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

FORM 10-Q

(Mark One)
x QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES
EXCHANGE ACT OF 1934
For the quarterly period ended September 30, 2023March 31, 2024
or
o 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: 001-39142

Porch Group, Inc.
(Exact name of registrant as specified in its charter)

Delaware83-2587663
(State or other jurisdiction of incorporation or organization)(I.R.S. Employer Identification Number)
411 1st Avenue S., Suite 501, Seattle, WA 98104
(Address of Principal Executive Offices) (Zip Code)
(855) 767-2400
(Registrant’s telephone number, including area code)
N/A
(Former name, former address and former fiscal year, if changed since last report)

Securities registered pursuant to Section 12(b) of the Act:
Title of Each ClassTrading symbolName of Exchange on which registered
Common Stock, par value $0.0001 per sharePRCHThe Nasdaq Stock Market LLC
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 o
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted 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 such files). Yes x No o
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 fileroAccelerated filerx
Non-accelerated fileroSmaller reporting companyoxEmerging growth companyo
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 revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act. o
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act). Yes o No x
The number of outstanding shares of the registrant’s common stock as of NovemberMay 3, 2023,2024, was 98,874,616.99,186,767.


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PART I —FINANCIAL INFORMATION
Item 1. Financial Statements
PORCH GROUP, INC.
Condensed Consolidated Balance Sheets (Unaudited)
(all numbers in thousands unless otherwise stated, except per share amounts)data)
September 30, 2023December 31, 2022
March 31, 2024March 31, 2024December 31, 2023
AssetsAssets
Current assetsCurrent assets
Current assets
Current assets
Cash and cash equivalents
Cash and cash equivalents
Cash and cash equivalentsCash and cash equivalents$343,008 $215,060 
Accounts receivable, netAccounts receivable, net26,890 26,438 
Short-term investmentsShort-term investments28,679 36,523 
Reinsurance balance dueReinsurance balance due98,491 299,060 
Prepaid expenses and other current assetsPrepaid expenses and other current assets45,981 20,009 
Restricted cash18,706 13,545 
Deferred policy acquisition costs
Restricted cash and cash equivalents
Total current assetsTotal current assets561,755 610,635 
Property, equipment, and software, netProperty, equipment, and software, net15,660 12,240 
Goodwill
Goodwill
GoodwillGoodwill191,907 244,697 
Long-term investmentsLong-term investments86,689 55,118 
Intangible assets, netIntangible assets, net91,952 108,255 
Long-term insurance commissions receivableLong-term insurance commissions receivable13,673 12,265 
Other assetsOther assets5,748 5,847 
Total assetsTotal assets$967,384 $1,049,057 
Liabilities and Stockholders’ Equity (Deficit)
Liabilities and Stockholders’ Equity (Deficit)
Liabilities and Stockholders’ Equity (Deficit)Liabilities and Stockholders’ Equity (Deficit)    
Current liabilitiesCurrent liabilities  Current liabilities  
Accounts payableAccounts payable$9,054 $6,268 
Accrued expenses and other current liabilitiesAccrued expenses and other current liabilities42,257 39,742 
Deferred revenueDeferred revenue265,483 270,690 
Refundable customer depositsRefundable customer deposits19,424 20,142 
Current debtCurrent debt1,647 16,455 
Losses and loss adjustment expense reservesLosses and loss adjustment expense reserves129,775 100,632 
Other insurance liabilities, currentOther insurance liabilities, current54,183 61,710 
Total current liabilitiesTotal current liabilities521,823 515,639 
Long-term debtLong-term debt431,186 425,310 
Operating lease liabilities, non-current1,897 2,536 
Earnout liability, at fair value44 44 
Private warrant liability, at fair value87 707 
Derivative liability, at fair value26,310 — 
Other liabilities
Other liabilities
Other liabilitiesOther liabilities23,217 25,468 
Total liabilitiesTotal liabilities1,004,564 969,704 
Commitments and contingencies (Note 12)  
Commitments and contingencies (Note 14)Commitments and contingencies (Note 14)  
Stockholders’ equity (deficit)Stockholders’ equity (deficit)  Stockholders’ equity (deficit)  
Common stock, $0.0001 par value:Common stock, $0.0001 par value:10 10 
Authorized shares – 400,000,000 and 400,000,000, respectively  
Issued and outstanding shares – 98,482,323 and 98,455,838, respectively
Authorized shares – 400 million and 400 million, at March 31, 2024, and December 31, 2023, respectivelyAuthorized shares – 400 million and 400 million, at March 31, 2024, and December 31, 2023, respectively  
Issued and outstanding shares – 97.9 million and 97.1 million, at March 31, 2024, and December 31, 2023, respectively
Additional paid-in capital
Additional paid-in capital
Additional paid-in capitalAdditional paid-in capital690,024 670,537 
Accumulated other comprehensive lossAccumulated other comprehensive loss(7,643)(6,171)
Accumulated deficitAccumulated deficit(719,571)(585,023)
Total stockholders’ equity (deficit)Total stockholders’ equity (deficit)(37,180)79,353 
Total liabilities and stockholders’ equity (deficit)Total liabilities and stockholders’ equity (deficit)$967,384 $1,049,057 
The accompanying notes are an integral part of these unaudited condensed consolidated financial statements.
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PORCH GROUP, INC.
Condensed Consolidated Statements of Operations and Comprehensive Loss (Unaudited)
(all numbers in thousands unless otherwise stated, except per share amounts)data)
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Three Months Ended March 31,Three Months Ended March 31,
202420242023
RevenueRevenue$129,556$77,353$315,690$211,835Revenue$115,443$87,369
Operating expenses:Operating expenses:
Cost of revenue
Cost of revenue
Cost of revenueCost of revenue52,96132,940185,56687,40775,84451,275
Selling and marketingSelling and marketing40,13530,580107,35785,817Selling and marketing33,94832,585
Product and technologyProduct and technology14,44614,43743,89144,446Product and technology13,92013,950
General and administrativeGeneral and administrative28,65925,08377,26779,979General and administrative26,39926,066
Provision for (recovery of) doubtful accounts(6,844)17442,111381
Impairment loss on intangible assets and goodwill
Impairment loss on intangible assets and goodwill
Impairment loss on intangible assets and goodwillImpairment loss on intangible assets and goodwill57,05757,23257,0572,021
Total operating expensesTotal operating expenses129,357160,271513,424355,087Total operating expenses150,111125,897
Operating income (loss)199 (82,918)(197,734)(143,252)
Operating lossOperating loss(34,668)(38,528)
Other income (expense):Other income (expense):
Interest expenseInterest expense(10,267)(2,152)(21,230)(6,504)
Change in fair value of earnout liability4313,809
Interest expense
Interest expense(10,787)(2,188)
Change in fair value of private warrant liability
Change in fair value of private warrant liability
Change in fair value of private warrant liabilityChange in fair value of private warrant liability26012462014,391(425)345
Change in fair value of derivativesChange in fair value of derivatives510 (2,440)Change in fair value of derivatives1,483
Gain on extinguishment of debtGain on extinguishment of debt81,354Gain on extinguishment of debt4,891
Investment income and realized gains, net of investment expensesInvestment income and realized gains, net of investment expenses2,4853354,492775Investment income and realized gains, net of investment expenses3,644758
Other income (expense), net1,18570 3,525(37)
Other income, netOther income, net22,678762
Total other income (expense)Total other income (expense)(5,827)(1,580)66,32122,434Total other income (expense)21,484(323)
Loss before income taxesLoss before income taxes(5,628)(84,498)(131,413)(120,818)Loss before income taxes(13,184)(38,851)
Income tax benefit (provision)Income tax benefit (provision)(116)22 (34)(268)Income tax benefit (provision)(178)111
Net lossNet loss$(5,744)$(84,476)$(131,447)$(121,086)Net loss(13,362)(38,740)
Other comprehensive income (loss):
Change in net unrealized loss, net of tax
Change in net unrealized loss, net of tax
Change in net unrealized loss, net of tax(830)875
Comprehensive loss
Net loss per share - basic and diluted (Note 15)$(0.06)$(0.86)$(1.37)$(1.25)
Net loss per share - basic and diluted (Note 17)
Net loss per share - basic and diluted (Note 17)
Net loss per share - basic and diluted (Note 17)$(0.14)$(0.41)
Shares used in computing basic and diluted net loss per shareShares used in computing basic and diluted net loss per share96,366,61397,792,48595,770,67697,009,351
Shares used in computing basic and diluted net loss per share
Shares used in computing basic and diluted net loss per share97,51295,210
The accompanying notes are an integral part of these unaudited condensed consolidated financial statements.
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PORCH GROUP, INC.
Condensed Consolidated Statements of Comprehensive LossStockholders’ Equity (Deficit) (Unaudited)
(all numbers in thousands)thousands unless otherwise stated, except per share data)
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Net loss$(5,744)$(84,476)$(131,447)$(121,086)
Other comprehensive loss:
Change in net unrealized loss, net of tax(1,567)(2,012)(1,472)(6,312)
Comprehensive loss$(7,311)$(86,488)$(132,919)$(127,398)
Common StockAdditional
Paid-in
Capital
Accumulated
Deficit
Accumulated
Other
Comprehensive
Loss
Total
Stockholders’
Equity (Deficit)
SharesAmount
Balances as of December 31, 202397,061$10 $690,223 $(722,056)$(3,860)$(35,683)
Net loss— — (13,362)— (13,362)
Other comprehensive loss, net of tax benefit less than $0.1 million— — — (830)(830)
Stock-based compensation620— 5,368 — — 5,368 
Exercise of stock options243— 814 — — 814 
Income tax withholdings(55)— (165)— — (165)
Balances as of March 31, 202497,869$10 $696,240 $(735,418)$(4,690)$(43,858)
Common StockAdditional
Paid-in
Capital
Accumulated
Deficit
Accumulated
Other
Comprehensive
Loss
Total
Stockholders’
Equity (Deficit)
SharesAmount
Balances as of December 31, 202298,206$10 $670,537 $(585,023)$(6,171)$79,353 
Net loss— — (38,740)— (38,740)
Other comprehensive loss, net of tax less than $0.2 million— — — 875 875 
Stock-based compensation295— 6,894 — — 6,894 
Exercise of stock options5— — — 
Income tax withholdings(92)— (204)— — (204)
Repurchases of common stock(1,396)— — (3,101)— (3,101)
Proceeds from sale of common stock— — 191 — — 191 
Balances as of March 31, 202397,018$10 $677,426 $(626,864)$(5,296)$45,276 
The accompanying notes are an integral part of these unaudited condensed consolidated financial statements.
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PORCH GROUP, INC.
Condensed Consolidated Statements of Stockholders’ Equity (Deficit)Cash Flows (Unaudited)
(all numbers in thousands, except share amounts)thousands)
Common StockAdditional
Paid-in
Capital
Accumulated
Deficit
Accumulated
Other
Comprehensive
Loss
Total
Stockholders’
Equity (Deficit)
SharesAmount
Balances as of June 30, 202398,168,956$10 $683,151 $(713,827)$(6,076)$(36,742)
Net loss— — (5,744)— (5,744)
Other comprehensive loss, net of tax— — — (1,567)(1,567)
Stock-based compensation— 6,979 — — 6,979 
Vesting of restricted stock units372,514— — — — — 
Exercise of stock options7,045— — — 
Income tax withholdings(66,192)— (108)— — (108)
Balances as of September 30, 202398,482,323$10 $690,024 $(719,571)$(7,643)$(37,180)
Common StockAdditional
Paid-in
Capital
Accumulated
Deficit
Accumulated
Other
Comprehensive
Loss
Total
Stockholders’
Equity (Deficit)
SharesAmount
Balances as of June 30, 202299,440,528$10 $659,814 $(460,722)$(4,559)$194,543 
Net loss— — (84,476)— (84,476)
Other comprehensive loss, net of tax— — — (2,012)(2,012)
Stock-based compensation— 5,089 — — 5,089 
Vesting of restricted stock awards1,062,323— — — — — 
Exercise of stock options197,758— 416 — — 416 
Income tax withholdings(290,284)— (957)— — (957)
Balances as of September 30, 2022100,410,325$10 $664,362 $(545,198)$(6,571)$112,603 
Three Months Ended March 31,
20242023
Cash flows from operating activities:
Net loss$(13,362)$(38,740)
Adjustments to reconcile net loss to net cash provided by (used in) operating activities  
Depreciation and amortization6,317 6,015 
Impairment loss on intangible assets and goodwill— 2,021 
Gain on extinguishment of debt(4,891)— 
Loss on divestiture of business5,244 — 
Gain on settlement of contingent consideration(14,930)— 
Change in fair value of private warrant liability425 (345)
Change in fair value of contingent consideration1,051 (154)
Change in fair value of derivatives(1,483)— 
Stock-based compensation5,368 6,894 
Non-cash interest expense10,434 1,534 
Other(799)508 
Change in operating assets and liabilities, net of acquisitions and divestitures  
Accounts receivable(439)2,619 
Reinsurance balance due8,174 6,286 
Deferred policy acquisition costs6,752 (8,994)
Accounts payable(3,511)(69)
Accrued expenses and other current liabilities1,829 1,390 
Losses and loss adjustment expense reserves17,057 14,895 
Other insurance liabilities, current9,158 16,712 
Deferred revenue(33,017)(24,100)
Refundable customer deposits(2,034)(4,607)
Other assets and liabilities, net11,122 (3,896)
Net cash provided by (used in) operating activities8,465 (22,031)
Cash flows from investing activities:  
Purchases of property and equipment(41)(356)
Capitalized internal use software development costs(2,315)(2,427)
Purchases, maturities, sales of short-term and long-term investments4,705 (390)
Proceeds from sale of business10,348 — 
Acquisitions, net of cash acquired— (1,974)
Net cash provided by (used in) investing activities12,697 (5,147)
Cash flows from financing activities:  
Proceeds from advance funding— 313 
Repayments of advance funding— (1,281)
Repayments of principal(3,150)(499)
Repurchase of stock— (5,608)
Other649 (199)
Net cash used in financing activities(2,501)(7,274)
Net change in cash and cash equivalents & restricted cash and cash equivalents$18,661 $(34,452)
Cash and cash equivalents & restricted cash and cash equivalents, beginning of period$297,232 $228,605 
Cash and cash equivalents & restricted cash and cash equivalents, end of period$315,893 $194,153 
Supplemental schedule of non-cash investing and financing activities
Non-cash reduction of convertible notes$5,000 $— 
Non-cash reduction in advanced funding arrangement obligations$94 $— 
Supplemental disclosures  
Cash paid for interest$969 $1,796 
Income tax refunds received (paid)$(174)$2,380 
The accompanying notes are an integral part of these unaudited condensed consolidated financial statements.
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PORCH GROUP, INC.
Condensed Consolidated Statements of Stockholders’ Equity (Deficit) (Unaudited) – Continued
(all numbers in thousands, except share amounts)
Common StockAdditional
Paid-in
Capital
Accumulated
Deficit
Accumulated
Other
Comprehensive
Loss
Total
Stockholders’
Equity (Deficit)
SharesAmount
Balances as of December 31, 202298,206,323$10 $670,537 $(585,023)$(6,171)$79,353 
Net loss— — (131,447)— (131,447)
Other comprehensive loss, net of tax— — — (1,472)(1,472)
Stock-based compensation— 20,277 — — 20,277 
Vesting of restricted stock awards2,295,474— — — — — 
Exercise of stock options11,564— 10 — — 10 
Income tax withholdings(634,880)— (991)— — (991)
Repurchases of common stock(1,396,158)— — (3,101)— (3,101)
Proceeds from sale of common stock— 191 — — 191 
Balances as of September 30, 202398,482,323$10 $690,024 $(719,571)$(7,643)$(37,180)
Common StockAdditional
Paid-in
Capital
Accumulated
Deficit
Accumulated
Other
Comprehensive
Loss
Total
Stockholders’
Equity (Deficit)
SharesAmount
Balances as of December 31, 202197,961,597$10 $641,406 $(424,112)$(259)$217,045 
Net loss— — (121,086)— (121,086)
Other comprehensive loss, net of tax— — — (6,312)(6,312)
Stock-based compensation— 20,645 — — 20,645 
Issuance of common stock for acquisitions628,660— 3,552 — — 3,552 
Contingent consideration for acquisitions— 530 — — 530 
Vesting of restricted stock awards1,871,584— — — — — 
Exercise of stock options472,215— 1,108 — — 1,108 
Income tax withholdings(523,731)— (2,879)— — (2,879)
Balances as of September 30, 2022100,410,325$10 $664,362 $(545,198)$(6,571)$112,603 
The accompanying notes are an integral part of these unaudited condensed consolidated financial statements.
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PORCH GROUP, INC.
Condensed Consolidated Statements of Cash Flows (Unaudited)
(all numbers in thousands)
Nine Months Ended September 30,
20232022
Cash flows from operating activities:
Net loss$(131,447)$(121,086)
Adjustments to reconcile net loss to net cash provided by (used in) operating activities  
Depreciation and amortization18,501 21,574 
Provision for (recovery of) doubtful accounts42,111 381 
Impairment loss on intangible assets and goodwill57,232 57,057 
Gain on extinguishment of debt(81,354)— 
Change in fair value of private warrant liability(620)(14,391)
Change in fair value of contingent consideration(3,597)5,251 
Change in fair value of earnout liability and derivatives2,440 (13,809)
Stock-based compensation20,277 20,645 
Interest expense (non-cash)20,214 2,287 
Other1,002 3,809 
Change in operating assets and liabilities, net of acquisitions and divestitures  
Accounts receivable(1,344)(6,971)
Reinsurance balance due159,368 (71,180)
Prepaid expenses and other current assets(25,972)(5,295)
Accounts payable2,778 (248)
Accrued expenses and other current liabilities(9,323)(8,001)
Losses and loss adjustment expense reserves29,143 38,349 
Other insurance liabilities, current(7,527)15,921 
Deferred revenue(4,696)71,600 
Refundable customer deposits(12,248)2,510 
Long-term insurance commissions receivable(1,408)(4,409)
Other assets and liabilities, net1,368 (4,346)
Net cash provided by (used in) operating activities74,898 (10,352)
Cash flows from investing activities:  
Purchases of property and equipment(776)(1,986)
Capitalized internal use software development costs(6,923)(5,803)
Purchases of short-term and long-term investments(59,851)(19,446)
Maturities, sales of short-term and long-term investments35,321 17,794 
Acquisitions, net of cash acquired(1,974)(37,003)
Net cash used in investing activities(34,203)(46,444)
Cash flows from financing activities:  
Proceeds from line of credit— 5,000 
Proceeds from advance funding319 15,115 
Repayments of advance funding(2,962)(17,571)
Proceeds from issuance of debt116,667 10,000 
Repayments of principal(10,150)(150)
Cash paid for debt issuance costs(4,650)— 
Repurchase of stock(5,608)— 
Other(1,202)(3,396)
Net cash provided by financing activities92,414 8,998 
Net change in cash, cash equivalents, and restricted cash$133,109 $(47,798)
Cash, cash equivalents, and restricted cash, beginning of period$228,605 $324,792 
Cash, cash equivalents, and restricted cash end of period$361,714 $276,994 
Supplemental schedule of non-cash financing activities
Non-cash reduction in advanced funding arrangement obligations$11,530 $— 
Supplemental disclosures  
Cash paid for interest$2,155 $3,181 
Income tax refunds received$2,380 $— 
Non-cash consideration for acquisitions$— $14,952 
The accompanying notes are an integral part of these unaudited condensed consolidated financial statements.
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PORCH GROUP, INC.
Notes to Condensed Consolidated Financial Statements (Unaudited)
(all numbers in thousands except share amounts and unless otherwise stated)stated, except per share amounts)
Note 1. Description of Business and Summary of Significant Accounting Policies
Description of Business
Porch Group, Inc., together with its consolidated subsidiaries, (“Porch Group,” “Porch,” the “Company,” “we,” “our,” “us”) is a leading homeowners insurance and vertical software platform and is positioned to be the best partner to help homebuyers move, maintain, and fully protect their homes. We offer differentiated products and services, with homeowners insurance at the center of this relationship.
We differentiate and look to win in the massive and growing homeowners insurance opportunity by 1) providing the best services for homebuyers, 2) led by advantaged underwriting in insurance, 3) to protect the whole home.
As a leader in the home services software-as-a-service (“SaaS”) space, we’ve built deep relationships with approximately 30 thousand companies that are key to the home-buying transaction, such as home inspectors, mortgage companies, and title companies.These relationships provide us with early insights to United States (“U.S.”) homebuyers. In partnership with these companies, we have the ability to help simplify the move for consumers with services such as insurance, warranty, moving and more.
We have two reportable segments that are also our operating segments: Vertical Software and Insurance. See Note 16, Segment Information, for additional information on our reportable segments.
Through our vertical software products we have unique insights into the majority of U.S. properties. This data helps feed our insurance underwriting models, better understand risk, and create competitive differentiation in underwriting.
We provide full protection for the home providing software and services to approximately 31 thousand companies and small businesses.by including a variety of home warranty products alongside homeowners insurance. We are a values-driven company whose mission isable to simplifyfill the home with insurance at the center. Our Vertical Software segment primarily consistsgaps of a vertical software platformprotection for the home that provides softwareconsumers, minimize surprises, and services to home services companies, consumers,deepen our relationships and service providers.Our Insurance segment, with approximately 334 thousand insurance and warranty policies in force, offers various property-related insurance policies through our risk-bearing carrier, our independent agency selling home and auto insurance for over 29 major and regional insurance companies, and our risk-bearing home warranty companies. Our Insurance segment also includes warranty service offerings and a captive reinsurance provider.value proposition.
Unaudited Interim Financial Statements
The accompanying unaudited condensed consolidated financial statements include the accounts of Porch Group, Inc., and its subsidiaries. All significant intercompany balances and transactions have been eliminated in consolidation. Certain information and footnote disclosures normally included in annual consolidated financial statements prepared in accordance with U.S. generally accepted accounting principles (“GAAP”) have been condensed or omitted pursuant to the rules and regulations of the Securities and Exchange Commission (“SEC”) regarding interim financial reporting. Accordingly, these unaudited condensed consolidated financial statements and notes should be read in conjunction with the Annual Report on Form 10-K for the fiscal year ended December 31, 2022,2023, filed with the SEC on March 16, 2023.15, 2024. The information as of December 31, 2022,2023, included in the unaudited condensed consolidated balance sheets was derived from our audited consolidated financial statements. Certain prior period amounts have been reclassified to conform to the current year's presentation.
The unaudited condensed consolidated financial statements included in this Quarterly Report on Form 10-Q (this “Quarterly Report”) were prepared on the same basis as the audited consolidated financial statements and, in the opinion of management, reflect all adjustments (all of which are of a normal recurring nature) considered necessary to present fairly our financial position, results of operations, comprehensive loss, stockholders’ equity (deficit), and cash flows for the periods and dates presented. The results of operations for the three and nine months ended September 30, 2023,March 31, 2024, are not necessarily indicative of the results that may be expected for the year ending December 31, 2023,2024, or any other interim period or future year. Certain prior period amounts have been reclassifiedyear due to conform tovarious factors such as management estimates and the current year's presentation.
Comprehensive Loss
Comprehensive loss consistsseasonal nature of adjustments related to unrealized gains and losses on available-for-sale securities.some portions of our insurance business.
Use of Estimates
The preparation of financial statements in conformity with GAAP requires management to make estimates judgments, and assumptions that affect the amounts reported and disclosed in the unaudited condensed consolidated financial statements and accompanying notes. On an ongoing basis, these estimates, which include, but are not limited to, impairment losses on intangibleof certain assets and goodwill, estimated variable consideration for services performed, estimated lifetime valueliabilities, disclosure of insurance agency commission revenue, current estimate for credit losses, depreciable lives for propertycontingent assets and equipment, the valuation of and useful lives for acquired intangible assets, the valuation allowance on deferred tax assets, assumptions used in stock-based compensation expense, unpaid losses for insurance claims and loss adjustment expenses, contingent consideration, earnout liabilities, and private warrant liabilities, are evaluated by management.the reported amounts of revenues and expenses. Actual results couldmay differ materially from those estimates judgments, and assumptions.
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Concentrations
Financial instruments which potentially subject us to credit risk consist principally of cash, money market accounts on deposit with financial institutions, money market funds, certificates of deposit, and fixed-maturity securities, as well asand receivable balances in the course of collection.
Our insurance carrier subsidiary has exposure and remains liable in the event of insolvency of its reinsurers. Management and its reinsurance intermediary regularly assess the credit quality and ratings of its reinsurer counterparties. FiveAs of March 31, 2024, four reinsurers represented 63%more than 10% individually, and 60% in the aggregate, of our total reinsurance balance due as of September 30, 2023.
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due.
Substantially all of our insurance-related revenues in the Insurance segment are derived from customers in Texas (which represent approximately 64%72% of Insurance segment revenues in the ninethree months ended September 30, 2023)March 31, 2024), South Carolina, (which represent approximately 11% of Insurance segment revenues in the nine months ended September 30, 2023), North Carolina, Georgia, Virginia, Arizona, and Arizona,Illinois, which could be adversely affected by economic conditions, an increase in competition, local weather events, or environmental impacts and changes.
No individual customer represented more than 10% of total revenue for the three and nine months ended September 30, 2023March 31, 2024 or 2022.2023. As of September 30, 2023,March 31, 2024, and December 31, 2022,2023, no individual customer accounted for 10% or more of total accounts receivable.
As of September 30, 2023,March 31, 2024, we held approximately $309.0$280.1 million of cash with fourfive U.S. commercial banks.
Cash and Cash Equivalents and& Restricted Cash and Cash Equivalents
We consider all highly liquid investments with original maturities of three months or less at the time of purchase to be cash equivalents. We maintain cash balances that may exceed the insured limits by the Federal Deposit Insurance Corporation.
Restricted cash equivalents as of September 30, 2023,March 31, 2024, includes $7.7$27.7 million held by our captive reinsurance business as collateral for the benefit of Homeowners of America Insurance Company (“HOA”), $0.6$1.4 million held in certificates of deposits and money market mutual funds pledged to the Department of Insurance in certain states as a condition of our Certificate of Authority for the purpose of meeting obligations to policyholders and creditors, $8.0$6.8 million in funds held for the payment of possible warranty claims as required under regulatory guidelines in 1721 states, and $2.4$1.0 million related to acquisition indemnifications. Restricted cash equivalents as of December 31, 2022,2023, includes $5.1$28.3 million held by our captive reinsurance business as collateral for the benefit of HOA, $1.0$1.3 million held incertificates of deposit and money market mutual funds pledged to the Department of Insurance in certain states as a condition of its Certificate of Authority for the purpose of meeting obligations to policyholders and creditors, $5.0$7.3 million in funds held for the payment of possible warranty claims as required under regulatory guidelines in 19 states, and $2.4$1.9 million related to acquisition indemnifications.
The reconciliation of cash, cash equivalents, and restricted cash to amounts presented in the unaudited condensed consolidated statements of cash flows are as follows:
September 30, 2023December 31, 2022
March 31, 2024March 31, 2024December 31, 2023
Cash and cash equivalentsCash and cash equivalents$343,008$215,060Cash and cash equivalents$279,073$258,418
Restricted cash18,70613,545
Restricted cash and cash equivalentsRestricted cash and cash equivalents36,82038,814
Cash, cash equivalents, and restricted cashCash, cash equivalents, and restricted cash$361,714$228,605Cash, cash equivalents, and restricted cash$315,893$297,232

