional resources to modify or enhance our protective measures, controls and systems or to improve the maturityreduce operating costs, including as part of our systems, processes and risk management framework, or investigate or remediate any information security vulnerabilities.  These improvements, modifications and enhancements2022 Restructuring Plan, may take significant time to implement. Further, the sophistication of potential attacks or the capabilities of our systems and processes may not permit us to detect the occurrence of cyber incidents


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until significant data loss has occurred. Moreover, because the techniques used to gain access to or sabotage systems often are not recognized until launched against a target, we may be unable to anticipate the methods necessary to defend against these types of attacks and we cannot predict the extent, frequency or impact these problems may have on us.  Any actual breach, the perceived threat of a breach or a perceived breach, could cause our customers, merchants, card brands and payment card processors to cease doing business with us or do business with us less frequently, subject us to lawsuits, investigations, regulatory fines or other action or liability or damage tonegatively affect our brand reputation, ability to attract and retain employees, and our reputation which would harm our business, financial condition and results of operations.
Our business is exposed to risks associated with our voucherless offerings.
We are developing and testing voucherless offerings that are linked to customer credit cards. Deals that offer cash back onperformance may suffer as a customer’s credit card may involve the Company collecting a net fee from the merchant, rather than selling a voucher to the customer and then remitting a portion of the proceeds to the merchant (with the sale of the voucher reported as gross billings). Accordingly, our gross billings could be adversely impacted and significantly reduced if and when those offerings begin to scale. Although we believe that voucherless offerings have the potential to increase customer purchase frequency and generate gross profit growth, there are no assurances that we will be able to scale our voucherless products or that our voucherless products will be successful in increasing customer purchase frequency or gross profit growth, if and when scaled. If we are unable to grow the number of voucherless products in our marketplaces, our results of operations may be adversely affected.
In addition, we currently depend on credit card companies in order to provide our card linked voucherless offerings. We also depend on customers providing us with and allowing us to maintain their credit card information. In the event any credit card company no longer supports our voucherless offerings, or customers do not provide us with or allow us to maintain their credit card information, our results of operations and financial condition could be adversely affected.


result.

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ITEM 2. UNREGISTERED SALES OF EQUITY SECURITIES AND USE OF PROCEEDS
Recent Sales of Unregistered Securities
During the three months ended SeptemberJune 30, 2017,2023, we did not issue any unregistered equity securities.
Issuer Purchases of Equity Securities
During the three months ended SeptemberAs of June 30, 2017, we purchased 2,384,200 shares of2023, there have been no changes to our common stock for an aggregate purchase price of $9.2 million (including fees and commissions) under ourBoard authorized share repurchase program. A summaryFor additional information, please refer to Part II, Item 5, Market for Registrant's Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities in our common stock repurchases duringAnnual Report on Form 10-K for the three monthsyear ended September 30, 2017 under our share repurchase program is set forth in the following table:
Date Total Number of Shares Purchased Average Price Paid Per Share Total Number of Shares Purchased as Part of Publicly Announced Program Maximum Number (or Approximate Dollar Value) of Shares that May Yet Be Purchased Under Program
July 1-31, 2017 2,114,200
 $3.81
 2,114,200
 $136,247,253
August 1-31, 2017 270,000
 4.08
 270,000
 135,150,211
September 1-30, 2017 
 
 
 135,150,211
Total 2,384,200
 $3.84
 2,384,200
 $135,150,211
See Note 8, Stockholders' Equity and Compensation Arrangements, for discussion regarding our share repurchase program.December 31, 2022.
The following table provides information about purchases of shares of our common stock during the three months ended SeptemberJune 30, 20172023 related to shares withheld upon vesting of restricted stock units for minimum tax withholding obligations:
Date
Total Number of Shares Purchased (1)
Average Price Paid Per ShareTotal Number of Shares Purchased as Part of Publicly Announced ProgramMaximum Number (or Approximate Dollar Value) of Shares that May Yet Be Purchased Under Program
April 1-30, 202350,088 $3.73 — — 
May 1-31, 2023214,771 4.68 — — 
June 1-30, 20233,508 4.28 — — 
Total268,367 $4.50 — — 
(1)Total number of shares delivered to us by employees to satisfy the mandatory tax withholding requirement upon vesting of stock-based compensation awards.
Date 
Total Number of Shares Purchased (1)
 Average Price Paid Per Share Total Number of Shares Purchased as Part of Publicly Announced Program Maximum Number (or Approximate Dollar Value) of Shares that May Yet Be Purchased Under Program
July 1-31, 2017 374,003
 $3.82
 
 $
August 1-31, 2017 716,084
 4.00
 
 $
September 1-30, 2017 856,610
 4.35
 
 $
Total 1,946,697
 $4.12
 
 $
(1)Total number of shares delivered to us by employees to satisfy the mandatory tax withholding requirement upon vesting of stock-based compensation awards.