Accounts Receivable and Long-term Insurance Commissions Receivable
Accounts receivable consist principally of amounts due from enterprise customers, other corporate partnerships, and individual policyholders. We estimate allowances for uncollectible receivables based on the creditworthiness of our customers, historical trend analysis, and macro-economic conditions. Consequently, an adverse change in those factors could affect our estimate of allowance for doubtful accounts. The allowance for uncollectible receivables at September 30, 2023,March 31, 2024, and December 31, 2022,2023, was $0.8$0.6 million and $0.5$0.6 million, respectively.
Long-term insurance commissions receivable balance consists of the estimated commissions from policy renewals expected to be collected. We record the amount of renewal insurance commissions expected to be collected in the next twelve months as current accounts receivable.
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Goodwill
We test goodwill for impairment for each reporting unit on an annual basis or more frequently when events or changes in circumstances indicate the fair value of a reporting unit is below its carrying value. We have the option to perform a qualitative assessment to determine if an impairment is more likely than not to have occurred. If we can support the conclusion that it is not more likely than not that the fair value of a reporting unit is less than its carrying amount, thenwe would not need to perform a quantitative impairment test would not be necessary.test. If we cannot support such a conclusion or we do not elect to perform the qualitative assessment, then we perform a quantitative assessment. If a quantitative goodwill impairment assessment is performed, we utilize a combination of market and income valuation approaches. If the fair value of a reporting unit is less than its carrying value, an impairment loss is recorded to the extent that the fair value of the reporting unit is less than its carrying value. We have selected October 1 as the date to perform annual impairment testing.
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Determining the fair value of a reporting unit is judgmental in nature and involves the use of significant estimates and assumptions to evaluate the impact of operating and macroeconomic changes on each reporting unit. The fair value of each reporting unit was estimated using a combination of income and market valuation approaches using publicly traded company multiples in similar businesses. Such fair value measurements are based predominately on Level 3 inputs. This analysis requires significant judgments including an estimate of future cash flows which is dependent on internally developed forecasts, estimation of the long-term rate of growth for our business, estimation of the useful life over which cash flows will occur, and determination of our weighted average cost of capital, which is risk-adjusted to reflect the specific risk profile of the reporting unit being tested. The weighted average cost of capital used in our most recent impairment test was risk-adjusted to reflect the specific risk profile of the reporting units and ranged from 13% to 25%. See Note 6, Intangible Assets and Goodwill, for a discussion of the impairment analysis.
Impairment of Long-Lived Assets
We review long-lived assets for impairment whenever events or changes in circumstances indicate that the carrying amounts of the assets may not be fully recoverable. Events that trigger a test for recoverability include a significant decrease in the market price for a long-lived asset, significant negative industry or economic trends, an accumulation of costs significantly in excess of the amount originally expected for the acquisition, a current-period operating or cash flow loss combined with a history of operating or cash flow losses or a projection or forecast that demonstrates continuing losses associated with the use of a long-lived asset, or a sustained decrease in share price. When a triggering event occurs, a test for recoverability is performed, comparing projected undiscounted future cash flows to the carrying value of the asset group. If the test for recoverability identifies a possible impairment, the asset group’s fair value is measured relying primarily on an income approach. An impairment charge is recognized for the amount by which the carrying value of the asset group exceeds its estimated fair value. Management identifies the asset group that includes the potentially impaired long-lived asset, at the lowest level at which there are separate, identifiable cash flows.
Throughout 2023, we identified various qualitative factors that collectively indicated triggering events including a sustained decrease in stock price, increased costs due to inflationary pressures, and a deterioration of the macroeconomic environment in the housing and real estate industry. We used an income approach to determine that the estimated fair value of a certain asset group was less than its carrying value, which resulted in impairment charges of $2.0 million in the first quarter, primarily related to acquired technology, trademarks and trade names, and customer relationships for certain businesses within the Vertical Software segment. Impairment charges are included in impairment loss on intangible assets and goodwill in the unaudited condensed consolidated statements of operations for the nine months ended September 30, 2023.flows..
We estimate the fair value of an asset group using the income approach. Such fair value measurements are based predominately on Level 3 inputs. Inherent in our development of cash flow projections are assumptions and estimates derived from a review of our operating results, business plan forecasts, expected growth rates, and cost of capital, similar to those a market participant would use to assess fair value. We also make certain assumptions about future economic conditions and other data. Many of these factors used in assessing fair value are outside the control of management and these assumptions and estimates may change in future periods.
Deferred Policy Acquisition Costs
We capitalize deferred policy acquisitions costs (“DAC”) which consist primarily of commissions, premium taxes and policy underwriting and production expenses that are directly related to the successful acquisition by our insurance company subsidiary of new or renewal insurance contracts. DAC are amortized on a straight-line basis over the terms of the policies to which they relate, which is generally one year. DAC is also reduced by ceding commissions paid by reinsurance companies which represent recoveries of acquisition costs. DAC is periodically reviewed for recoverability and adjusted if necessary. Future investment income is considered in determining the recoverability of DAC. As of September 30, 2023, and December 31, 2022, DAC of $32.5 million and $8.7 million is included in prepaid expenses and other current assets. Amortized deferred acquisition costs included in selling and marketing expense, amounted to $15.7$13.2 million and $5.3$9.3 million, for the three months ended September 30,March 31, 2024 and 2023, respectively.
Expected Credit Losses
We regularly review our individual investment securities for factors that may indicate that a decline in fair value of an investment has resulted from an expected credit loss, including:
the financial condition and 2022, respectively,near-term prospects of the issuer, including any specific events that may affect its operations or earnings;
the extent to which the market value of the security is below its cost or amortized cost;
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general market conditions and $34.3 millionindustry or sector specific factors;
nonpayment by the issuer of its contractually obligated interest and $12.5 million,principal payments; and
our intent and ability to hold the investment for a period of time sufficient to allow for the nine months ended September 30, 2023 and 2022, respectively.recovery of costs.
Fair Value of Financial Instruments
Fair value principles require disclosures regarding the manner in which fair value is determined for assets and liabilities and establishes a three-tiered fair value hierarchy into which these assets and liabilities must be grouped, based upon significant levels of inputs as follows:
Level 1Observable inputs, such as quoted prices (unadjusted) in active markets for identical assets or liabilities at the measurement date;
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Level 2Observable inputs, other than Level 1 prices, such as quoted prices included within Level 1 that are observable for the asset or liability, either directly or indirectly. This may includein active markets for similar assets and liabilities, quoted prices in markets that are not highly active, or other inputs that are observable or can be corroborated by observable market data;data for substantially the full term of the assets or liabilities; and
Level 3Unobservable inputs that are arrived atsupported by means other than current observablelittle or no market activity.
The level of the least observableactivity and that are significant input used in assessingto the fair value of the assets or liabilities.
The lowest level of significant input determines the placement of the entire fair value measurement in the hierarchy. Management’s assessment of the significance of a particular input to the fair value measurement in its entirety requires the use of judgmentmanagement to make judgments and consider factors specific to the asset or liability.
Other Insurance Liabilities, Current
The following table details the components of other insurance liabilities, current, on the unaudited condensed consolidated balance sheets:
September 30,
2023
December 31,
2022
March 31, 2024March 31, 2024December 31, 2023
Ceded reinsurance premiums payableCeded reinsurance premiums payable$26,369$29,204Ceded reinsurance premiums payable$15,585$10,500
Commissions payable, reinsurers and agentsCommissions payable, reinsurers and agents7,34421,045Commissions payable, reinsurers and agents4,4104,650
Advance premiumsAdvance premiums13,0838,668Advance premiums9,7655,975
Funds held under reinsurance treatyFunds held under reinsurance treaty5,7181,851Funds held under reinsurance treaty9,3499,820
General and accrued expenses payableGeneral and accrued expenses payable1,669942General and accrued expenses payable1,633640
Other insurance liabilities, currentOther insurance liabilities, current$54,183$61,710Other insurance liabilities, current$40,742$31,585

Income Taxes
Benefit (provision) for income taxes for the three months ended September 30, 2023, and 2022, were $(0.1) million and less than $0.1 million, respectively, and the effective tax rates for these periods were (2.1)% and less than 0.1%, respectively. The difference between our effective tax rates for the 2023 periods and the U.S. statutory rate of 21% was primarily due to a full valuation related to our net deferred tax assets and impact of acquisitions on our valuation allowance. Benefit (provision) for income taxes for the nine months ended September 30, 2023 and 2022, were less than $(0.1) million and $(0.3) million, respectively, and the effective tax rates for these periods were less than (0.1)% and (0.2)%, respectively. The difference between our effective tax rates for the 2022 periods and the U.S. statutory rate of 21% was primarily due to a full valuation allowance related to our net deferred tax assets.

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Note 2. Revenue
Disaggregation of Revenue
Total revenues consisted of the following:
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Three Months Ended March 31,Three Months Ended March 31,
202420242023
Vertical Software segmentVertical Software segment
Software and service subscriptions
Software and service subscriptions
Software and service subscriptionsSoftware and service subscriptions$17,307 $18,086 $51,640 $55,164 
Move-related transactionsMove-related transactions12,488 21,569 32,503 51,155 
Post-move transactionsPost-move transactions4,533 5,364 13,247 15,644 
Total Vertical Software segment revenueTotal Vertical Software segment revenue34,328 45,019 97,390 121,963 
Insurance segmentInsurance segment
Insurance and warranty premiums, commissions and policy fees95,228 32,334 218,300 89,872 
Insurance segment
Insurance segment
Insurance and warranty premiums, commissions and policy fees(1)
Insurance and warranty premiums, commissions and policy fees(1)
Insurance and warranty premiums, commissions and policy fees(1)
Total Insurance segment revenueTotal Insurance segment revenue95,228 32,334 218,300 89,872 
Total revenue(1)
$129,556 $77,353 $315,690 $211,835 
Total revenue
Total revenue
Total revenue

(1)Revenue recognized during the three months ended September 30,March 31, 2024 and 2023, and 2022, includes revenue of $88.2$83.4 million and $19.1$51.0 million, respectively, which is accounted for separately from the revenue from contracts with customers. Revenue accounted separately from the revenue from contracts with customers for the nine months ended September 30, 2023 and 2022, was $193.2 million and $56.4 million, respectively.

Disclosures Related to Contracts with Customers
Timing may differ between the satisfaction of performance obligations and the invoicing and collection of amounts related to contracts with customers. Liabilities are recorded for amounts that are collected in advance of the satisfaction of performance obligations. To the extent a contract exists, as defined by ASC 606, these liabilities are classified as deferred revenue. To the extent that a contract does not exist, as defined by ASC 606, these liabilities are classified as refundable customer deposits. Refundable customer deposits related to contracts with customers were not material at September 30, 2023,March 31, 2024, and December 31, 2022.2023.
Contract Assets - Insurance Commissions Receivable
A summary of the activity impacting the contract assets during the ninethree months ended September 30, 2023,March 31, 2024, is presented below:
Contract Assets
Balance at December 31, 20222023$15,52117,393 
Estimated lifetime value of commissions on insurance policies sold by carriers5,531159 
Cash receipts(3,636)(262)
Sale of business (Note 15)(16,982)
Balance at September 30, 2023March 31, 2024$17,416308 

As of September 30, 2023,March 31, 2024, and December 31, 2022, $3.72023, $0.1 million and $3.3$4.0 million, respectively, of contract assets were expected to be collected within the immediately following 12 months and therefore were included in current accounts receivable on the unaudited condensed consolidated balance sheets. The remaining $13.7$0.2 million and $12.3$13.4 million as of September 30, 2023,March 31, 2024, and December 31, 2022,2023, respectively, of contract assets are expected to be collected after the immediately following 12 months and were included in long-term insurance commissions receivable on the unaudited condensed consolidated balance sheets.
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Deferred Revenue
A summary of the activity impacting Vertical Software segment deferred revenue balances during the ninethree months ended September 30, 2023,March 31, 2024, is presented below:
Vertical Software
Deferred Revenue
Balance at December 31, 20222023$3,8743,715 
Revenue recognized(12,635)(4,590)
Additional amounts deferred12,3785,481 
Balance at September 30, 2023March 31, 2024$3,6174,606 

Revenue recognized for performance obligations satisfied during the three months ended March 31, 2024, includes $3.7 million that was included in the deferred revenue balances as of December 31, 2023.
Deferred revenue on the unaudited condensed consolidated balance sheet as of September 30, 2023,March 31, 2024, and December 31, 2022,2023, includes $261.9$211.2 million and $266.8$245.0 million, respectively, of deferred revenue related to the Insurance segment. The portion of insurance premiums related to the unexpired term of policies in force as of the end of the reporting period and to be earned over the remaining term of these policies is deferred and reported as deferred revenue.
Remaining Performance Obligations
The amount of the transaction price allocated to performance obligations to be satisfied at a later date, which is not recorded in the unaudited condensed consolidated balance sheets, is immaterial as of September 30, 2023,March 31, 2024, and December 31, 2022.2023.
We have applied the practical expedients provided for in the accounting standards, and does not to present revenue related to unsatisfied performance obligations for (i) contracts with an original expected length of one year or less, (ii) contracts with variable consideration that is allocated entirely to unsatisfied performance obligations or to a wholly unsatisfied promise accounted for under the series guidance, and (iii) contracts for which we recognize revenue at the amount which it haswe have the right to invoice for services performed. Additionally, we exclude amounts related to performance obligations that are billed and recognized as they are delivered.
Warranty Revenue and Related Balance Sheet Disclosures
Payments received in advance of warranty services provided are included in refundable customer deposits or deferred revenue based upon the cancellation and refund provisions within the respective agreement. At September 30, 2023,March 31, 2024, we had $19.3$16.0 million, $4.1$3.8 million and $2.9$2.8 million of refundable customer deposits, deferred revenue, and non-current deferred revenue, respectively. At December 31, 2022,2023, we had $20.0$17.9 million, $4.4$3.9 million and $1.9$2.9 million of refundable customer deposits, deferred revenue and non-current deferred revenue, respectively.
For the three months ended September 30,March 31, 2024 and 2023, and 2022, we incurred $1.6 million and $2.0 million, respectively, in expenses related to warranty claims. For the nine months ended September 30, 2023 and 2022, we incurred $4.1 million and $2.0$1.2 million, respectively, in expenses related to warranty claims.