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ITEM 5. OTHER INFORMATION
Election and DepartureDuring the three months ended June 30, 2023, none of Directors
On October 31, 2017, the Board of Directors (the "Board") of Groupon, Inc. (the "Company") elected Deborah Wahlour officers or directors adopted or terminated a "Rule 10b5-1 trading arrangement" or "non-Rule 10b5-1 trading arrangement," as an independent director of the Company, effective immediately. Ms. Wahl will serve as a member of the Nominating and Corporate Governance Committee of the Board.
There are no arrangements or understandings pursuant to which Ms. Wahl was elected to the Board. Since the beginning of the last fiscal year, there have been no related party transactions between the Company and Ms. Wahl that would be reportable undereach term is defined in Item 404(a)408(a) of Regulation S-K.
In addition, on October 31, 2017, Bradley Keywell and Jeffrey Housenbold resigned as directors of the Company, and the Board decreased the size of the Board from ten to nine directors. The departures of Mr. Keywell and Mr. Housenbold were not the result of any disagreement with the Company.
On November 1, 2017, the Company issued a press release announcing the changes to its Board, which is attached hereto as Exhibit 99.1 and incorporated herein by reference.
Appointment of Chief Operating Officer
On October 30, 2017, Steve Krenzer, age 59, was appointed as the Company’s Chief Operating Officer.
Mr. Krenzer has served as the Chief Executive Officer of Core Digital Media since October 2012, including leading the Core Digital Media companies LowerMyBills and ClassesUSA until their sale in 2017 and PriceGrabber until its sale in 2015.  Prior to that, Mr. Krenzer held a variety of senior positions at Experian since 1996, most recently serving as President of Experian Interactive Media.
In connection with his appointment as Chief Operating Officer, Mr. Krenzer will receive an annual base salary of $625,000 and will be eligible for an annual performance bonus with a target amount of $625,000. Mr. Krenzer also received an award of 895,032 restricted stock units ("RSUs") under the Groupon, Inc. 2011 Incentive Plan, as amended (the "Plan"), of which 298,344 RSUs will vest on the one year anniversary of the grant date and 74,586 RSUs will vest every three months over a two year period beginning on January 30, 2019. In addition, Mr. Krenzer will be eligible to earn the following number of target performance stock units ("PSUs") under the Plan over a three year period: (i) 198,894 PSUs in 2018, (ii) 198,894 PSUs in 2019 and (iii) 198,894 PSUs in 2020. The PSUs have a maximum payout capped at 200% of the target award for the applicable year. The actual number of PSUs earned in any period, if at all, will be determined based on the Company meeting specific performance objectives to be established by the Compensation Committee within the first 90 days of the applicable year. In addition, the vesting of the RSUs and the issuance of the PSUs are subject to Mr. Krenzer’s continued employment with the Company on the applicable vesting or grant date.
Under Mr. Krenzer’s severance benefit agreement, he will receive severance benefit amounts upon a termination of employment without Cause or for Good Reason equal to 12 months of salary and benefits, the accelerated vesting of outstanding time-based equity awards that are scheduled to vest over the 12 month period following termination and the accelerated vesting of all of his outstanding performance-based equity awards for the applicable performance period. In the event that Mr. Krenzer’s employment is terminated in connection with a change in control of the Company, he will receive an amount equal to 12 months of salary, a pro rata portion of his annual bonus at the target amount and the accelerated vesting of all of his outstanding equity awards.
There are no family relationships between Mr. Krenzer and any of the directors and executive officers of the Company, and there are no transactions in which Mr. Krenzer has an interest requiring disclosure under Item 404(a) of Regulation S-K.
The description of the terms of Mr. Krenzer’s severance benefits agreement is not complete and is qualified in its entirety by the form of severance benefit agreement filed as Exhibit 10.1 to the Form 10-Q for the quarter ended March 31, 2017, and incorporated herein by reference.
On November 1, 2017, the Company issued a press release announcing the appointment of Mr. Krenzer as its Chief Operating Officer, which is attached hereto as Exhibit 99.2 and incorporated herein by reference.


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CEO Compensation
On October 31, 2017, as part of its annual review of the compensation of the Company’s Chief Executive Officer, the Compensation Committee of the Board approved changes to Mr. Williams’ compensation. Mr. Williams will receive an annual base salary of $750,000, effective January 1, 2018, and he will be eligible for an annual performance bonus with a target amount of $750,000 for 2018 (in each case increased from $700,000). In addition, Mr. Williams received an award of (i) 954,696 RSUs under the Plan, which will vest annually in five equal installments beginning on the one year anniversary of the grant date and (ii) 270,000 RSUs under the Plan, of which 180,000 RSUs will vest on the three year anniversary of the grant date and 90,000 RSUs will vest on the four year anniversary of the grant date. Mr. Williams also will be eligible to earn an additional 816,465 target PSUs under the Plan beginning in 2018 to 2022. The PSUs have a maximum payout capped at 200% of the target award for the year. The actual number of PSUs earned in any period, if at all, will be determined based on the Company meeting specific performance objectives to be established by the Compensation Committee within the first 90 days of the applicable year. In addition, the vesting of the RSUs and the issuance of the PSUs are subject to Mr. Williams’ continued employment on the applicable vesting or grant date.
ITEM 6. EXHIBITS

* Management contract of compensatory plan or arrangement.

** The XBRL Instance Document and Cover Page Interactive Data File do not appear in the Interactive Data File because their XBRL tags are embedded within the Inline XBRL document

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SIGNATURES
Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned, thereunto duly authorized on this 1st9th day of November 2017.
August 2023.
GROUPON, INC.
By:/s/ Michael RandolfiJiri Ponrt
Name:Michael RandolfiJiri Ponrt
Title:Chief Financial Officer




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