Note 3. Investments
The following table summarizes investment income and realized gains and losses on investments during the periods presented.
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Three Months Ended March 31,Three Months Ended March 31,
202420242023
Investment income, net of investment expensesInvestment income, net of investment expenses$2,515 $384 $4,618 $962 
Realized gains on investmentsRealized gains on investments61 10 72 16 
Realized losses on investmentsRealized losses on investments(91)(59)(198)(203)
Investment income and realized gains (losses), net of investment expenses$2,485 $335 $4,492 $775 
Investment income and realized gains, net of investment expenses
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The following tables summarize the amortized cost, fair value, and unrealized gains and losses of investment securities.
As of September 30, 2023
Amortized CostGross UnrealizedFair Value
GainsLosses
March 31, 2024March 31, 2024
Amortized CostAmortized CostGross UnrealizedFair Value
Gains
U.S. Treasuries
U.S. Treasuries
U.S. TreasuriesU.S. Treasuries$32,651 $15 $(600)$32,066 
Obligations of states, municipalities and political subdivisionsObligations of states, municipalities and political subdivisions14,939 — (1,405)13,534 
Corporate bondsCorporate bonds47,258 (3,634)43,626 
Residential and commercial mortgage-backed securitiesResidential and commercial mortgage-backed securities24,173 (1,648)22,528 
Other loan-backed and structured securitiesOther loan-backed and structured securities3,990 — (376)3,614 
Total investment securitiesTotal investment securities$123,011 $20 $(7,663)$115,368 
As of December 31, 2022
Amortized CostGross UnrealizedFair Value
GainsLosses
December 31, 2023December 31, 2023
Amortized CostAmortized CostGross UnrealizedFair Value
Gains
U.S. Treasuries
U.S. Treasuries
U.S. TreasuriesU.S. Treasuries$35,637 $$(320)$35,322 
Obligations of states, municipalities and political subdivisionsObligations of states, municipalities and political subdivisions11,549 (1,326)10,225 
Corporate bondsCorporate bonds31,032 32 (2,837)28,227 
Residential and commercial mortgage-backed securitiesResidential and commercial mortgage-backed securities12,790 11 (1,268)11,533 
Other loan-backed and structured securitiesOther loan-backed and structured securities6,804 (476)6,334 
Total investment securitiesTotal investment securities$97,812 $56 $(6,227)$91,641 

The amortized cost and fair value of securities at September 30, 2023,March 31, 2024, by contractual maturity, are shown in the following table. Actual maturities may differ from contractual maturities because borrowers may have the right to call or prepay obligations with or without call or prepayment penalties.
As of September 30, 2023
March 31, 2024March 31, 2024
Remaining Time to MaturityRemaining Time to MaturityAmortized CostFair ValueRemaining Time to MaturityAmortized CostFair Value
Due in one year or lessDue in one year or less$27,913 $27,785 
Due after one year through five yearsDue after one year through five years31,760 29,980 
Due after five years through ten yearsDue after five years through ten years26,597 23,797 
Due after ten yearsDue after ten years8,575 7,664 
Residential and commercial mortgage-backed securitiesResidential and commercial mortgage-backed securities24,175 22,528 
Other loan-backed and structured securitiesOther loan-backed and structured securities3,991 3,614 
TotalTotal$123,011 $115,368 

Investments as of September 30, 2023,March 31, 2024, include $22.5$37.5 million of investments held by our captive reinsurance businesses as collateral for the benefit of HOA. Of this amount, $1.9$3.3 million is classified as short-term investments, and $20.5$34.3 million is classified as long-term investments.
Other-Than-Temporary Impairment
We regularly review our individual investment securities for other-than-temporary impairment. We consider various factors in determining whether each individual security is other-than-temporarily impaired, including:
-the financial condition and near-term prospects of the issuer, including any specific events that may affect its operations or earnings;
-the extent to which the market value of the security has been below its cost or amortized cost;
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-general market conditions and industry or sector-specific factors;
-nonpayment by the issuer of its contractually obligated interest and principal payments; and
-our intent and ability to hold the investment for a period of time sufficient to allow for the recovery of costs.
Securities with gross unrealized loss position, aggregated by investment category and length of time the individual securities have been in a continuous loss position, are as follows:
Less Than Twelve MonthsTwelve Months or GreaterTotal
As of September 30, 2023Gross
Unrealized
Loss
Fair
Value
Gross
Unrealized
Loss
Fair
Value
Gross
Unrealized
Loss
Fair
Value
U.S. Treasuries$(533)$31,214 $(67)$520 $(600)$31,734 
Obligations of states, municipalities and political subdivisions(1,174)11,564 (231)1,559 (1,405)13,123 
Corporate bonds(3,070)37,402 (564)5,218 (3,634)42,620 
Residential and commercial mortgage-backed securities(1,110)19,031 (538)2,967 (1,648)21,998 
Other loan-backed and structured securities(366)3,564 (10)51 (376)3,615 
Total securities$(6,253)$102,775 $(1,410)$10,315 $(7,663)$113,090 
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Less Than Twelve MonthsTwelve Months or GreaterTotal
As of December 31, 2022Gross
Unrealized
Loss
Fair
Value
Gross
Unrealized
Loss
Fair
Value
Gross
Unrealized
Loss
Fair
Value
Less Than Twelve MonthsLess Than Twelve MonthsTwelve Months or GreaterTotal
As of March 31, 2024As of March 31, 2024Gross
Unrealized
Loss
Fair
Value
Gross
Unrealized
Loss
Fair
Value
Gross
Unrealized
Loss
Fair
Value
U.S. TreasuriesU.S. Treasuries$(127)$10,748 $(193)$9,824 $(320)$20,572 
Obligations of states, municipalities and political subdivisionsObligations of states, municipalities and political subdivisions(929)6,258 (397)3,504 (1,326)9,762 
Corporate bondsCorporate bonds(1,623)16,531 (1,214)10,328 (2,837)26,859 
Residential and commercial mortgage-backed securitiesResidential and commercial mortgage-backed securities(687)6,565 (581)4,952 (1,268)11,517 
Other loan-backed and structured securitiesOther loan-backed and structured securities(359)4,633 (117)1,094 (476)5,727 
Total securitiesTotal securities$(3,725)$44,735 $(2,502)$29,702 $(6,227)$74,437 
Less Than Twelve MonthsTwelve Months or GreaterTotal
As of December 31, 2023Gross
Unrealized
Loss
Fair
Value
Gross
Unrealized
Loss
Fair
Value
Gross
Unrealized
Loss
Fair
Value
U.S. Treasuries$(280)$12,345 $(50)$515 $(330)$12,860 
Obligations of states, municipalities and political subdivisions(813)8,445 (148)1,639 (961)10,084 
Corporate bonds(1,698)21,104 (369)4,677 (2,067)25,781 
Residential and commercial mortgage-backed securities(621)8,673 (383)3,072 (1,004)11,745 
Other loan-backed and structured securities(281)2,790 (8)52 (289)2,842 
Total securities$(3,693)$53,357 $(958)$9,955 $(4,651)$63,312 

At September 30, 2023,March 31, 2024, and December 31, 2022,2023, there were 596475 and 483410 securities, respectively, in an unrealized loss position. Of these securities, 8681 had been in an unrealized loss position for 12 months or longer as of September 30, 2023.March 31, 2024.
We believe there were no fundamental issues such as credit losses or other factors with respect to any of our available-for-sale securities. The unrealized losses on investments in fixed-maturity securities were caused primarily by interest rate changes. We expect that the securities will not be settled at a price less than par value of the investments. Because the declines in fair value are attributable to changes in interest rates or market conditions and not credit quality, and because we have the ability and intent to hold our available-for-sale investments until a market price recovery or maturity, we do not consider any of our investments to be other-than-temporarily impairedhave any decline in fair value due to expected credit losses at September 30, 2023.March 31, 2024.

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Note 4. Fair Value
The following tables summarize the fair value measurements of assets and liabilities that are measured at fair value on a recurring basis.
Fair Value Measurement as of September 30, 2023
Level 1Level 2Level 3Total
Fair Value
Fair Value Measurement as of March 31, 2024Fair Value Measurement as of March 31, 2024
Level 1Level 1Level 2Level 3Total
Fair Value
AssetsAssets
Money market mutual funds
Money market mutual funds
Money market mutual fundsMoney market mutual funds$194,989 $— $— $194,989 
Debt securities:Debt securities:
U.S. TreasuriesU.S. Treasuries32,066 — — 32,066 
Obligations of states and municipalities— 13,534 — 13,534 
U.S. Treasuries
U.S. Treasuries
Obligations of states, municipalities and political subdivisions
Corporate bondsCorporate bonds— 43,626 — 43,626 
Residential and commercial mortgage-backed securitiesResidential and commercial mortgage-backed securities— 22,528 — 22,528 
Other loan-backed and structured securitiesOther loan-backed and structured securities— 3,614 — 3,614 
$227,055 $83,302 $— $310,357 
$
LiabilitiesLiabilities
Contingent consideration - business combinations (1)
Contingent consideration - business combinations (1)
$— $— $20,529 $20,529 
Contingent consideration - earnout— — 44 44 
Contingent consideration - business combinations (1)
Contingent consideration - business combinations (1)
Private warrant liabilityPrivate warrant liability— — 87 87 
Embedded derivativesEmbedded derivatives— — 26,310 26,310 
$— $— $46,970 $46,970 
$
Fair Value Measurement as of December 31, 2022
Level 1Level 2Level 3Total
Fair Value
Fair Value Measurement as of December 31, 2023Fair Value Measurement as of December 31, 2023
Level 1Level 1Level 2Level 3Total
Fair Value
AssetsAssets
Money market mutual funds
Money market mutual funds
Money market mutual fundsMoney market mutual funds$6,619 $— $— $6,619 
Debt securities:Debt securities:
U.S. TreasuriesU.S. Treasuries35,322 — — 35,322 
Obligations of states and municipalities— 10,225 — 10,225 
U.S. Treasuries
U.S. Treasuries
Obligations of states, municipalities and political subdivisions
Corporate bondsCorporate bonds— 28,227 — 28,227 
Residential and commercial mortgage-backed securitiesResidential and commercial mortgage-backed securities— 11,533 — 11,533 
Other loan-backed and structured securitiesOther loan-backed and structured securities— 6,334 — 6,334 
$41,941 $56,319 $— $98,260 
$
LiabilitiesLiabilities
Contingent consideration - business combinations (2)
Contingent consideration - business combinations (2)
$— $— $24,546 $24,546 
Contingent consideration - earnout— — 44 44 
Contingent consideration - business combinations (2)
Contingent consideration - business combinations (2)
Private warrant liabilityPrivate warrant liability— — 707 707 
$— $— $25,297 $25,297 
Embedded derivatives
$

(1)The Condensed Consolidated Balance Sheets include $0.7$1.3 million in accrued expenses and other current liabilities and $19.9$3.3 million in other liabilities as of September 30, 2023,March 31, 2024, for contingent consideration related to business combinations.
(2)The Condensed Consolidated Balance Sheets include $1.4$14.8 million in accrued expenses and other current liabilities and $23.2$3.7 million in other liabilities as of December 31, 2022,2023, for contingent consideration related to business combinations.

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Financial Assets
Money market mutual funds are valued at the closing price reported by the fund sponsor from an actively traded exchange. As the funds are generally maintained at a net asset value which does not fluctuate, cost approximates fair value. These are included as a Level 1 measurement in the table above. The fair values for available-for-sale fixed-maturity securities are based upon prices provided by an independent pricing service. We have reviewed these prices for reasonableness and have not adjusted any prices received from the independent provider. Level 2 securities represent assets whose fair value is determined using observable market information such as previous day trade prices, quotes from less active markets or quoted prices of securities with similar characteristics. There were no transfers between Level 1 and Level 2.
Contingent Consideration – Business Combinations
As part of the acquisition of Floify, LLC (“Floify”) in October 2021, we issued shares as partial closing consideration to the sellers of Floify and guaranteed that the value of those shares would equal or exceed 200% of such price on or prior to December 31, 2024 (the “True-Up Obligation”). The True-Up Obligation could be settled at our option in cash, Porch common stock, or a combination thereof. On March 27, 2024, we entered into a settlement agreement and mutual release of claims with the sellers of Floify to settle a post-closing dispute. As part of the of this agreement, the sellers of Floify agreed to terminate the True-Up Obligation in full and released from restriction approximately $0.9 million of escrowed cash to us. We estimated the fair value of the business combination contingent consideration related toTrue-Up Obligation as of the Floify LLC (“Floify”) acquisition in October 2021 and triggered by stock price milestonessettlement date using the Monte Carlo simulation method. The fair value is based on the simulated market price of our common stock over the maturity date of the contingent consideration.True-Up Obligation. As of September 30, 2023,March 27, 2024, the key inputs used to determine the fair value of $16.6$14.9 million included the stock price of $0.80,$4.13, strike price of $36.00, discount rate of 15.6%23.6% and volatility of 95%. Subsequent to the valuation, we recognized a gain on settlement in other income, net, in the Condensed Consolidated Statements of Operations and Comprehensive Loss equal to the fair value of $14.9 million. As of December 31, 2022,2023, the key inputs used in the determination of the fair value of $15.5$14.0 million included the stock price of $1.88,$3.08, strike price of $36.00, discount rate of 10.3%27.9% and volatility of 95%90%.
We estimated the fair value of the business combination contingent consideration based on specific metrics related to the acquisition of Residential Warranty Services (“RWS”) in April 2022, using the discounted cash flow method. The fair value is based on a percentage of revenue over the maturity date of the contingent consideration. As of September 30, 2023,March 31, 2024, the key inputs used to determine the fair value of $4.3$4.6 million were management’s cash flow estimates and the discount rate of 17%. As of December 31, 2022,2023, the key inputs used to determine the fair value of $9.0$4.4 million were management’s cash flow estimates and the discount rate of 17%.
Contingent Consideration – Earnout
We estimated the fair value of the earnout contingent consideration using the Monte Carlo simulation method. The fair value of less than $0.1 million is based on the simulated market price of our common stock until the maturity date of the contingent consideration and increased by certain employee forfeitures. As of September 30, 2023, the key inputs used to determine the fair value included exercise price of $22.00, volatility of 100%, forfeiture rate of 15%, and stock price of $0.80 As of December 31, 2022, the key inputs used in the determination of the fair value included exercise price of $22.00, volatility of 100%, forfeiture rate of 15% and stock price of $1.88.
Private Warrants
We estimated the fair value of the private warrants using the Black-Scholes-Merton option pricing model. As of September 30,March 31, 2024, the key inputs used to determine the fair value included exercise price of $11.50, expected volatility of 88%, remaining contractual term of 1.73 years, and stock price of $4.31. As of December 31, 2023, the key inputs used to determine the fair value included exercise price of $11.50, expected volatility of 95%, remaining contractual term of 2.231.98 years, and stock price of $0.80. As of December 31, 2022, the key inputs used to determine the fair value included exercise price of $11.50, expected volatility of 90%, remaining contractual term of 2.98 years, and stock price of $1.88.$3.08.
Embedded Derivatives
In connection with the issuance of senior secured convertible notes in April 2023 (see Note 7) and in accordance with Accounting Standards Codification 815-15, Derivatives and Hedging – Embedded Derivatives, certain features of the senior secured convertible notes were bifurcated and accounted for separately from the notes. The following features are recorded as derivatives.
Repurchase option. If more than $30 million aggregate principal amount of the 2026 Notes remains outstanding on June 14, 2026, the 2028 Note holders have the right to require us to repurchase for cash on June 15, 2026, all or any portion of their 2028 Notes, in principal amounts of one thousand dollars or an integral number thereof, at a repurchase price equal to 106.5% of the principal amount of the 2028 Notes to be repurchased, plus accrued and unpaid interest to, but excluding, the repurchase date.
Fundamental change option. If we undergo a fundamental change, as defined in the indenture governing the 2028 Notes and subject to certain conditions, holders of the 2028 Notes have the right to require us to repurchase for cash all or any portion of their 2028 Notes, in principal amounts of one thousand dollars or an integral multiple thereof, at a repurchase price equal to 105.25% of the principal amount of the 2028 Notes to be repurchased, plus accrued and unpaid interest to, but excluding, the repurchase date. A
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fundamental change includes events such as a change in control, recapitalization, liquidation, dissolution, or delisting.
Asset sale repurchase option. If we sell assets and receive net cash proceeds of $2.5 million in excess of the Asset Sale Threshold (as defined below) (such excess net cash proceeds, the “Excess Proceeds”), we must
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offer to all holders of 2028 Notes to repurchase their 2028 Notes for an aggregate amount of cash equal to 50% of such Excess Proceeds at a repurchase price per 2028 Note equal to 100% of the principal amount thereof, plus accrued and unpaid interest to, but excluding, the relevant purchase date, if any. “Asset Sale Threshold” means $20.0 million in the aggregate, provided that on and after the date on which the cumulative net cash proceeds received by the Company and its restricted subsidiaries from the sale of assets after April 20, 2023, exceeds $20.0 million in the aggregate, the “Asset Sale Threshold” means $0.
The inputs for determining fair value of the embedded derivatives are classified as Level 3 inputs. Level 3 fair value is based on unobservable inputs based on the best information available. These inputs include the probabilities of scenarios related to a repurchase, a fundamental change, and qualifying asset sales, ranging from 1%3% to 35%29%.
Level 3 Rollforward
Fair value measurements categorized within Level 3 are sensitive to changes in the assumptions or methodology used to determine fair value, and such changes could result in a significant increase or decrease in the fair value.
The changes for Level 3 items measured at fair value on a recurring basis using significant unobservable inputs are as follows:
Contingent Consideration - EarnoutContingent Consideration - Business CombinationsEmbedded DerivativesPrivate Warrant Liability
Fair value as of December 31, 2022$44 $24,546 $— $707 
Additions— — 23,870 — 
Settlements— (420)— — 
Change in fair value, loss (gain) included in net loss(1)
— (3,597)2,440 (620)
Fair value as of September 30, 2023$44 $20,529 $26,310 $87 
Contingent Consideration - Business CombinationsEmbedded DerivativesPrivate Warrant Liability
Fair value as of December 31, 2023$18,455 $28,131 $1,151 
Settlements(14,930)— — 
Change in fair value, loss (gain) included in net loss(1)
1,051 (1,483)425 
Fair value as of March 31, 2024$4,576 $26,648 $1,576 
Contingent Consideration - EarnoutContingent Consideration - Business CombinationsPrivate Warrant Liability
Fair value as of December 31, 2021$13,866 $9,617 $15,193 
Additions— 8,900 — 
Settlements— (540)— 
Change in fair value, loss (gain) included in net loss(1)
(13,809)5,251 (14,391)
Fair value as of September 30, 2022$57 $23,228 $802 
Contingent Consideration - Business CombinationsContingent Consideration - EarnoutPrivate Warrant Liability
Fair value as of December 31, 2022$24,546 $44 $707 
Settlements(194)— — 
Change in fair value, loss (gain) included in net loss(1)
(154)— (345)
Fair value as of March 31, 2023$24,198 $44 $362 

(1)Changes in fair value of contingent consideration related to business combinations are included in general and administrative expenses in the unaudited condensed consolidated statements of operations. Changes in fair value of the earnout contingent consideration and private warrant liability are disclosed separately in the unaudited condensed consolidated statements of operations. Changes in the fair value of the embedded derivatives are included in change in fair value of derivatives in the unaudited condensed consolidated statements of operations.

Fair Value Disclosure
As of September 30, 2023,March 31, 2024, and December 31, 2022,2023, the fair value of the 2026 Notes (see Note 7) is $73.4was $78.0 million and $238.6$73.1 million, respectively. The decreaseincrease of $165.2$4.9 million is primarily due to the declineincrease in the stock price at September 30, 2023,March 31, 2024, as compared to December 31, 2022.2023. As of September 30,March 31, 2024, and December 31, 2023, the fair value of the 2028 Notes (see Note 7) was $195.0 million.$227.5 million and $196.7 million, respectively. The increase of $30.8 million is primarily due to the increase in the stock price at March 31, 2024, as compared to December 31, 2023. The fair values of the line of credit, advance funding arrangement and other notes approximate
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the unpaid principal balance. All debt, other than the convertible notes which are Level 2, is considered a Level 3 measurement.

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Note 5. Property, Equipment, and Software
Property, equipment, and software, net, consists of the following:
September 30,
2023
December 31,
2022
March 31,
2024
March 31,
2024
December 31,
2023
Software and computer equipmentSoftware and computer equipment$8,288 $8,326 
Furniture, office equipment, and otherFurniture, office equipment, and other1,549 2,118 
Internally developed softwareInternally developed software22,204 17,128 
Leasehold improvementsLeasehold improvements1,176 1,178 
33,217 28,750 
36,388
Less: Accumulated depreciation and amortizationLess: Accumulated depreciation and amortization(17,557)(16,510)
Property, equipment, and software, netProperty, equipment, and software, net$15,660 $12,240 

Depreciation and amortization expense related to property, equipment, and software was $1.4$1.6 million and $1.0$1.2 million for the three months ended September 30,March 31, 2024 and 2023, and 2022, respectively, and $3.8 million and $3.0 million for the nine months ended September 30, 2023 and 2022, respectively.

Note 6. Intangible Assets and Goodwill
Intangible Assets
Intangible assets are stated at cost or acquisition-date fair value less accumulated amortization and impairment. The following tables summarize intangible asset balances.
As of September 30,2023Weighted
Average
Useful Life
(in years)
Intangible
Assets,
gross
Accumulated
Amortization
And
Impairment
Intangible
Assets,
Net
As of March 31, 2024As of March 31, 2024Weighted
Average
Useful Life
(in years)
Intangible
Assets,
gross
Accumulated
Amortization
And
Impairment
Intangible
Assets,
Net
Customer relationshipsCustomer relationships9.0$69,504 $(21,823)$47,681 
Acquired technologyAcquired technology5.036,041 (20,815)15,226 
Trademarks and tradenamesTrademarks and tradenames10.023,443 (6,175)17,268 
Non-compete agreementsNon-compete agreements3.0616 (443)173 
Value of business acquired1.0400 (400)— 
Renewal rights
Renewal rights
Renewal rightsRenewal rights6.09,734 (3,090)6,644 
Insurance licensesInsurance licensesIndefinite4,960 — 4,960 
Total intangible assetsTotal intangible assets$144,698 $(52,746)$91,952 
20


As of December 31,2022Weighted
Average
Useful Life
(in years)
Intangible
Assets,
gross
Accumulated
Amortization
And
Impairment
Intangible
Assets,
Net
As of December 31, 2023As of December 31, 2023Weighted
Average
Useful Life
(in years)
Intangible
Assets,
gross
Accumulated
Amortization
And
Impairment
Intangible
Assets,
Net
Customer relationshipsCustomer relationships9.0$69,730$(15,079)$54,651Customer relationships8.0$69,504$(24,153)$$45,351
Acquired technologyAcquired technology5.037,932(16,468)21,464Acquired technology5.036,041(22,358)13,68313,683
Trademarks and tradenamesTrademarks and tradenames10.025,071(5,724)19,347Trademarks and tradenames11.023,443(6,701)16,74216,742
Non-compete agreementsNon-compete agreements3.0619(407)212Non-compete agreements3.0616(455)161161
Value of business acquiredValue of business acquired1.0400(400)Value of business acquired1.0400(400)
Renewal rightsRenewal rights6.09,734(2,113)7,621Renewal rights6.09,734(3,415)6,3196,319
Insurance licensesInsurance licensesIndefinite4,9604,960Insurance licensesIndefinite4,9604,960
Total intangible assetsTotal intangible assets$148,446$(40,191)$108,255Total intangible assets$144,698$(57,482)$$87,216

The aggregate amortization expense related to intangibles was $4.9$4.7 million and $7.6$4.9 million for the three months ended September 30,March 31, 2024 and 2023, and 2022, respectively, and $14.7 million and $18.5 million for the nine months ended September 30, 2023 and 2022, respectively.
During the nine months ended September 30, 2023, we recorded impairment charges
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Table of $2.0 million, primarily related to acquired technology, trademarks and trade names, and customer relationships for an asset group within the Vertical Software segment. Impairment charges are included in impairment loss on intangible assets and goodwill in the unaudited condensed consolidated statements of operations.Contents
Goodwill
The following table summarizes thegoodwill balance at March 31, 2024, and December 31, 2023, was $191.9 million and is entirely included in our Vertical Software segment. We had no changes in the carrying amount of goodwill for the ninethree months ended September 30, 2023.
Balance as of December 31, 2022, net of accumulated impairment of $43.8 million$244,697 
Acquisition2,421 
Impairment loss(55,211)
Balance as of September 30, 2023, net of accumulated impairment of $99.0 million$191,907 

During each of the first three quarters of 2023, management identified various qualitative factors that collectively indicated triggering events, including a sustained decrease in stock price, increased costs due to inflationary pressures, hardening of the reinsurance markets, volatile weather, and a deterioration of the macroeconomic environment in the housing and real estate and insurance industries. We performed a valuation of the Vertical Software and Insurance reporting units using a combination of market and income approaches based on peer performance and discounted cash flow or dividend discount model methodologies. The goodwill impairment analysis required significant judgments to calculate the fair value of the reporting units, including internal forecasts and determination of weighted average cost of capital. Management considers historical experience and all available information at the time the fair values are estimated. Assumptions are subject to a high degree of judgment and complexity.
The results of the quantitative impairment assessment as of March 31, 2023, indicated that the fair value of the Vertical Software reporting unit exceeded its carrying value by less than 5%, and the fair value of the Insurance reporting unit exceeded its carrying value by less than 10%.
The results of the quantitative impairment assessment as of June 30, 2023, indicated that the carrying value of the Insurance reporting unit exceeded its estimated fair value. As such, we determined that the goodwill allocated to the Insurance reporting unit was impaired as of June 30, 2023. An impairment charge of $55.2 million was recognized in impairment loss on intangible assets and goodwill in the unaudited condensed consolidated statements of operations in the second quarter. The results of the quantitative impairment assessment as of June 30, 2023, indicated that the fair value of our Vertical Software reporting unit exceeded its carrying value by less than 10%.
The results of the quantitative impairment assessment as of September 30, 2023, indicated that the fair value of the Vertical Software reporting unit exceeded its carrying value by approximately 5%. As a result, the remaining goodwill balance at Vertical Software is at risk of future impairment. We monitor our reporting units at risk of impairment for interim impairment indicators and believe that the estimates and assumptions used in the calculations are reasonable as of
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September 30, 2023. We also reconcile the fair value of our reporting units to our market capitalization. Should the fair value of any of our reporting units fall below its carrying amount because of reduced operating performance, market declines including a deterioration of the macroeconomic environment in the housing and real estate or insurance industries, changes in the discount rate, or other adverse conditions, goodwill impairment charges may be necessary in future periods.2024.

Note 7. Debt
The following tables summarize outstanding debt as of September 30, 2023,March 31, 2024, and December 31, 2022.2023.
PrincipalUnaccreted
Discount
Debt
Issuance
Costs
Carrying
Value
PrincipalPrincipalUnaccreted
Discount
Debt
Issuance
Costs
Carrying
Value
Convertible senior notes, due 2026Convertible senior notes, due 2026$225,000 $— $(3,611)$221,389 
Convertible senior notes, due 2028Convertible senior notes, due 2028333,334 (119,106)(4,562)209,666 
Advance funding arrangement1,497 — — 1,497 
Other notesOther notes300 (19)— 281 
Balance as of September 30, 2023$560,131 $(119,125)$(8,173)$432,833 
Other notes
Other notes
Balance as of March 31, 2024
PrincipalUnaccreted
Discount
Debt
Issuance
Costs
Carrying
Value
Convertible senior notes, due 2026$425,000 $— $(8,508)$416,492 
Advance funding arrangement15,670 (760)— 14,910 
Term loan facility, due 202910,000 — — 10,000 
Other notes450 (87)— 363 
Balance as of December 31, 2022$451,120 $(847)$(8,508)$441,765 

PrincipalUnaccreted
Discount
Debt
Issuance
Costs
Carrying
Value
Convertible senior notes, due 2026$225,000 $— $(3,311)$221,689 
Convertible senior notes, due 2028333,334 (115,353)(4,312)213,669 
Advance funding arrangement94 — — 94 
Other notes300 (13)— 287 
Balance as of December 31, 2023$558,728 $(115,366)$(7,623)$435,739 
Convertible Senior Notes
Interest expense recognized related to the 0.75% Convertible Senior Notes due 2026 (the “2026 Notes”) was approximately $0.7 million and $1.4 million for the three months ended September 30,March 31, 2024 and 2023, and 2022, respectively, and $2.9 million and $4.1 million for the nine months ended September 30, 2023 and 2022, respectively, includingincludes contractual interest expense and amortization of debt issuance costs. The effective interest rate for the 2026 Notes is 1.3%.
In April 2023, we issued $333.3 million ofInterest expense recognized related to the 6.75% Convertible Senior Secured Convertible Notes due in 2028 (the “2028 Notes”) in a private placement transaction. We used a portionwas approximately $9.9 million and zero for the three months ended March 31, 2024 and 2023, respectively. Interest expense includes $5.6 million contractual interest expense and $4.3 million amortization of debt issuance costs and discount for the net proceeds fromthree months ended March 31, 2024. The effective interest rate for the 2028 Notes to repurchase $200is 17.9%.
For the three months ended March 31, 2024, we capitalized $0.1 million of interest expense on the 2028 Notes related to ongoing internally developed software projects.
In February 2024, we repurchased $8.0 million aggregate principal amount of our 2026 Notes and to fund the repaymentNotes. We paid $3.0 million, or 37.5% of $9.7 million outstanding under the term loan facility, in each casepar value, plus accrued and unpaid interest thereon and related fees and expenses. In connection with the partial repurchase of the 2026 Notes, weinterest. We recognized an $81.4a $4.9 million gain on extinguishment of debt, calculated as the difference between the reacquisition price and the net carrying amount of the portion of the 2026 Notes that was extinguished.
The 2028 Notes are convertible into cash, shares of common stock, or a combination of cash and shares of common stock at our election at an initial conversion rate of 39.9956 shares of common stock per one thousand  dollars principal amount of the 2028 Notes, which is equivalent to an initial conversion price of approximately $25.00 per share.
The 2028 Notes are senior secured obligations, accrue interest at a rate of 6.75%, payable semi-annually in arrears on April 1 and October 1 of each year, beginning on October 1, 2023, and were initially issued at 95% of par value. The 2028 Notes will mature on October 1, 2028, unless earlier repurchased, redeemed or converted. Prior to the close of business on the business day immediately preceding July 1, 2028, the 2028 Notes will be convertible at the option of the holders only upon the satisfaction of certain conditions and during certain periods. Thereafter, until the close of business on the second scheduled trading day immediately preceding the maturity date, the 2028 Notes will be convertible at the option of the holders at any time regardless of these conditions.
Interest expense recognized related to the 2028 Notes was approximately $9.5 million and $16.8 million in the three and nine months ended September 30, 2023, respectively. Interest expense includes $5.6 million contractual interest expense and $3.9 million amortization of debt issuance costs and discount for the three months ended September 30, 2023, and
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$10.1 million contractual interest expense and $6.7 million amortization of debt issuance costs and discount for the nine months ended September 30, 2023. The effective interest rate for the 2028 Notes is 17.9%.
Advance Funding Arrangement
For certain home warranty contracts, we participateparticipated in financing arrangements with third-party financers that provideprovided us with the contract premium upfront, less a financing fee. Third-party financers collect installment payments from the warranty contract customer which satisfy our repayment obligation over a portion of the contract term. We remain obligated to repay the third-party financer if a customer cancels its warranty contract prior to full repayment of the advance funding amount we received. As part of the arrangement, we paypaid financing fees, which arewere collected by the third-party financers upfront and arewere initially recognized as a debt discount. Financing fees arewere amortized as interest expense under the effective interest method. The implied interest rate variesvaried per contract and iswas generally approximately 14% of total funding received. Interest expense recognized related to advance funding arrangementAs of March 31, 2024, our obligation was less than $0.1 million and $0.5 million forcompletely satisfied with the three months ended September 30, 2023 and 2022, respectively, and $0.9 million and $2.1 million for the nine months ended September 30, 2023 and 2022, respectively.
Term Loan Facility
In April 2023, the term loan facility was repaid in full by using a portion of the proceeds received from the 2028 Notes.third-party financers, we had no outstanding balance.

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Note 8. Stockholders' Equity and Warrants
Common Shares Outstanding and Common Stock Equivalents
The following table summarizes our fully diluted capital structure.
March 31,
2024
March 31,
2024
December 31,
2023
Issued and outstanding common sharesIssued and outstanding common shares97,86997,061
September 30,
2023
December 31,
2022
Issued and outstanding common shares96,432,32396,405,838
Earnout shares (1)
2,050,0002,050,000
Total common shares issued and outstanding98,482,32398,455,838
Common shares reserved for future issuance:Common shares reserved for future issuance:
Common shares reserved for future issuance:
Common shares reserved for future issuance:
Private warrants
Private warrants
Private warrantsPrivate warrants1,795,7001,795,7001,7961,796
Stock options (Note 9)Stock options (Note 9)3,685,5263,862,918Stock options (Note 9)3,3823,642
Restricted and performance stock units and awards (Note 9)Restricted and performance stock units and awards (Note 9)12,710,8916,230,165Restricted and performance stock units and awards (Note 9)11,08912,065
2020 Equity Plan pool reserved for future issuance (Note 9)2020 Equity Plan pool reserved for future issuance (Note 9)8,288,97611,189,7452020 Equity Plan pool reserved for future issuance (Note 9)13,2708,009
Convertible senior notes, due 2026 ⁽²⁾8,999,01016,998,130
Convertible senior notes, due 2026 (1)
Convertible senior notes, due 2026 (1)
8,6798,999
Convertible senior notes, due 2028Convertible senior notes, due 202813,331,893Convertible senior notes, due 202813,33213,332
Contingently issuable shares in connection with acquisitions (3)
24,362,72610,631,558
Contingently issuable shares in connection with acquisitions (2)
Contingently issuable shares in connection with acquisitions (2)
5,908
Total shares of common stock outstanding and reserved for future issuanceTotal shares of common stock outstanding and reserved for future issuance171,657,045149,164,054Total shares of common stock outstanding and reserved for future issuance149,417150,812

(1)Earnout shares will expire on December 24, 2023, if closing price of our common stock does not equal or exceed $22.00 per share before that date.
(2)In connection with the September 16, 2021, issuance of the 2026 Notes, we used a portion of the proceeds to pay for the capped call transactions, which are expected to generally reduce the potential dilution to our common stock. The capped call transactions allow us to purchaseimpact the number of shares ofthat may be issued by effectively increasing our common stock at a strikeconversion price offrom $25 per share to approximately $37.74, which is equal to the conversion pricewould result in approximately 6 million potentially dilutive shares instead of the 2026 Notes and 2028 Notes. The capped call transactions are designed to limit the amountshares reported in this table as of dilution of our common stock upon conversion of the notes. The maximum number of shares purchasable by us under the capped call transactions is 16,998,130. The options that underly the capped call transactions expire on September 15, 2026.March 31, 2024.
(3)(2)In connection with the acquisitionsacquisition of Floify, we issued shares as partial closing consideration and HOA,guaranteed that the value of those shares would equal or exceed 200% of such price on or prior to December 31, 2024. If the value of those shares did not equal or exceed 200% of their value, we provided an obligationwould have been obligated to issue a certain amount ofsettle any differences in cash, Porch common stock, or combination thereof. On March 27, 2024, we entered into a settlement agreement to the extent specified market conditions are met in the future. Contingently issuable shares are calculated in accordance with the purchase agreement, assuming they would be issuable if the end of the reporting periods were the end of the contingency period. The contingency period for the Floify acquisition ends in December 2024. The contingency period for the HOA acquisition ended in April 2023.

Repurchases of Common Shares
In October 2022, our board of directors approvedsettle a share repurchase program authorizing management to repurchase up to $15 million of our common stock and/or convertible notes. Repurchases under this program were permitted from time to
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time on the open market between November 10, 2022, and June 30, 2023, at prevailing market prices, in privately negotiated transactions, in block trades, and/or through other permissible means.
During the nine months ended September 30, 2023, we repurchased and canceled 1,396,158 shares with a total cost of $3.1 million (including commissions). The cost paid to repurchase shares in excess of the par value is charged to accumulated deficit in the unaudited condensed consolidated balance sheet as of September 30, 2023.
The repurchase of $200 million of the 2026 Notes as described in Note 7 was done under separate authorization and was notpost-closing dispute. As part of this agreement, the $15 million share repurchase program.sellers of Floify agreed to terminate this obligation in full.
Warrants
There was no activity related to public and private warrants during the ninethree months ended September 30,March 31, 2024 and 2023.
Number of
Warrants
Number of
Common
Shares Issued
Balances as of December 31, 20221,795,70011,521,412
Exercised
Canceled
Balances as of September 30, 20231,795,70011,521,412
As of March 31, 2024, and December 31, 2023, there were 1.8 million private warrants outstanding for 11.5 million common shares. These private warrants are liability classified financial instruments measured at fair value, with periodic changes in fair value recognized through earnings and are included in “change in fair value of private warrant liability” in the unaudited Condensed Consolidated Statements of Operations and Comprehensive Loss. See Note 4 for more information.

Note 9. Stock-Based Compensation
The following table summarizes the classification of stock-based compensation expense in the unaudited condensed consolidated statements of operations.
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Three Months Ended March 31,Three Months Ended March 31,
202420242023
Selling and marketingSelling and marketing$1,087 $1,690 $3,028 $3,592 
Product and technologyProduct and technology1,947 911 4,650 3,888 
General and administrativeGeneral and administrative3,945 2,488 12,599 13,165 
Total stock-based compensation expenseTotal stock-based compensation expense$6,979 $5,089 $20,277 $20,645 

Under our 2020 Stock Incentive Plan, which replaced the 2012 Equity Incentive Plan in December 2020, employees, directors and consultants are eligible for grants of incentive stock options, non-statutory stock options, stock appreciation rights, restricted stock awards (“RSAs”), restricted stock units (“RSUs”), performance restricted stock units (“PRSUs”), and other stock awards, collectively referred to as “Awards.“Equity Awards.
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The following table summarizes Equity Award activity for the ninethree months ended September 30, 2023:March 31, 2024:
Number of
Options
Number of
Restricted
Stock Units
Number of
Performance
Restricted
Stock Units
Balances as of December 31, 20223,862,9185,309,241920,924
Number of
Options
Number of
Options
Number of
Restricted
Stock Units
Number of
Performance
Restricted
Stock Units
Balances as of December 31, 2023Balances as of December 31, 20233,6428,3103,754
GrantedGranted6,520,5923,135,073Granted149
VestedVested(2,295,474)Vested(620)
ExercisedExercised(11,564)Exercised(243)
Forfeited, canceled or expiredForfeited, canceled or expired(165,828)(879,465)Forfeited, canceled or expired(17)(504)
Balances as of September 30, 20233,685,5268,654,8944,055,997
Balances as of March 31, 2024Balances as of March 31, 20243,3827,3353,754

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Note 10. Reinsurance
2023 Program
Our third-party quota share reinsurance program is split into three separate placements to maximize coverage and cost efficiency. The 2023 Coastal Program covers our business in certain Texas coastal regions and the Houston metropolitan area and is placed at 42% of subject property and casualty losses (“P&C losses”), as well as all business in South Carolina which is placed at 7% of P&C losses. The 2023 Core Program, which covers the portion of our business not in the Coastal Program, is placed at 9.5% of P&C losses of our remaining business in Texas and 8% of P&C losses of our business in other states. In addition, the Combined Program covers all of our business and is placed at 5% of P&C losses. All programs are effective for the period January 1, 2023, through December 31, 2023, or March 31, 2024, and are subject to certain limits and exclusions, which vary by participating reinsurer.
Property catastrophe excess of loss treaties were placed on April 1, 2023, and were updated in August 2023 after the events described in the “Terminated Reinsurance Contract” section below. Coverage for wind storms starts at $20 million per occurrence. Losses are shared between $20 million and $80 million. Over $80 million losses are covered up to a net loss of $440 million. We also place reinstatement premium protection to cover any reinstatement premiums due on the first four layers.
2024 Program
As of April 1, 2024, our quota share program will consist of one combined program covering all of our business in all states and is placed at 27.5% of P&C losses. All programs are effective for the period April 1, 2024, through March 31, 2025, and are subject to certain limits and exclusions, which vary by participating reinsurer.
Coverage for catastrophe events starts immediately within the quota share contracts and at $45.0 million per occurrence within the property catastrophe excess of loss treaties placed on April 1, 2024. Losses are shared at various levels up to $75.0 million. Over $75.0 million losses are covered up to a loss of $465.0 million. We also place reinstatement premium protection to cover any reinstatement premiums due on the first five layers.
Reinsurance Impact
The effects of reinsurance on premiums written and earned for the three and nine months ended September 30,March 31, 2024 and 2023, and 2022, were as follows:
Three Months Ended September 30,
20232022
WrittenEarnedWrittenEarned
Direct premiums$130,952$117,032$137,047$105,245
Ceded premiums30,358 (41,846)(119,131)(93,982)
Net premiums$161,310$75,186$17,916$11,263
Nine Months Ended September 30,
20232022
WrittenEarnedWrittenEarned
Three Months Ended March 31,Three Months Ended March 31,
202420242023
WrittenWrittenEarnedWrittenEarned
Direct premiumsDirect premiums$349,365 $348,253 $349,084 $282,645 Direct premiums$75,104$108,588$96,873$114,824
Ceded premiumsCeded premiums(34,763)(188,686)(297,693)(248,804)
Net premiumsNet premiums$314,602 $159,567 $51,391 $33,841 Net premiums$44,775$72,225$99,139$40,150

Our 2023 third-party quota share program was placed at a reduced ceding percentage as compared to the 2022 program, which resulted in a portfolio transfer and lower ceded written premiums in the nine months ended September 30, 2023.
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The effects of reinsurance on incurred losses and loss adjustment expense (“LAE”) for the three and nine months ended September 30,March 31, 2024 and 2023, and 2022, were as follows:
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Three Months Ended March 31,Three Months Ended March 31,
202420242023
Direct losses and LAEDirect losses and LAE$44,273 $77,471 $271,879 $220,309 
Ceded losses and LAECeded losses and LAE(1,727)(60,900)(115,325)(180,006)
Net losses and LAENet losses and LAE$42,546 $16,571 $156,554 $40,303 

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The detail of reinsurance balances due is as follows:
September 30,
2023
December 31,
2022
March 31,
2024
March 31,
2024
December 31,
2023
Ceded unearned premiumCeded unearned premium$49,271 $203,157 
Losses and LAE reserveLosses and LAE reserve25,772 76,999 
Reinsurance recoverableReinsurance recoverable23,118 18,765 
OtherOther330 139 
Reinsurance balance dueReinsurance balance due$98,491 $299,060 

Terminated Reinsurance Contract
InDuring the thirdsecond quarter of 2023, HOA a subsidiary of Porch Group, discovered that Vesttoo Ltd (“Vesttoo”), which arranged capital for one of our reinsurance contracts, faced allegations of fraudulent activity in connection with collateral it provided to HOA and certain other third parties.parties, which allegations have since been confirmed. We have communicated and met with regulators and other key stakeholders regarding the evolving situation. This reinsurance agreement provided partial quota share coverage as well as up to approximately $175 million in a catastrophic event.
As a result of its findings, and in accordance with the terms of the reinsurance agreement, HOA terminated the associated contract on August 4, 2023, with an effective date of July 1, 2023. Had the contract not been terminated, the contract would have expired on December 31, 2023, and HOA would have been contracted to pay approximately $20 million in additional premium payments during July through December 2023. Following the effective date of the termination, HOA seized available liquid collateral in the amount of approximately $47.6 million from a reinsurance trust, of which HOA was the beneficiary.beneficiary and recognized a charge of $36.0 million in provision for doubtful accounts in the Condensed Consolidated Statements of Operations and Comprehensive Loss for the year ended December 31, 2023. In addition, HOA is evaluating and intends to pursue all available legal claims and remedies to enforce its rights under the letter of credit required by the reinsurance agreement in the amount of $300 million as additional collateral. We are also seeking recovery of all losses and damages incurred as a result of terminating the reinsurance agreement due to allegations of fraudulent activity by third parties.
In the second quarterOn January 19, 2024, we entered into a five-year business collaboration agreement with Aon Corp. and Aon Re, Inc. ("Aon"), resulting in payments to us of 2023, we recognized a charge of $48.2approximately $25 million in provision for doubtful accountsJanuary 2024 and additional cash payments through the end of the contract term. Of the cash payments that we have or will receive through the end of the contract term, $8.7 million is non-refundable and immediately recognized in other income, net in the unaudited condensed consolidated statementsCondensed Consolidated Statements of operations, calculated asOperations and Comprehensive Loss. A portion of the remaining amount is potentially refundable to Aon if we breach the agreement, including if we directly or indirectly place reinsurance with brokers unaffiliated with Aon, subject to customary cure rights. The remaining amount will be recognized in other income, net, asset due underover the reinsurance contract (asterm of the agreement. As part of this agreement, Aon and Porch also signed a mutual release of claims arising from the Vesttoo fraud. Porch has not released any claims against non-Aon parties related to these matters and intends to vigorously pursue recovery. In addition to this arrangement, we have the legal right of offset) of $95.8 million as of June 30, 2023, before adjustment, less the $47.6 million collateralalso received cash recoveries from a trust in July 2023. During the third quarter of 2023, we experienced improvement in loss reserves, which reduced the amount of the reinsurance recoverable by approximately $7.0 million.
HOA has secured supplemental reinsurance coverageother parties in the amount of approximately $166$3.0 million replacing nearly all of during the reinsurance coverage for certain catastrophic weather events that was in place under the terminated reinsurance contract. HOA is currently seeking additional supplemental reinsurance coverage in order to maintain adequate coverage in future periods against potential excess losses in the event of a severe weather event for which it has not obtained supplemental coverage and to satisfy regulatory and rating agency requirements.three months ended March 31, 2024.

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Note 11. Unpaid Losses and Loss Adjustment Reserve
The following table summarizes the changes in the reserve balances for unpaid losses and LAE, gross of reinsurance, for the ninethree months ended September 30, 2023:March 31, 2024:
Reserve for unpaid losses and LAE at December 31, 2022$100,632
Reinsurance recoverables on losses and LAE at December 31, 2022(76,999)
Reserve for unpaid losses and LAE reserve, net of reinsurance recoverables at December 31, 202223,633
Reserve for unpaid losses and LAE at December 31, 2023Reserve for unpaid losses and LAE at December 31, 2023$95,503
Reinsurance recoverables on losses and LAE at December 31, 2023
Reserve for unpaid losses and LAE reserve, net of reinsurance recoverables at December 31, 2023Reserve for unpaid losses and LAE reserve, net of reinsurance recoverables at December 31, 202375,695
Add provisions (reductions) for losses and LAE occurring in:Add provisions (reductions) for losses and LAE occurring in:
Current year (1)
182,010
Current year
Current year
Current year67,135
Prior yearsPrior years1,486Prior years1,798
Net incurred losses and LAE during the current yearNet incurred losses and LAE during the current year183,496Net incurred losses and LAE during the current year68,933
Deduct payments for losses and LAE occurring in:Deduct payments for losses and LAE occurring in:
Current yearCurrent year(85,481)
Prior years(17,645)
Current year
Current year
Prior years (1)
Net claim and LAE payments during the current yearNet claim and LAE payments during the current year(103,126)
Reserve for losses and LAE, net of reinsurance recoverables at September 30, 2023104,003
Reinsurance recoverables on losses and LAE at September 30, 202325,772
Reserve for unpaid losses and LAE at September 30, 2023$129,775
Reserve for losses and LAE, net of reinsurance recoverables at March 31, 2024
Reserve for losses and LAE, net of reinsurance recoverables at March 31, 2024
Reserve for losses and LAE, net of reinsurance recoverables at March 31, 202494,004
Reinsurance recoverables on losses and LAE at March 31, 2024Reinsurance recoverables on losses and LAE at March 31, 2024(18,556)
Reserve for unpaid losses and LAE at March 31, 2024Reserve for unpaid losses and LAE at March 31, 2024$112,560

(1)Also includes certain charges related to Vesttoo (see Note 10).

As a result of additional information on claims occurring in prior years becoming available to management, changes in estimates of provisions of losses and loss adjustment expenses were made resulting in an increase of $1.5$1.8 million for the ninethree months ended September 30, 2023.March 31, 2024.

Note 12. Other Income (Expense), Net
The following table details the components of other income, net, on the Condensed Consolidated Statements of Operations and Comprehensive Loss:
Three Months Ended March 31,
20242023
Interest income$434$720
Gain on settlement of contingent consideration14,930
Loss on sale of business(5,244)
Recoveries of losses on reinsurance contracts12,570
Other, net(12)42
Other income, net$22,678$762

Note 13. Income Taxes
Benefit (provision) for income taxes for the three months ended March 31, 2024, and 2023, were $(0.2) million and $0.1 million, respectively, and the effective tax rates for these periods were (1.4)% and 0.3%, respectively. The difference between our effective tax rates for the 2024 and 2023 periods and the U.S. statutory rate of 21% was primarily due to a full valuation related to our net deferred tax assets.
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Note 12.14. Commitments and Contingencies
From time to time we are or may become subject to various legal proceedings arising in the ordinary course of business, including proceedings initiated by users, other entities, or regulatory bodies. Estimated liabilities are recorded when it is both probable that a liability has been incurred and the amount of the loss can be reasonably estimated. In many instances, we are unable to determine whether a loss is probable or to reasonably estimate the amount of such a loss and, therefore, the potential future losses arising from a matter may differ from the amount of estimated liabilities we have recorded in the financial statements covering these matters. We review our estimates periodically and make adjustments to reflect negotiations, estimated settlements, rulings, advice of legal counsel, and other information and events pertaining to a particular matter.
Cases under Telephone Consumer Protection Act
Porch and/or an acquired entity, GoSmith.com, are party to twelvea legal proceedingsproceeding alleging violations of the automated calling and/or internal and National Do Not Call restrictions of the Telephone Consumer Protection Act of 1991 and a related Washington state law claim. The proceedings were commenced as thirteen separate mass tort actions brought by a single plaintiffs’ law firm in December 2019 and April/May 2020 in federal district courts throughout the United States. One of the actions was dismissed with prejudice and was appealed to the Ninth Circuit Court of Appeals. On October 12, 2022, in a split decision,While the Ninth Circuit Court of Appeals reversed. Theappeal was pending, the remaining cases were consolidated in the United States District Court for the Western District of Washington, where Porch resides. On October 12, 2022, in a split decision, the Ninth Circuit Court of Appeals reversed. Following remand, that case was also consolidated with the Western District of Washington action. Plaintiffs then filed a motion for leave to file a second amended complaint, which was granted in part and denied in part. The Second Amended Complaint was filed in July 2023. In September 2023, Defendants filed a Motion to Strike the Second Amended ComplaintComplaint; this motion was denied. Defendants’ Motion to Dismiss was filed on several grounds.February 15, 2024 and is fully briefed and awaiting a decision. The parties’ filed a required Joint Status Report and Discovery Plan on February 16, 2024. Discovery is stayed until Defendants’ forthcoming motionMotion to dismiss will be reset upon resolution of that motion. The caseDismiss is otherwise stayed.decided. Plaintiffs seek actual, statutory, and/or treble damages, injunctive relief, and reasonable attorneys’ fees and costs. These actions areThe action is at an early stage in the litigation process. It is not possible to determine the likelihood of an unfavorable outcome of these disputes, although it is reasonably possible that the outcome of these actions may be unfavorable. Further, it is not possible
27


to estimate the range or amount of potential loss (if the outcome should be unfavorable). We intend to contest these casesthis case vigorously.
Other
In addition, in the ordinary course of business, Porch Groupwe and itsour subsidiaries are (or may become) parties to litigation involving property, personal injury, contract, intellectual property and other claims, as well as stockholder derivative actions, class action lawsuits and other matters. The amounts that may be recovered in such matters may be subject to insurance coverage. Although the results of legal proceedings and claims cannot be predicted with certainty, neither Porch Groupwe nor any of itsour subsidiaries isare currently a party to any legal proceedings the outcome of which, we believe, if determined adversely to us, would individually or in the aggregate have a material adverse effect on theour business, financial condition or results of operations.

Note 13.15. Business CombinationsDisposition
On April 1, 2022,January 31, 2024, we entered into a stock and membership interest purchase agreement with Residential Warranty Servicessold our insurance agency, Elite Insurance Group (“RWS”EIG”) to acquire its home warranty and inspection software and services businesses. On that date,. The estimated price is $12.2 million of which we completed the acquisition of substantially all of the operations of RWS except for those in Florida and California, which were subject to certain regulatory and other approvals.
The acquisitions of the Florida and California operations were closed on March 17, 2023. We paid approximately $2.1have received $10.3 million in cash to acquire $0.2and recorded a receivable of $1.8 million as of cash and current assets and $0.2 million of customer relationships withMarch 31, 2024. We recorded an estimated useful lifeloss of three years.$5.2 million in other income, net, in the Condensed Consolidated Statements of Operations and Comprehensive Loss. The estimated valuefinal price and amount of loss on sale will be determined after post-closing adjustments have been finalized, which is expected to occur in the customer relationships intangible asset was calculated using the income approach.
The aggregate transaction costssecond quarter of $0.1 million are primarily comprised of legal and due diligence fees and are included in general and administrative expenses on the unaudited condensed consolidated statements of operations. The results of operations for each acquisition are included in our consolidated financial statements from the date of acquisition onwards.2024.

Note 14.16. Segment Information
We have two reportable segments that are also our operating segments: Vertical Software and Insurance. Reportable segments were identified based on how the chief operating decision-maker (“CODM”) manages the business, makes operating decisions, and evaluates operating and financial performance. Our chief executive officer acts as the CODM and reviews financial and operational information for our reportable segments. Operating segments are components of an enterprise for which separate discrete financial information is available and operational results are regularly evaluated by the CODM for the purposes of making decisions regarding resource allocation and assessing performance.
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Our Vertical Software segment primarily consists of a vertical software platform for the home that provides software and services to homeinspection, mortgage, and title companies on a subscription and transactional basis, which was 62% of total vertical software revenue, and move and post-move services, companies, consumers,which was 38% of total vertical software revenue for the three months ended March 31, 2024. The Vertical Software segment operates as several key businesses, including inspection software and service providers.services, title insurance software, mortgage software, moving services, mover and homeowner marketing, and measurement software for roofers.
Our Insurance segment provides consumers with approximately 334 thousand insurance and warranty products to protect their homes, earning revenue through premiums collected on policies, in force, offers various property-related insurance policies through our risk-bearing carrier, our independent agency selling homepolicy fees and auto insurance for over 29 major and regional insurance companies, and our risk-bearing home warranty companies. Ourcommissions. The Insurance segment also includes Homeowners of America (“HOA”), a wholly owned insurance carrier, Porticus Reinsurance (“Porticus RE”), our Cayman Islands captive reinsurer, and Porch Warranty, among other warranty service offerings and a captive reinsurance provider.brands.
The following table summarizes revenue by segment.
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Three Months Ended March 31,Three Months Ended March 31,
202420242023
Vertical SoftwareVertical Software$34,328 $45,019 $97,390 $121,963 
InsuranceInsurance95,228 32,334 218,300 89,872 
Total revenueTotal revenue$129,556 $77,353 $315,690 $211,835 

Our segment operating and financial performance measure is Segment Adjusted EBITDA (Loss). Segment Adjusted EBITDA (Loss) is defined as revenue less the following expenses associated with each segment: cost of revenue, selling and marketing, product and technology, and general and administrative, and provision for (recovery of) doubtful accounts.administrative. Segment Adjusted EBITDA (Loss) also excludes non-cash items or items that management does not consider reflective of ongoing core operations.
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We do not allocate shared expenses to the reportable segments. These expenses are included in the “Corporate and other” row in the following reconciliation. “Corporate and other” includes shared expenses such as selling and marketing; certain product and technology; accounting; human resources; legal; general and administrative; and other income, expenses, gains, and losses that are not allocated in assessing segment performance due to their function. Such transactions are excluded from the reportable segments’ results but are included in consolidated results.
The reconciliation of Segment Adjusted EBITDA (Loss) to consolidated “Operating income (loss)”loss” below includes the effects of corporate and other items that the CODM does not consider in assessing segment performance.
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Three Months Ended March 31,Three Months Ended March 31,
202420242023
Segment Adjusted EBITDA (Loss):Segment Adjusted EBITDA (Loss):
Vertical Software
Vertical Software
Vertical SoftwareVertical Software$3,179 $5,545 $4,599 $14,081 
InsuranceInsurance19,038 (859)(19,328)(6,253)
SubtotalSubtotal22,217 4,686 (14,729)7,828 
Reconciling items:Reconciling items:
Corporate and otherCorporate and other(13,378)(15,592)(41,448)(44,094)
Corporate and other
Corporate and other
Depreciation and amortizationDepreciation and amortization(6,272)(8,675)(18,501)(21,574)
Impairment loss on intangible assets and goodwill
Stock-based compensation expenseStock-based compensation expense(6,979)(5,089)(20,277)(20,645)
Restructuring costs(712)— (2,789)— 
Stock-based compensation expense
Stock-based compensation expense
Other non-operating income
Restructuring costs (1)
Acquisition and other transaction costsAcquisition and other transaction costs(22)(261)(408)(1,583)
Impairment loss on intangible assets and goodwill— (57,057)(57,232)(57,057)
Recovery of (loss on) reinsurance contract (see Note 10)7,043 — (41,201)— 
Impairment loss on property, equipment and software— (30)(254)(101)
Change in fair value of contingent consideration
Change in fair value of contingent consideration
Change in fair value of contingent considerationChange in fair value of contingent consideration787 (565)3,597 (5,251)
Investment income and realized gainsInvestment income and realized gains(2,485)(335)(4,492)(775)
Operating income (loss)$199 $(82,918)$(197,734)$(143,252)
Operating loss
Operating loss
Operating loss

(1)Primarily consists of costs related to forming a reciprocal exchange.

The CODM does not review assets on a segment basis.
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All of our revenue is generated in the United States except for an immaterial amount. As of September 30, 2023,March 31, 2024, and December 31, 2022,2023, we did not have material assets located outside of the United States.

Note 15.17. Net Loss Per Share
Basic and diluted net loss per share attributable to common stockholders is presented in conformity with the two-class method required for participating securities.
Under the two-class method, basic net loss per share attributable to common stockholdersand is computed by dividing the net loss attributable to common stockholders by the weighted-average number of shares of common stock outstanding during the period.
Diluted earnings per share attributable to common stockholders adjusts basic earnings per share for the potentially dilutive impact of stock options, RSUs, PRSUs, RSAs, convertible notes, earnout shares, and warrants. As we have reported losses for all periods presented, all potentially dilutive securities are antidilutive and, accordingly, basic net loss per share equals diluted net loss per share.
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The following table summarizes the computation of basic and diluted net loss attributable per share to common stockholders for the three and nine months ended September 30, 2023March 31, 2024 and 2022:2023:
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Three Months Ended March 31,Three Months Ended March 31,
202420242023
Numerator:Numerator:
Net loss used to compute net loss per share - basic and diluted
Net loss used to compute net loss per share - basic and diluted
Net loss used to compute net loss per share - basic and dilutedNet loss used to compute net loss per share - basic and diluted$(5,744)$(84,476)$(131,447)$(121,086)
Denominator:Denominator:
Denominator:
Denominator:
Weighted average shares outstanding used to compute net loss used to compute net loss per share - basic and diluted
Weighted average shares outstanding used to compute net loss used to compute net loss per share - basic and diluted
Weighted average shares outstanding used to compute net loss used to compute net loss per share - basic and dilutedWeighted average shares outstanding used to compute net loss used to compute net loss per share - basic and diluted96,366,61397,792,48595,770,67697,009,35197,51295,210
Net loss per share - basic and dilutedNet loss per share - basic and diluted$(0.06)$(0.86)$(1.37)$(1.25)
Net loss per share - basic and diluted
Net loss per share - basic and diluted

The following table discloses securities that were not included in the computation of diluted net loss per share because to do so would have been antidilutive for the periods presented:
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Three Months Ended March 31,Three Months Ended March 31,
202420242023
Stock optionsStock options3,685,5264,149,3943,685,5264,149,394Stock options3,3823,735
Restricted stock units and awardsRestricted stock units and awards8,654,8945,193,1778,654,8945,193,177Restricted stock units and awards7,3354,994
Performance restricted stock unitsPerformance restricted stock units4,055,9971,825,7194,055,9971,825,719Performance restricted stock units3,7541,223
Public and private warrantsPublic and private warrants1,795,7001,795,7001,795,7001,795,700Public and private warrants1,7961,796
Earnout shares (1)
Earnout shares (1)
2,050,0002,050,0002,050,0002,050,000
Earnout shares (1)
2,050
Convertible debt (2)
Convertible debt (2)
22,330,90316,998,13022,330,90316,998,130
Convertible debt (2)
22,01116,998
Contingently issuable shares in connection with acquisitions (3)
Contingently issuable shares in connection with acquisitions (3)
24,362,7268,354,43724,362,7268,354,437
Contingently issuable shares in connection with acquisitions (3)
13,958

(1)Earnout shares will expireexpired on December 24,23, 2023, if closing price of our common stock does not equal or exceed $22.00 per share before that date.without vesting and were subsequently cancelled.
(2)In connection with the September 16, 2021, issuance of the 2026 Notes, we used a portion of the proceeds to pay for the capped call transactions, which are expected to generally reduce the potential dilution to our common stock. The capped call transactions allow us to purchase shares of our common stock at a strike price of $25.00 per share, which is equal toimpact the conversion price of the 2026 Notes and 2028 Notes. The capped call transactions are designed to limit the amount of dilution of our common stock upon conversion of the notes. The maximum number of shares purchasablethat may be issued by us undereffectively increasing our conversion price from $25 per share to approximately $37.74, which would result in approximately 6 million potentially dilutive shares instead of the capped call transactions is 16,998,130. The options that underly the capped call transactions expire on September 15, 2026.shares reported in this table as of March 31, 2024.
(3)In connection with the acquisitionsacquisition of Floify, we issued shares as partial closing consideration and HOA,guaranteed that the value of those shares would equal or exceed 200% of such price on or prior to December 31, 2024. If the value of those shares did not equal or exceed 200% of their value, we provided an obligationwould have been obligated to issue a certain amount ofsettle any differences in cash, Porch common stock, or combination thereof. On March 27, 2024, we entered into a settlement agreement to settle a post-closing dispute. As part of this agreement, the extent specified market conditions are metsellers of Floify agreed to terminate this obligation in the future. Contingently issuable shares are calculated in accordance with the purchase agreement, assuming they would be issuable if the end of the reporting periods were the end of the contingency period. The contingency period for the Floify acquisition ends in December 2024. The contingency period for the HOA acquisition ended in April 2023.full.
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Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations
This Quarterly Reportquarterly report on Form 10-Q (this “Quarterly Report”) and the documents incorporated herein by reference contain forward-looking statements as defined by the Private Securities Litigation Reform Act of 1995. These statements are based on the beliefs and assumptions of management. Although the Company believeswe believe that itsour plans, intentions, and expectations reflected in or suggested by these forward-looking statements are reasonable, the Companywe cannot assure you that itwe will achieve or realize these plans, intentions, or expectations. Forward-looking statements are inherently subject to risks, uncertainties, assumptions, and other factors which could cause actual results to differ materially from those expressed or implied by such forward-looking statements.assumptions. Generally, statements that are not historical facts, including statements concerning the Company’sour possible or assumed future actions, business strategies, events, or results of operations, are forward-looking statements. These statements may be preceded by, followed by, or include the words “believes,“believe,“estimates,“estimate,“expects,“expect,“projects,“project,“forecasts,“forecast,” “may,” “will,” “should,” “seeks,“seek,“plans,“plan,” “scheduled,” “anticipates,“anticipate,“intends,“intend,” or similar expressions.
TheseForward-looking statements are not guarantees of performance. You should not put undue reliance on these statements which speak only as of the date herein. Unless specifically indicated otherwise, the forward-looking statements are based upon estimatesin this Quarterly Report do not reflect the potential impact of any divestitures, mergers, acquisitions, or other business combinations that have not been completed as of the date of this filing. You should understand that the following important factors, among others, could affect our future results and assumptions that, while considered reasonable by the Company and its management at the time they are made, are inherently uncertain. Factors that maycould cause actualthose results or other outcomes to differ materially from current expectations include, but are not limited to: (1) those expressed or implied in our forward-looking statements:
expansion plans and opportunities, and managing growth, to build a consumer brand; (2)
the incidence, frequency, and severity of weather events, extensive wildfires, and other catastrophes; (3)
economic conditions, especially those affecting the housing, insurance, and financial markets; (4)
expectations regarding revenue, cost of revenue, operating expenses, and the ability to achieve and maintain future profitability; (5)
existing and developing federal and state laws and regulations, including with respect to insurance, warranty, privacy, information security, data protection, and taxation, and management’s interpretation of and compliance with such laws and regulations; (6) the Company’s
our reinsurance program, which includes the use of a captive reinsurer, the success of which is dependent on a number of factors outside management’s control, along with reliance on reinsurance to protect against loss; (7)
the uncertainty and significance of the known and unknown effects on the Company'sour insurance carrier subsidiary, Homeowners of America Insurance Company (“HOA”), and the Companyus due to the termination of a reinsurance contract following the allegations of fraud againstcommitted by Vesttoo Ltd. (“Vesttoo”), including, but not limited to, the implications from Demotech, Inc.’s (“Demotech”) withdrawal of HOA’s financial stability rating and the length of time before the rating is restored; the outcome of Vesttoo’s Chapter 11 bankruptcy proceedings; the Company'sour ability to successfully pursue claims arising out of the alleged fraud, the costs associated with pursuing the claims, and the timeframe associated with any recoveries; HOA's ability to obtain and maintain adequate reinsurance coverage against excess losses; HOA’s ability to stay out of regulatory supervision;supervision and HOA’s ability to maintain a healthy surplus; (8) its financial stability rating;
uncertainties related to regulatory approval of insurance rates, policy forms, insurance products, license applications, acquisitions of businesses, or strategic initiatives, including the reciprocal restructuring, and other matters within the purview of insurance regulators; (9)
reliance on strategic, proprietary relationships to provide the Companyus with access to personal data and product information, and the ability to use such data and information to increase transaction volume and attract and retain customers; (10)
the ability to develop new, or enhance existing, products, services, and features and bring them to market in a timely manner; (11)
changes in capital requirements, and the ability to access capital when needed to provide statutory surplus; (12)
our ability to timely repay our outstanding indebtedness;
the increased costs and initiatives required to address new legal and regulatory requirements arising from developments related to cybersecurity, privacy, and data governance and the increased costs and initiatives to protect against data breaches, cyber-attacks, virus or malware attacks, or other infiltrations or incidents affecting system integrity, availability, and performance; (13)
retaining and attracting skilled and experienced employees; (14)
costs related to being a public company; and (15)
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other risks and uncertainties discussed in Part I,II, Item 1A, “Risk Factors,” in the Company’s Annual Report on Form 10-K (“Annual Report”) for the year ended December 31, 2022, in Part II, Item 1A, “Risk Factors,” in our Quarterly Report on Form 10-Q for the quarter ended March 31, 2023, and in Part II, Item 1A, “Risk Factors,” in our Quarterly Report on Form 10-Q for the quarter ended June 30, 2023, as well as those discussed elsewhere in this report including in Part II, Item 1A, “Risk Factors,” and in subsequent reports filed with the Securities and Exchange Commission (“SEC”), all of which are available on the SEC’s website at www.sec.gov.
NothingWe caution you that the foregoing list may not contain all the risks to forward-looking statements made in this Quarterly Report or the documents incorporated herein by referenceon Form 10-Q.
You should be regardednot rely upon on forward-looking statements as a representation by any person thatpredictions of future events. We have based the forward-looking statements set forth herein will be achieved or that any of the contemplated results of such forward-looking statements will be achieved. You should not place undue reliance on forward-looking statements, which speak only as of the date of this Quarterly Report. Unless specifically indicated otherwise, the forward-looking statementscontained in this Quarterly Report do not reflect the potential impacton Form 10-Q primarily on our current expectations and projections about future events and trends we believe may affect our business, financial condition, results of any divestitures, mergers, acquisitions, or other business combinations that have not been completed asoperations and prospects. The outcome of the date of this Quarterly Report. The Company does not undertake any duty to updateevents described in these forward-looking statements is subject to risks, uncertainties, and other factors, including those described above and elsewhere in this Quarter Report on Form 10-Q. We disclaim any obligation to update publicly any forward-looking statements, whether as a result of changed circumstances,in response to new information, future events, or otherwise, except as may be required by applicable law.
The information included in this management’s discussion and analysis of financial condition and results of operations should be read in conjunction with the unaudited condensed consolidated financial statements and related notes included in this Quarterly Report, and the audited consolidated financial statements and related notes and Management’s
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Discussion and Analysis of Financial Condition and Results of Operations contained in the Company’s Annual Report for the year ended December 31, 2022.
Additionally, the unaudited condensed consolidated financial statements for the three and nine months ended September 30, 2022, have been revised to correct prior period errors as discussed in Note 20 “Quarterly Financial Data (Unaudited) Restatement of Previously Issued Financial Statements” to the consolidated financial statements included in Part II, Item 8, of the Company’s Annual Report for the year ended December 31, 2022. Accordingly, this Management’s Discussion and Analysis of Financial Condition and Results of Operations reflects the effects of the revisions.

Business Overview
Porch Group, Inc., together with its consolidated subsidiaries, (“Porch Group”, “Porch” orGroup,” “Porch,” the “Company,” “we,” “our,” “us”), the is a leading homeowners insurance and vertical software platform and is a values-driven company whose mission ispositioned to simplifybe the homebest partner to help homebuyers move, maintain, and fully protect their homes. We offer differentiated products and services, with homeowners insurance at the center. center of this relationship.
We provide softwaredifferentiate and look to win in the massive and growing homeowners insurance opportunity by 1) providing the best services for homebuyers, 2) led by advantaged underwriting in insurance, 3) to approximately 31 thousand home service providers including home inspectors, mortgage brokers, title companies and moving companies. We simplifyprotect the whole home.
As a leader in the home closing process andservices software-as-a-service (“SaaS”) space, we’ve built deep relationships with approximately 30 thousand companies that are key to the move by providing high-value services including homeowners insurance, warranties, and ongoing support with our app which saves consumers time and helps them make better decisions. To achieve this, we hire and retain great people, invest in the right opportunities, and leverage our unique capabilities such as early and privileged access to homebuyers and deep insight into properties.
We make the moving process easier for homebuyers by helping them save time and make better decisions about critical services, including insurance, warranty, moving, security, TV/Internet, home repair and improvement. We provide home and personal property insurance policies through our own underwriting operations in 22 states and across the U.S. with our wholly owned insurance agency.
Our multi-faceted value proposition resonates with a broad customer demographic, regardless of home price, income level, geographic location or age. We acquire our customers through a variety of channels, including at the time of a real estatehome-buying transaction, through third parties, direct-to-consumer (“DTC”), and leads from other Porch Group businesses.
We have two reportable segments: the Vertical Software segment and the Insurance segment.
Our Vertical Software segment primarily consists of a vertical software platform for the home that provides software and services to home services companies, consumers, and service providers. Through these relationships, we earn fees, and gain a competitive advantage through unique and early access to homebuyers and homeowners. This early access allows us to assist homebuyers and homeowners with critical moving services. In turn, our platform drives demand for other services. The Vertical Software segment has three types of customers: (1) home services companies, such as home inspectors, mortgage companies, and loan officers, and title companies.
We have grown the utilization our software products across these industries. These relationships provide us with early insights to a majority of United States (“U.S.”) homebuyers. In partnership with these companies, for whom we provide software and serviceshave the ability to help them make their businesses run more efficiently and grow; (2)simplify the move for consumers such as homebuyers and homeowners, whom we assist with the comparison and provision of various home services such as insurance, warranty, moving security, TV/Internet, and more.
Through our vertical software products we have unique insights into the majority of U.S. properties. This data helps feed our insurance underwriting models, better understand risk, and create competitive differentiation in underwriting.
We provide full protection for the home repair and improvement; and (3) service providers, such as moving companies, security companies, title companies, mortgage companies and TV/Internet providers, who pay us for new customer sign-ups.
Our Insurance segment, with approximately 334 thousand insurance and warranty policies in force, offers various property-related insurance policies through our risk-bearing carrier, our independent agency selling home and auto insurance for over 29 major and regional insurance companies, and our risk-bearingby including a variety of home warranty companies. Our Insurance segment also includes warranty service offeringsproducts alongside homeowners insurance. We are able to fill the gaps of protection for consumers, minimize surprises, and a captive reinsurance provider. We earn insurance policy premiums collected from insured homeowners fordeepen our insurance products, policy fees when policies are soldrelationships and renewed, and commissions when we cede premiums to reinsurance companies. Additionally, when we sell a homeowner an insurance policy through a carrier other than our own, these third-party insurance companies pay new business and renewal commissions to our insurance agency. Our Insurance segment also includes home warranty, from which we receive premiums paid by homeowners for our home warranty products.

Basis of Presentation
The unaudited condensed consolidated financial statements and accompanying notes include the accounts of the Company and its consolidated subsidiaries and were prepared in accordance with GAAP. All significant intercompany accounts and transactions are eliminated in consolidation.value proposition.
We operate inhave two reportable segments that are also our operating segments: Vertical Software and Insurance. Operating segments are identified
Vertical Software —Our Vertical Software segment provides software and services to inspection, mortgage, and title companies on a subscription and transactional basis, which was 62% of total vertical software revenue, and move and post-move services, which was 38% of total vertical software revenue for the three months ended March 31, 2024. The Vertical Software segment operates as componentsseveral key businesses, including inspection software and services, title insurance software, mortgage software, moving services, mover and homeowner marketing, and measurement software for roofers.
Insurance — Our Insurance segment provides consumers with insurance and warranty products to protect their homes, earning revenue through premiums collected on policies, policy fees and commissions. The Insurance segment includes Homeowners of an enterprise about which separate discreteAmerica (“HOA”), a wholly owned insurance carrier, Porticus Reinsurance (“Porticus RE”), our Cayman Islands captive reinsurer, and Porch Warranty, among other warranty brands.
The financial information is availableherein should be read in conjunction with the consolidated financial statements for evaluation by the chief operatingyear ended December 31, 2023, contained in our Annual Report on Form 10-K for the year ended December 31, 2023, and the Condensed Consolidated Financial Statements included in Item 1 of this Quarterly Report.

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decision-maker (“CODM”) in making decisions regarding resource allocation and assessing performance. We have determined that our Chief Executive Officer is the CODM.

Key Performance Measures and Operating Metrics
In the management of these businesses, we identify, measure and evaluate various operating metrics. The key performance measures and operating metrics used in managing the businesses are discussed below. These key performance measures and operating metrics are not prepared in accordance with generally accepted accounting principles in the United States (“GAAP”) and may not be comparable to or calculated in the same way as other similarly titled measures and metrics used by other companies.
The following table summarizes operating metrics for each of the quarterly periods indicated.
Three Months Ended September 30,
20232022Change
Three Months Ended March 31,Three Months Ended March 31,
202420242023% Change
Gross Written Premium (in millions)Gross Written Premium (in millions)$154 $157 (2)%Gross Written Premium (in millions)$83 $$115 (28)(28)%
Policies in Force (in thousands)Policies in Force (in thousands)334 391 (15)%Policies in Force (in thousands)256 376 376 (32)(32)%
Annualized Revenue per Policy (unrounded)Annualized Revenue per Policy (unrounded)$1,139 $300 280 %Annualized Revenue per Policy (unrounded)$1,375 $$612 125 125 %
Annualized Premium per Policy (unrounded)Annualized Premium per Policy (unrounded)$1,762 $1,276 38 %Annualized Premium per Policy (unrounded)$1,948 $$1,468 33 33 %
Premium Retention RatePremium Retention Rate100 %105 %
Gross Loss RatioGross Loss Ratio39 %74 %
Gross Loss Ratio
Gross Loss Ratio
Average Companies in Quarter (unrounded)Average Companies in Quarter (unrounded)30,675 30,951 (1)%
Average Revenue per Account per Month in Quarter (unrounded)$1,436 $833 72 %
Monetized Services in Quarter (unrounded)225,096 318,452 (29)%
Average Revenue per Monetized Service in Quarter (unrounded)$510 $185 176 %
Average Companies in Quarter (unrounded)
Average Companies in Quarter (unrounded)29,733 30,618 (3)%
Average Monthly Revenue per Account in Quarter (unrounded)Average Monthly Revenue per Account in Quarter (unrounded)$1,294 $951 36 %
Monetized Services (unrounded)Monetized Services (unrounded)240,557 214,097 12 %
Average Quarterly Revenue per Monetized Service (unrounded)Average Quarterly Revenue per Monetized Service (unrounded)$422 $328 29 %

Gross Written Premium — We define Gross Written Premium as the total premium written by our licensed insurance carrier(s) (before deductions for reinsurance); premiums from our home warranty offerings (for the face value of one year’s premium); and premiums of policies placed with third-party insurance companies for which we earn a commission.
Policies in Force — We define Policies in Force as the number of in-force policies at the end of the period for the Insurance segment, including policies and warranties written by us and policies and warranties written by third parties for which we earn a commission.
Annualized Revenue per Policy — We define Annualized Revenue per Policy as quarterly revenue for the Insurance segment, divided by the number of Policies in Force in the Insurance segment, multiplied by four.
Annualized Premium per Policy — We define Annualized Premium per Policy as the total direct earned premium for HOA, our insurance carrier, divided by the number of active insurance policies at the end of the period, multiplied by four.
Premium Retention Rate — We define Premium Retention Rate as the ratio of our insurance carrier’s renewed premiums over the last four quarters to base premiums, which is the sum of the preceding year’s premiums that either renewed or expired.
Gross Loss Ratio — We define Gross Loss Ratio as our insurance carrier’s gross losses divided by the gross earned premium for the respective period.period on an accident year basis.
Average Companies in Quarter — We define Average Companies in Quarter as the straight-line average of the number of companies as of the end of period compared with the beginning of period across all of our home services verticals that (i) generate recurring revenue and (ii) generated revenue in the quarter. For new acquisitions, the number of companies is determined in the initial quarter based on the percentage of the quarter the acquired business is a part of Porch.
Average Monthly Revenue per Account per Month in Quarter — We view our ability to increase revenue generated from existing customers as a key component of our growth strategy. Average Monthly Revenue per Account per Month in Quarter is defined as the average revenue per month generated across all home services company customer accounts in a quarterly period. Average Monthly Revenue per Account per Month in Quarter is derived from all customers and total revenue.
Monetized Services in Quarter — We connect consumers with home services companies nationwide and offer a full range of products and services where homeowners can, among other things: (1) compare and buy home insurance policies
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(along (along with auto, flood and umbrella policies) and warranties with competitive rates and coverage; (2) arrange for a variety of services in connection with their move, from labor to load or unload a truck to full-service, long-distance moving services; (3) discover and install home automation and security systems; (4) compare internet and television options for their new home; (5) book small handyman jobs at fixed, upfront prices with guaranteed quality; and (6) compare bids from home
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improvement professionals who can complete bigger jobs. We track the number of monetized services performed through our platform each quarter and the revenue generated per service performed in order to measure market penetration with homebuyers and homeowners and our ability to deliver high-revenue services within those groups. Monetized Services in Quarter is defined as the total number of unique services from which we generated revenue, including, but not limited to, new and renewing insurance and warranty customers, completed moving jobs, security installations, TV/Internet installations or other home projects, measured over a quarterlythe period.
Average Quarterly Revenue per Monetized Service in Quarter — We believe that shifting the mix of services delivered to homebuyers and homeowners toward higher revenue services is an important component of our growth strategy. Average Quarterly Revenue per Monetized Services in QuarterService is the average revenue generated per monetized service performed in a quarterly period. When calculating Average Quarterly Revenue per Monetized Service, in Quarter, average revenue is defined as total quarterly service transaction revenues generated from monetized services.

Recent Developments
Share RepurchasesRecoveries of Losses on Terminated Reinsurance Contract
In October 2022, our board of directors approved a share repurchase program authorizing management to repurchase up to $15 million of our common stock and/or convertible notes. Repurchases under this program were permitted from time to time on the open market between November 10, 2022, and June 30, 2023, at prevailing market prices, in privately negotiated transactions, in block trades, and/or through other permissible means. During the firstsecond quarter of 2023, HOA discovered that Vesttoo Ltd (“Vesttoo”), which arranged capital for one of our reinsurance contracts, faced allegations of fraudulent activity in connection with collateral it provided to HOA and certain other third parties, which allegations have since been confirmed. We have communicated and met with regulators and other key stakeholders regarding the evolving situation. This reinsurance agreement provided partial quota share coverage as well as up to approximately $175 million in a catastrophic event.
As a result of its findings, and in accordance with the terms of the reinsurance agreement, HOA terminated the associated contract on August 4, 2023, with an effective date of July 1, 2023. Had the contract not been terminated, the contract would have expired on December 31, 2023, and HOA would have been contracted to pay approximately $20 million in additional premium payments during July through December 2023. Following the effective date of the termination, HOA seized available liquid collateral in the amount of approximately $47.6 million from a reinsurance trust, of which HOA was the beneficiary and recognized a charge of $36.0 million in provision for doubtful accounts in the Condensed Consolidated Statements of Operations and Comprehensive Loss for the year ended December 31, 2023. In addition, HOA is evaluating and intends to pursue all available legal claims and remedies to enforce its rights under the letter of credit required by the reinsurance agreement in the amount of $300 million as additional collateral. We are also seeking recovery of all losses and damages incurred as a result of terminating the reinsurance agreement due to allegations of fraudulent activity by third parties.
On January 19, 2024, we entered into a five-year business collaboration agreement with Aon Corp. and Aon Re, Inc. ("Aon"), resulting in payments to us of approximately $25 million in January 2024 and additional cash payments through the end of the contract term. Of the cash payments that we have or will receive through the end of the contract term, $8.7 million is non-refundable and immediately recognized in other income, net in the Condensed Consolidated Statements of Operations and Comprehensive Loss. A portion of the remaining amount is potentially refundable to Aon if we breach the agreement, including if we directly or indirectly place reinsurance with brokers unaffiliated with Aon, subject to customary cure rights. The remaining amount will be recognized in other income, net, over the term of the agreement. As part of this agreement, Aon and Porch also signed a mutual release of claims arising from the Vesttoo fraud. Porch has not released any claims against non-Aon parties related to these matters and intends to vigorously pursue recovery. In addition to this arrangement, we have also received cash recoveries from other parties in the amount of $3.0 million during the three months ended March 31, 2024.
There can be no guarantee or assurance that HOA will be successful in obtaining sufficient supplemental coverage. Regardless of whether additional supplemental coverage is obtained, HOA will continue to remain responsible and committed with respect to all claims and claim settlement expenses under its policies, including claims incurred but not yet reported for prior periods and claims and expenses that are no longer subject to the reimbursement rights in favor of HOA under the terminated reinsurance contract.
Debt Repurchase
In February 2024, we repurchased 1,396,158 shares with$8.0 million aggregate principal amount of our 2026 Notes. We paid $3.0 million, or 37.5% of par value, plus accrued interest. We recognized a total cost$4.9 million gain on extinguishment of $3.1debt, calculated as the difference between the reacquisition price and the net carrying amount of the portion of the 2026 Notes that was extinguished.
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Sales of Business
On January 31, 2024, we sold our insurance agency, Elite Insurance Group (“EIG”). The estimated price is $12.2 million (including commissions).of which we have received $10.3 million in cash and recorded a receivable of $1.8 million as of March 31, 2024. We did not repurchase any sharesrecorded an estimated loss of $5.2 million in other income, net, in the Condensed Consolidated Statements of Operations and Comprehensive Loss. The final price and amount of loss on sale will be determined after post-closing adjustments have been finalized, which is expected to occur in the second quarter of 2023 prior to the termination of the repurchase program.2024.
Reciprocal Exchange
On March 20,In 2023, we filed an application to form and license a Texas reciprocal exchange (the “Reciprocal”) with the Texas Department of Insurance (“TDI”). If approved by the TDI, our insurance underwriting business will be conducted through the Reciprocal. A Porch subsidiary would serve as the operator (or “attorney-in-fact”) for the Reciprocal. In that role it would perform underwriting, claims, and management services for the Reciprocal and receive a management fee calculated as a percentage of its premiums. Porch subsidiaries would act as general agents for the Reciprocal and HOA and would receive fees and commissions. There can be no assurance that the Reciprocal will receive regulatory approval, and if obtained, that the approval would be based on terms as proposed or subject to additional requirements that may not be acceptable to us. If the application is approved, we willintend to launch Porch Insurance, a new brand and product to be offered by the Reciprocal, including unique benefits for consumers such as a free 90-day warranty and proprietary discounts to customers within the Porch ecosystem.
In the third quarter of 2023, after allegations of fraudulent activity by others in the industry (see “Terminated Reinsurance Contract” section below), HOA was placed under supervision by the TDI following the release of HOA’s statutory accounts which reflected a charge for balances deemed uncollectible as a result of the fraud allegations. Subsequently, HOA’s rating agency, Demotech, withdrew its financial stability rating. We have worked closely with the TDI to restore HOA’s surplus to an appropriate level following HOA’s placement under TDI supervision and made a $57 million cash investment into HOA to increase surplus in exchange for a $49 million surplus note, with interest and principal payments, and the purchase of all rights from HOA for potential claims related to the fraud connected to Vesttoo and others. In addition, HOA submitted a formal operational plan to the TDI for its review and has worked closely with both the TDI and Demotech to resolve their concerns to exit supervision and regain its financial stability rating. On November 2, 2023, the TDI released HOA from regulatory supervision. The TDI is satisfied with HOA’s capital surplus, financials, and operating plan following Porch Group’s $57 million cash investment into HOA. HOA is in ongoing discussions with Demotech following its release from regulatory supervision and hopes Demotech will restore its financial stability rating soon. The rating withdrawal did not have a material impact on third quarter 2023 financial performance.

Convertible Notes Financing
In April 2023, we issued $333 million of 6.75% Senior Secured Convertible Notes due in 2028 (the “2028 Notes”) in a private placement transaction. We used a portion of the net proceeds from the 2028 Notes to repurchase $200 million of the 2026 Notes and to fund the repayment of $9.7 million outstanding under a term loan facility. The transaction delivered additional liquidity while minimizing dilution.
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Weather Events
The second and third quarters of 2023 saw extreme weather events, including wind, thunderstorms, and hail. Extreme weather in Texas this year resulted in record levels of industry-wide claims. These extreme weather events compared to historic trends negatively impacted our operating results in the second quarter within the Insurance Segment by approximately $26 million, net of third-party reinsurance.
Terminated Reinsurance Contract
In the third quarter of 2023, HOA, a subsidiary of Porch Group, discovered that Vesttoo Ltd (“Vesttoo”), which arranged capital for one of our reinsurance contracts, faced allegations of fraudulent activity in connection with collateral it provided to HOA and certain other third parties. We have communicated and met with regulators and other key stakeholders regarding the evolving situation. This reinsurance agreement provided partial quota share coverage as well as up to approximately $175 million in a catastrophic event.
As a result of its findings, and in accordance with the terms of the reinsurance agreement, HOA terminated the associated contract on August 4, 2023, with an effective date of July 1, 2023. Had the contract not been terminated, the contract would have expired on December 31, 2023, and HOA would have been contracted to pay approximately $20 million in additional premium payments during July through December 2023. Following the effective date of the termination, HOA seized available liquid collateral in the amount of approximately $47.6 million from a reinsurance trust, of which HOA was the beneficiary. In addition, HOA is evaluating and intends to pursue all available legal claims and remedies to enforce its rights under the letter of credit required by the reinsurance agreement in the amount of $300 million as additional collateral. We are also seeking recovery of all losses and damages incurred as a result of terminating the reinsurance agreement due to allegations of fraudulent activity by third parties.
In the second quarter of 2023, we recognized a charge of $48.2 million in provision for doubtful accounts in the unaudited condensed consolidated statements of operations, calculated as the net asset due under the reinsurance contract (as we have the legal right of offset) of $95.8 million as of June 30, 2023, before adjustment, less the $47.6 million collateral received from a trust in July 2023. During the third quarter of 2023, we experienced improvement in loss reserves, which reduced the amount of the reinsurance recoverable by approximately $7.0 million.
HOA has secured supplemental reinsurance coverage in the amount of approximately $166 million, replacing nearly all of the reinsurance coverage for certain catastrophic weather events that was in place under the terminated reinsurance contract. HOA is currently seeking additional supplemental reinsurance coverage in order to maintain adequate coverage in future periods against potential excess losses in the event of a severe weather event for which it has not obtained supplemental coverage and to satisfy regulatory and rating agency requirements. As of September 30, 2023, HOA’s statutory surplus was $53.3 million.
There can be no guarantee or assurance that HOA will be successful in obtaining sufficient supplemental coverage. Regardless of whether additional supplemental coverage is obtained, HOA will continue to remain responsible and committed with respect to all claims and claim settlement expenses under its policies, including claims incurred but not yet reported for prior periods and claims and expenses that are no longer subject to the reimbursement rights in favor of HOA under the terminated reinsurance contract.
Please see Part II, Item 1A. “Risk Factors” for specific risks related to the termination of this reinsurance contract.

Results of Operations

Key Factors Affecting Operating Results
We have been implementing our strategy as a vertical software platform for the home by providing software and services to approximately 3130 thousand pre-and-post move home service providers including inspectors, real estate, title, and mortgage companies. Our Insurance segment continues to grow in scale through both premium growth and geographic expansion. The following key factors affected our operating results in the three and nine months ended September 30, 2023:March 31, 2024:
We continued our insurance profitability actions by not renewing certain higher risk policies, increasing premiums per policy by 33%, and lower reinsurance ceding. These initiatives have allowed us to achieve a gross combined loss ratio of 97% and a current accident year gross loss ratio of 71%.
We continued our cost savings initiatives by hiring highly qualified individuals to replace external contracting services.
We had cash recoveries on terminated reinsurance contracts of approximately $28 million.
We repurchased $8.0 million of our 2026 Convertible Notes for $3.0 million, or 37.5% of par value.
The U.S. housing market continues to see impacts from higher interest rates, existing home inventory tightening, and affordability challenges that are impacting the Vertical Software segment. Existing home sales have declined by 17% and 21%3.5% for the three and nine months ended September 30, 2023,March 31, 2024, compared to the same periods in prior year.
In March 2023, we completed the acquisitions of the Florida and California operations of Residential Warranty Services (“RWS”). We had previously completed the acquisition of substantially all of the operations of RWS on
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April 1, 2022, otherISN, Porch’s largest inspection brand, implemented price increases, following more than the operations located in Florida and California which were delayed pending regulatory approval.
In March 2023, we filed an application for a Reciprocal Exchange with the TDI.
We continued our insurance strategic initiatives by not renewing certain higher risk policies. We are focused on improving overall underwriting performance by increasing premiums and claim deductibles where appropriate.
In February 2023, we successfully launched Porch Warranty offering.
Our warranty business entered new partnerships with certain businesses where we utilize a co-branded journey to provide exclusive home service offerings to utility customers, including warranties.
We continue to develop software for customers, including the expansion of our suite of solutions for customers and partners at Floify. A new module version was rolled out within Rynoh, and a new version of report writer for inspectors was launched as part of the home inspection solution.
Our moving business launched a “Fixed Price” product which makes the moving journey simpler for moving companies and consumers.
We have rolled out our app to all eligible ISN companies, with the recall check monitoring being popular with consumers.20 feature enhancements.
We are now approved in 1213 states to use our unique data to improve risk accuracy in pricing policies for our customers. This means we can charge a lower price for policies which are low-risk and more accurately price higher risk policies.
We are expanding our distribution channels by partnering with third-party insurance agencies and sharing commissions. We send them customer leads, enabling them to access Porch’s unique and valuable customer ecosystem to grow their businesses and enabling us to expand our insurance distribution capacity.
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Three Months Ended September 30, 2023,March 31, 2024, compared to the Three Months Ended September 30, 2022March 31, 2023
Consolidated Results
Three Months Ended March 31,Three Months Ended March 31,
202420242023$ Change% Change
Three Months Ended September 30,
20232022$ Change% Change
(dollar amounts in thousands)
(dollar amounts in thousands)
(dollar amounts in thousands)
(dollar amounts in thousands)
RevenueRevenue$129,556 $77,353 $52,203 67 %Revenue$115,443 $$87,369 $$28,074 32 32 %
Operating expenses:Operating expenses:
Cost of revenue
Cost of revenue
Cost of revenueCost of revenue52,961 32,940 20,021 61 %75,844 51,275 51,275 24,569 24,569 48 48 %
Selling and marketingSelling and marketing40,135 30,580 9,555 31 %Selling and marketing33,948 32,585 32,585 1,363 1,363 %
Product and technologyProduct and technology14,446 14,437 — %Product and technology13,920 13,950 13,950 (30)(30)— — %
General and administrativeGeneral and administrative28,659 25,083 3,576 14 %General and administrative26,399 26,066 26,066 333 333 %
Provision for (recovery of) doubtful accounts(6,844)174 (7,018)(4,033)%
Impairment loss on intangible assets and goodwill
Impairment loss on intangible assets and goodwill
Impairment loss on intangible assets and goodwillImpairment loss on intangible assets and goodwill— 57,057 (57,057)(100)%— 2,021 2,021 (2,021)(2,021)(100)(100)%
Total operating expensesTotal operating expenses129,357 160,271 (30,914)(19)%Total operating expenses150,111 125,897 125,897 24,214 24,214 19 19 %
Operating income (loss)199 (82,918)83,117 (100)%
Operating lossOperating loss(34,668)(38,528)3,860 (10)%
Other income (expense):Other income (expense):
Interest expenseInterest expense(10,267)(2,152)(8,115)377 %
Change in fair value of earnout liability— 43 (43)(100)%
Interest expense
Interest expense(10,787)(2,188)(8,599)393 %
Change in fair value of private warrant liability
Change in fair value of private warrant liability
Change in fair value of private warrant liabilityChange in fair value of private warrant liability260 124 136 110 %(425)345 345 (770)(770)(223)(223)%
Change in fair value of derivativesChange in fair value of derivatives510 — 510 N/AChange in fair value of derivatives1,483 — — 1,483 1,483 N/AN/A
Gain on extinguishment of debtGain on extinguishment of debt4,891 — 4,891 N/A
Investment income and realized gains, net of investment expensesInvestment income and realized gains, net of investment expenses2,485 335 2,150 642 %Investment income and realized gains, net of investment expenses3,644 758 758 2,886 2,886 381 381 %
Other income, netOther income, net1,185 70 1,115 1,593 %Other income, net22,678 762 762 21,916 21,916 2,876 2,876 %
Total other expense(5,827)(1,580)(4,247)269 %
Total other income (expense)Total other income (expense)21,484 (323)21,807 (6,751)%
Loss before income taxesLoss before income taxes(5,628)(84,498)78,870 (93)%Loss before income taxes(13,184)(38,851)(38,851)25,667 25,667 (66)(66)%
Income tax benefit (provision)Income tax benefit (provision)(116)22 (138)(627)%Income tax benefit (provision)(178)111 111 (289)(289)(260)(260)%
Net lossNet loss$(5,744)$(84,476)$78,732 (93)%Net loss$(13,362)$$(38,740)$$25,378 (66)(66)%

Revenue. Total revenue increased by $52.2$28.1 million, or 67%32%, from $77.4$87.4 million in the three months ended September 30, 2022,March 31, 2023, to $129.6$115.4 million in the three months ended September 30, 2023,March 31, 2024, driven by revenue in our Insurance segment as a result of increases in per-policy premiums and lower reinsurance ceding.ceding and an increase in average premium per policy. This increase was partially offset by a 24%4%, or $10.7$1.1 million, decrease in revenue in our Vertical Software segment due to a 17%3.5% reduction in year-over-year industry home sales which adversely affected our moving business in particular.
Cost of revenue. Cost of revenue increased by $20.0$24.6 million, or 61%48%, from $32.9$51.3 million in the three months ended September 30, 2022,March 31, 2023, to $53.0$75.8 million in the three months ended September 30, 2023.March 31, 2024. The increase was primarily the result of the reduction in reinsurance ceding and the 2022 acquisition of the RWS warranty business, all in the Insurance Segment. In the latter half of the third quarter of 2023, a Texas hail storm and Hurricane Idalia in Georgia and South Carolina resulted in a negative impact of approximately $8 million. As a percentage of revenue, cost of revenue represented 41%66% of revenue in the three months ended September 30, 2023,March 31, 2024, compared with 43%59% in the three months ended September 30, 2022.
Selling and marketing. Selling and marketing expenses increased by $9.6 million, or 31%, from $30.6 million in the three months ended September 30, 2022, to $40.1 million in the three months ended September 30,March 31, 2023. A $13.5 million increase in the Insurance segment’s variable policy acquisition and marketing expenses due to lower reinsurance ceding was partially offset by a decrease in Vertical Software segment costs consistent with the decrease in revenue in that segment. As a percentage of revenue, selling and marketing expenses represented 31% of revenue in the three months ended September 30, 2023 compared with 40% in the three months ended September 30, 2022.
General and administrative. General and administrative expenses increased by $3.6 million, or 14%, from $25.1 million in three months ended September 30, 2022, to $28.7 million in the three months ended September 30, 2023, primarily due to increases in Insurance segment expenses, including a $0.5 million increase in legal expenses for recovery of reinsurance
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contracts, $0.6 million related to a new policy management software in the Insurance segment, and $1.2 million for a tax assessment from the TDI. Overall, the increase in general and administrative expense was partially offset by a decrease in corporate expenses, which are a subcomponent of general and administrative expenses. As a percentage of revenue, general and administrative expenses represented 22% of revenue in the three months ended September 30, 2023, compared with 32% in the three months ended September 30, 2022.
Provision for (recovery of) doubtful accounts. In the second quarter of 2023, we charged to provision for doubtful accounts approximately $48.2 million of reinsurance balance due from a reinsurer as described in Note 10 of the notes to the unaudited condensed consolidated financial statements. In the third quarter of 2023, we reduced the provision for doubtful accounts related to Vesttoo by $7.0 million after experiencing improvement in loss reserves. There was no significant write-off of reinsurance balance due in the same period last year.
Impairment loss on intangible assets and goodwill. In the three months ended September 30, 2022,March 31, 2023, we recorded impairment losses on intangible assets and goodwill totaling $57.1$2.0 million which included a $39.4 million goodwill impairment in our Insurance segment and a $17.7 million intangible impairment in our Vertical Software segment. These impairment charges reflected inflationary pressures our common stock value, and broad disruptionsa deterioration of the macroeconomic environment in the equity markets, specifically for technologyhousing and property and casualty insurance companies.real estate industry. There were no impairment losses on intangible assets and goodwill in the three months ended September 30, 2023.March 31, 2024.
Interest expense. Interest expense increased by $8.1$8.6 million, or 377%393%, from $2.2 million in the three months ended September 30, 2022,March 31, 2023, to $10.3$10.8 million in the three months ended September 30, 2023.March 31, 2024. The increase is mainly due to interest at a higher weighted average rate on a higher aggregate debt balance after issuance of the 2028 Notes in April 2023. The non-cash amortization of debt discount and issuance costs also contributed to the increase.
Change in fair value of derivatives. In connection with the issuance of the 2028 Notes in April 2023 and in accordance with GAAP, certain features of the notes were bifurcated and accounted for separately from the notes. These features are recorded as derivatives, and changes in their fair value are recognized in net loss each period. There were no corresponding derivatives in prior year.
Investment income and realized gains, net of investment expenses. Investment income and realized gains, net of investment expenses, were $2.5 million and $0.3 million in the three months ended September 30, 2023 and 2022, respectively. Total investments balance was $115.4 million at September 30, 2023, and $62.6 million at September 30, 2022. A higher investment balance was the primary reason for the increased investment income.
Other income, net. Other income, net, increased by $1.1 million from $0.1 million in the three months ended September 30, 2022, to $1.2 million in the three months ended September 30, 2023. The increase is due to interest income earned on higher cash balances in higher yield accounts.
Income tax benefit (provision). Income tax provision of $0.1 million and income tax benefit of less than $0.1 million were recognized for the three months ended September 30, 2023 and 2022, respectively. The difference between the effective tax rate and the U.S. statutory rate of 21% was primarily due to a full valuation allowance related to our net deferred tax assets in both periods.
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Segment Results
SEGMENT REVENUE
The following table summarizes revenue by segment for the three months ended September 30, 2023 and 2022.
Three Months Ended September 30,
20232022$ Change% Change
Vertical Software segment
Software and service subscriptions$17,307 $18,086 $(779)(4)%
Move-related transactions12,488 21,569 (9,081)(42)%
Post-move transactions4,533 5,364 (831)(15)%
Total Vertical Software segment revenue34,328 45,019 (10,691)(24)%
Insurance segment
Insurance and warranty premiums, commissions and policy fees95,228 32,334 62,894 195 %
Total Insurance segment revenue95,228 32,334 62,894 195 %
Total revenue$129,556 $77,353 $52,203 67 %

For the three months ended September 30, 2023, Vertical Software segment revenue was $34.3 million or 26% of total revenue. For the three months ended September 30, 2022, Vertical Software segment revenue was $45.0 million or 58% of total revenue. The decrease in Vertical Software segment revenue was primarily driven by a 17% reduction in year-over-year industry home sales which adversely affected our moving business and to a lesser extent our software business.
Insurance segment revenue was $95.2 million or 74% of total revenue for the three months ended September 30, 2023. Insurance segment revenue was $32.3 million or 42% of total revenue for the three months ended September 30, 2022. The increase is mainly driven by higher warranty sales as well as a 38% increase in Annualized Premium per Policy and lower reinsurance ceding. As of September 30, 2023, we had 334 thousand Policies in Force, a 15% decrease compared to 391 thousand Policies in Force as of September 30, 2022. The decrease in the number of Policies in Force resulted from non-renewals of policies that are expected to be unprofitable. We reduced premiums ceded during the current quarter, resulting in higher revenue. Approximately half of the revenue growth in the Insurance segment was due to less ceding to Vesttoo.
SEGMENT ADJUSTED EBITDA (LOSS)
Segment Adjusted EBITDA (Loss) is defined as revenue less the following expenses associated with each segment: cost of revenue, sales and marketing, product and technology, general and administrative expenses, and provision for doubtful accounts. Segment Adjusted EBITDA (Loss) also excludes non-cash items or items that management does not consider reflective of ongoing core operations. See Note 14, Segment Information, in the notes to the unaudited condensed consolidated financial statements included in Part I, Item 1, of this Quarterly Report for reconciliations to GAAP consolidated financial information for the periods presented.
The following table summarizes Segment Adjusted EBITDA (Loss) for the three months ended September 30, 2023 and 2022.
Three Months Ended September 30,
20232022$ Change% Change
Segment Adjusted EBITDA (Loss):
Vertical Software$3,179$5,545$(2,366)(43)%
Insurance19,038 (859)19,897 (2316)%
Subtotal22,217 4,68617,531374%
Corporate and other(13,378)(15,592)2,214 (14)%
Adjusted EBITDA (Loss)$8,839 $(10,906)$19,745 (181)%

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Our Insurance segment had a Segment Adjusted EBITDA (Loss) of $19.0 million in the third quarter of 2023, representing 215% of Adjusted EBITDA (Loss) for the same period. The improvement over the same period last year was due to continued focus on underwriting performance, including premium per policy increases, increasing deductibles, and introducing certain coverage exclusions for select risks to offset claims losses and reinsurance costs. We reduced premiums ceded during the current quarter, resulting in more favorable Adjusted EBITDA (Loss). Approximately $2 million of the favorable change in Adjusted EBITDA (Loss) in the Insurance segment resulted from ceding less premium to Vesttoo.
Vertical Software Segment Adjusted EBITDA (Loss) was $3.2 million in the third quarter of 2023, which declined compared to prior year due to the soft housing market, declines in the moving and corporate relocation industries, and inflationary pressures in fixed costs.
Corporate expenses were $13.4 million in the third quarter of 2023, a $2.2 million decrease from the same period in the prior year due to a concerted effort to lower professional fees. Corporate expenses decreased to 10% of total revenue for the three-month period ended September 30, 2023, from 20% in the same period in the prior year.

Nine Months Ended September 30, 2023, compared to the Nine Months Ended September 30, 2022
Consolidated Results
Nine Months Ended September 30,
20232022$ Change% Change
(dollar amounts in thousands)
Revenue$315,690 $211,835 $103,855 49 %
Operating expenses:
Cost of revenue185,566 87,407 98,159 112 %
Selling and marketing107,357 85,817 21,540 25 %
Product and technology43,891 44,446 (555)(1)%
General and administrative77,267 79,979 (2,712)(3)%
Provision for (recovery of) doubtful accounts42,111 381 41,730 10,953 %
Impairment loss on intangible assets and goodwill57,232 57,057 175 — %
Total operating expenses513,424 355,087 158,337 45 %
Operating loss(197,734)(143,252)(54,482)38 %
Other income (expense):
Interest expense(21,230)(6,504)(14,726)226 %
Change in fair value of earnout liability— 13,809 (13,809)(100)%
Change in fair value of private warrant liability620 14,391 (13,771)(96)%
Change in fair value of derivatives(2,440)— (2,440)N/A
Gain on extinguishment of debt81,354 — 81,354 N/A
Investment income and realized gains, net of investment expenses4,492 775 3,717 480 %
Other income (expense), net3,525 (37)3,562 (9,627)%
Total other income66,321 22,434 43,887 196 %
Loss before income taxes(131,413)(120,818)(10,595)%
Income tax provision(34)(268)234 (87)%
Net loss$(131,447)$(121,086)$(10,361)%

Revenue. The overall 49% increase in year-to-date revenue compared to the same period last year was primarily driven by the 143%, or $128.4 million, increase in revenue in our Insurance segment as a result of increases in per-policy premiums and lower reinsurance ceding. This increase was partially offset by a 20%, or $24.6 million, decrease in revenue in our Vertical Software segment due to a 21% reduction in year-over-year industry home sales which adversely affected our moving business, in particular.
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Cost of revenue. The 112% increase in year-to-date cost of revenue was primarily a result of the strategic reduction in reinsurance ceding and increased insurance claims costs due to catastrophic weather events. The RWS warranty business acquired in 2022 resulted in $1.2 million additional cost of revenue in the current year-to-date period when compared to prior year. As a percentage of revenue, cost of revenue represented 59% of revenue in the nine months ended September 30, 2023, compared with 41% in the same period of 2022.
Selling and marketing. The 25% increase in year-to-date selling and marketing expenses compared to prior year is due to higher costs in the Insurance segment’s variable policy acquisition and marketing expenses related to lower ceding percentages. As a percentage of revenue, selling and marketing expenses represented 34% of revenue in the current year-to-date period compared to 41% of revenue in the same period last year.
General and administrative. General administrative expenses for the nine months ended September 30, 2023, decreased by $2.7 million, or 3%, compared to the same period last year. The decrease was primarily due a concerted effort to lower professional fees and lower investment in corporate resources and systems in 2023.
Provision for (recovery of) doubtful accounts. In the nine months ended September 30, 2023, we charged to provision for doubtful accounts approximately $41.2 million of reinsurance balance due from a reinsurer as described in Note 10 of the notes to the unaudited condensed consolidated financial statements.
Impairment loss on intangible assets and goodwill. In the second quarter of 2023, we recorded a goodwill impairment charge of $55.2 million in our Insurance segment. In the first quarter of 2023, we recorded a $2.0 million impairment charge on intangible assets in our Vertical Software segment. These impairments follow a sustained decrease in stock price, increased costs due to inflationary pressures, hardening of the reinsurance markets, volatile weather, and a deterioration of the macroeconomic environment in the housing and real estate and insurance industries. In the nine months ended September 30, 2022, we recorded impairment losses on intangible assets and goodwill totaling $57.1 million, which included a $39.4 million goodwill impairment in our Insurance segment and a $17.7 million intangible impairment in our Vertical Software segment. These impairment charges reflected inflationary pressures, our common stock value, and broad disruptions in the equity markets, specifically for technology and property and casualty insurance companies.
Interest expense. Year-to-date interest expense, increased by $14.7 million, or 226%, from $6.5 million in the same period in 2022. The increase is mainly due to interest at a higher weighted average rate on a higher aggregate debt balance after issuance of the 2028 Notes in April 2023. The non-cash amortization of debt discount and issuance costs also contributed to the increase.
Change in fair value of earnout liability. The fair value of the earnout liability changed more in the nine months ended September 30, 2022, than in the same period this year. The decrease in our common stock price drove the change and was more pronounced in 2022 than in 2023.
Change in fair value of private warrant liability. The fair value of the private warrant liability changed moreincreased in the ninethree months ended September 30, 2022, thanMarch 31, 2024, compared to a decrease in the same period this year.three months ended March 31, 2023. The decreaseincrease in our common stock price drove the change and was more pronouncedfor the three months ended March 31, 2024, compared with a decrease in 2022 than instock price for the three months ended March 31, 2023.
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Change in fair value of derivatives. In connection with the issuance of the 2028 Notes in April 2023 and in accordance with GAAP, certain features of the notes were bifurcated and accounted for separately from the notes. These features are recorded as derivatives, and changes in their fair value are recognized in net loss each period. There were no corresponding derivatives in prior year.
Gain on extinguishment of debt. In connection with the partial repurchase of the 2026 Notes, we recognized an $81.4$4.9 million gain on extinguishment of debt. See Note 7 in the notes to the unaudited condensed consolidated financial statements.
Investment income and realized gains, net of investment expenses. Investment income and realized gains, net of investment expenses, were $4.5$3.6 million and $0.8 million in the ninethree months ended September 30,March 31, 2024 and 2023, and 2022, respectively. Total investments balance was $115.4$134.1 million at September 30, 2023,March 31, 2024, and $62.6$93.1 million at September 30, 2022.March 31, 2023. A higher investment balance was the primary reason for the increased investment income.
Other income, (expense), net. Other income, (expense), net, increased by $3.6$21.9 million from less than $0.1$0.8 million in the ninethree months ended September 30, 2022,March 31, 2023, to $3.5$22.7 million in the ninethree months ended September 30, 2023.March 31, 2024. The increase is due to larger cash balancesrecoveries of losses on reinsurance contract of $12.6 million and gain on settlement of contingent consideration of $14.9 million. These are offset by loss on the sale of EIG business of $5.2 million. See Note 12 in higher yield accounts.the notes to the unaudited condensed consolidated financial statements for detail of other income, net, for each period presented.
Income tax provision. Income tax provision of less than $(0.1) million and income tax provision of $(0.3) million was recognized for the nine months ended September 30, 2023 and 2022, respectively. The difference between the effective tax rate and the U.S. statutory rate of 21% was primarily due to a full valuation allowance related to our net deferred tax assets in both periods.
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Segment Results
SEGMENT REVENUE
The following table summarizes revenue by segment for the ninethree months ended September 30, 2023March 31, 2024 and 2022.2023.
Nine Months Ended September 30,
20232022$ Change% Change
Three Months Ended March 31,Three Months Ended March 31,
202420242023$ Change% Change
Vertical Software segmentVertical Software segment
Software and service subscriptions
Software and service subscriptions
Software and service subscriptionsSoftware and service subscriptions$51,640 $55,164 $(3,524)(6)%$16,936 $$16,809 $$127 %
Move-related transactionsMove-related transactions32,503 51,155 (18,652)(36)%Move-related transactions6,474 7,769 7,769 (1,295)(1,295)(17)(17)%
Post-move transactionsPost-move transactions13,247 15,644 (2,397)(15)%Post-move transactions4,085 4,049 4,049 36 36 %
Total Vertical Software segment revenueTotal Vertical Software segment revenue97,390 121,963 (24,573)(20)%Total Vertical Software segment revenue27,495 28,627 28,627 (1,132)(1,132)(4)(4)%
Insurance segmentInsurance segment
Insurance segment
Insurance segment
Insurance and warranty premiums, commissions and policy fees
Insurance and warranty premiums, commissions and policy fees
Insurance and warranty premiums, commissions and policy feesInsurance and warranty premiums, commissions and policy fees218,300 89,872 128,428 143 %87,948 58,742 58,742 29,206 29,206 50 50 %
Total Insurance segment revenueTotal Insurance segment revenue218,300 89,872 128,428 143 %Total Insurance segment revenue87,948 58,742 58,742 29,206 29,206 50 50 %
Total revenueTotal revenue$315,690 $211,835 $103,855 49 %
Total revenue
Total revenue$115,443 $87,369 $28,074 32 %

For the ninethree months ended September 30,March 31, 2024, Vertical Software segment revenue was $27.5 million or 24% of total revenue. For the three months ended March 31, 2023, Vertical Software segment revenue was $97.4$28.6 million or 31% of total revenue. For the nine months ended September 30, 2022, Vertical Software segment revenue was $122.0 million or 58%33% of total revenue. The decrease in Vertical Software segment revenue is mainlywas primarily driven by a 21%3.5% reduction in year-over-year industry home sales which adversely affected our moving business.
Insurance segment revenue was $218.3$87.9 million or 69%76% of total revenue for the ninethree months ended September 30, 2023.March 31, 2024. Insurance segment revenue was $89.9$58.7 million or 42%67% of total revenue for the ninethree months ended September 30, 2022.March 31, 2023. The increase is mainly driven by higher warranty sales and renewals as well as increases in per-policy premiums and lower reinsurance ceding. As of September 30, 2023, we had 334 thousand Policiesceding and a 33% increase in Force, a 15% decrease compared to 391 thousand Policies in Force as of September 30, 2022. The decrease in the number of Policies in Force resulted from non-renewals of policies that are expected to be unprofitable. We reduced premiums ceded during the current year, resulting in higher revenue.Annualized Premium per Policy.
SEGMENT ADJUSTED EBITDA (LOSS)
Segment Adjusted EBITDA (Loss) is defined as revenue less the following expenses associated with each segment: cost of revenue, salesselling and marketing, product and technology, and general and administrative expenses, and provision for doubtful accounts.expenses. Segment Adjusted EBITDA (Loss) also excludes non-cash items or items that management does not consider reflective of ongoing core operations. See Note 14,16, Segment Information, in the notes to the unaudited condensed consolidated financial statements included in Part I, Item 1, of this Quarterly Report for reconciliations to GAAP consolidated financial information for the periods presented.
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The following table summarizes Segment Adjusted EBITDA (Loss) for the ninethree months ended September 30, 2023March 31, 2024 and 2022.2023.
Nine Months Ended September 30,
20232022$ Change% Change
Three Months Ended March 31,Three Months Ended March 31,
202420242023$ Change% Change
Segment Adjusted EBITDA (Loss):Segment Adjusted EBITDA (Loss):
Vertical Software
Vertical Software
Vertical SoftwareVertical Software$4,599$14,081$(9,482)(67)%$1,123$(396)$1,519(384)%
InsuranceInsurance(19,328)(6,253)(13,075)209 %Insurance(2,885)(7,185)(7,185)4,300 4,300 (60)(60)%
SubtotalSubtotal(14,729)7,828(22,557)(288)%Subtotal(1,762)(7,581)(7,581)5,819(77)%
Corporate and otherCorporate and other(41,448)(44,094)2,646 (6)%Corporate and other(15,026)(14,301)(14,301)(725)(725)%
Adjusted EBITDA (Loss)Adjusted EBITDA (Loss)$(56,177)$(36,266)$(19,911)55 %Adjusted EBITDA (Loss)$(16,788)$$(21,882)$$5,094 (23)(23)%

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Our Insurance segment had a Segment Adjusted EBITDA (Loss) of $(19.3)$2.9 million in the nine months ended September 30, 2023, compared to $(6.3) million infirst quarter of 2024, representing 17% of Adjusted EBITDA (Loss) for the same period last year. This was a larger loss thanperiod. The improvement over the same period last year due to extreme weather events in 2023 and hardened reinsurance markets. Ourwas a result of our insurance carrier continues to focus on underwriting performance,profitability actions, including premium per policy increases of 33%, increasing deductibles, and introducing certain coverage exclusions for select risks, and a reduction in ceded reinsurance. See Note 10 in the notes to lower lossthe unaudited condensed consolidated financial statements for tabular presentation of premiums and reinsurance costs. We reduced premiums ceded during the current year, resulting in more favorable Adjusted EBITDA (Loss).net losses.
Vertical Software Segment Adjusted EBITDA (Loss) was $4.6$1.1 million in the nine months ended September 30, 2023,first quarter of 2024, which declined compared to prior year due to the soft housing market, declines in the moving and corporate relocation industries, and inflationary pressures in fixed costs.
Corporate expenses were $41.4$15.0 million in the current year-to-date period,first quarter of 2024, a $2.6$0.7 million decreaseincrease from the same period in the prior year due changing bonus payouts from equity grants to successful cost reduction efforts across the company. Corporate expenses decreasedcash. Stock-based compensation expense is an adjustment to 13% of total revenuenet loss to derive Adjusted EBITDA (Loss) whereas accrual for the nine months ended September 30, 2023, from 21% in the same period in the prior year.cash bonus is not an adjustment.

Non-GAAP Financial Measures
This Quarterly Report includes non-GAAP financial measures, such as Adjusted EBITDA (Loss) and Adjusted EBITDA (Loss) as a percent of revenue.
We define Adjusted EBITDA (Loss) as net income (loss) adjusted for interest expense; income taxes; depreciation and amortization; gain or loss on extinguishment of debt; other expense (income), net; impairments of intangible assets and goodwill; provision for doubtful accounts related to reinsurance, or related recoveries; impairments of property, equipment, and software; stock-based compensation expense; mark-to-market gains or losses recognized on changes in the value of contingent consideration arrangements, earnouts, warrants, and derivatives; restructuring costs; acquisition and other transaction costs; and non-cash bonus expense. Adjusted EBITDA (Loss) as a percent of revenue is defined as Adjusted EBITDA (Loss) divided by total revenue.
Our management uses these non-GAAP financial measures as supplemental measures of our operating and financial performance, for internal budgeting and forecasting purposes, to evaluate financial and strategic planning matters, and to establish certain performance goals for incentive programs. We believe that the use of these non-GAAP financial measures provides investors with useful information to evaluate our operating and financial performance and trends and in comparing our financial results with competitors, other similar companies and companies across different industries, many of which present similar non-GAAP financial measures to investors. However, our definitions and methodology in calculating these non-GAAP measures may not be comparable to those used by other companies. In addition, we may modify the presentation of these non-GAAP financial measures in the future, and any such modification may be material.
You should not consider these non-GAAP financial measures in isolation, as a substitute to or superior to financial performance measures determined in accordance with GAAP. The principal limitation of these non-GAAP financial measures is that they exclude specified income and expenses, some of which may be significant or material, that are required by GAAP to be recorded in our consolidated financial statements. We may also incur future income or expenses similar to those excluded from these non-GAAP financial measures, and the presentation of these measures should not be construed as an inference that future results will be unaffected by unusual or non-recurring items. In addition, these non-GAAP financial measures reflect the exercise of management judgment about which income and expense are included or excluded in determining these non-GAAP financial measures.
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The following table reconciles Net loss to Adjusted EBITDA (Loss) for the three and nine months ended September 30,March 31, 2024 and 2023 and 2022 (dollar amounts in thousands).
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Three Months Ended March 31,Three Months Ended March 31,
202420242023
Net lossNet loss$(5,744)$(84,476)$(131,447)$(121,086)
Interest expenseInterest expense10,267 2,152 21,230 6,504 
Income tax provision (benefit)Income tax provision (benefit)116 (22)34 268 
Depreciation and amortizationDepreciation and amortization6,272 8,675 18,501 21,574 
Mark-to-market losses (gains)(1,557)398 (1,777)(22,949)
Mark-to-market gains
Gain on extinguishment of debtGain on extinguishment of debt— — (81,354)— 
Impairment loss on intangible assets and goodwillImpairment loss on intangible assets and goodwill— 57,057 57,232 57,057 
Impairment loss on property, equipment, and software— 30 254 101 
Stock-based compensation expenseStock-based compensation expense6,979 5,089 20,277 20,645 
Loss (gain) on reinsurance contract (1)
(7,043)— 41,201 — 
Other expense (income), net(1,185)(70)(3,525)37 
Restructuring costs712 — 2,789 — 
Stock-based compensation expense
Stock-based compensation expense
Other income, net (1)
Other income, net (1)
Other income, net (1)
Restructuring costs (2)
Acquisition and other transaction costsAcquisition and other transaction costs22 261 408 1,583 
Non-cash bonus expense— — — — 
Adjusted EBITDA (Loss)
Adjusted EBITDA (Loss)
Adjusted EBITDA (Loss)Adjusted EBITDA (Loss)$8,839 $(10,906)$(56,177)$(36,266)
Adjusted EBITDA (Loss) as a percentage of revenueAdjusted EBITDA (Loss) as a percentage of revenue%(14)%(18)%(17)%Adjusted EBITDA (Loss) as a percentage of revenue(15)%(25)%

(1)SeeDifference from Other Income, net in Condensed Consolidated Statements of Operations and Comprehensive Loss is primarily due to a portion of the income resulting from the Aon business collaboration agreement, disclosed in Note 10, in the notesthat is not a non-GAAP adjustment.
(2)Primarily consists of costs related to unaudited condensed consolidated financial statements.forming a reciprocal exchange.

Adjusted EBITDA (Loss) for the three months ended September 30, 2023,March 31, 2024, was $8.8$(16.8) million, a $19.7$5.1 million increaseimprovement from Adjusted EBITDA (Loss) of $(10.9)$(21.9) million for the same period in 2022.2023. The increaseimprovement in Adjusted EBITDA (Loss) in 20232024 is primarily driven by underwriting improvementsenhancements at our insurance business, including price increases implemented over the last year, as well as cost reductions across the business. The increaseimprovement was partially offset by the effects of extreme weather events, lower ceding, and the macro housing environment affecting primarily the moving business in our Vertical Software segment. Continued investments in sales and marketing and investments in establishing and maintaining the requirements of the Sarbanes-Oxley Act (“SOX”) and other internal controls across IT and accounting organizations further impacted Adjusted EBITDA (Loss).
Adjusted EBITDA (Loss) for the nine months ended September 30, 2023, was $(56.2) million, a $19.9 million decrease from Adjusted EBITDA (Loss) of $(36.3) million for the same period in 2022. The decrease in Adjusted EBITDA (Loss) in 2023 is primarily driven by extreme weather events, lower ceding, and the macro housing environment affecting primarily the moving business in our Vertical Software segment. Continued investments in sales and marketing and investments in establishing and maintaining the requirements of the Sarbanes-Oxley Act (“SOX”) and other internal controls across IT and accounting organizationssystems further impacted Adjusted EBITDA (Loss).

Liquidity and Capital Resources
In our early years, we raised capital primarily through equity investments. As a publicly traded company, we have transitioned to convertible debt as our primary source of capital.
In April 2023, we issued $333 million of 6.75% Senior Secured Convertible Notes due in 2028 (the “2028 Notes”) in a private placement transaction. We used a portion of the net proceeds from the 2028 Notes to repurchase $200 million of the 2026 Notes and to fund the repayment of $9.7 million outstanding under the term loan facility, in each case plus accrued and unpaid interest thereon and related fees and expenses. We intend to use the remainder of the net proceeds for general corporate purposes.
For certain home warranty contracts, we participate in financing arrangements with third-party financers that provide us with the contract premium upfront, less a financing fee. Third-party financers collect installment payments from the
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warranty contract customer which satisfy our repayment obligation over a portion of the contract term. We remain obligated to repay the third-party financer if a customer cancels its warranty contract prior to full repayment of the advance funding amount we received. As of September 30, 2023, and DecemberMarch 31, 2022, the principal balance of this advance funding arrangement is $1.5 million and $15.7 million. See Note 7 in the notes to the unaudited condensed consolidated financial statements included in Part I, Item 1, of this Quarterly Report for additional information.
As of September 30, 2023,2024, we had cash and cash equivalents of $343.0$279.1 million and restricted cash of $18.7$36.8 million. Restricted cash equivalents as of September 30, 2023March 31, 2024 includes $7.7$27.7 million held by our captive reinsurance business as collateral for the benefit of Homeowners of America Insurance Company (“HOA”), $0.6$1.4 million held in certificates of deposits and money market mutual funds pledged to the Department of Insurance in certain states as a condition of our Certificate of Authority for the purpose of meeting obligations to policyholders and creditors, $8.0$6.8 million in funds held for the payment of possible warranty claims as required under regulatory guidelines in seventeen21 states, and $2.4$1.0 million related to acquisition indemnifications.
In 2024, we expect to use our captive reinsurer less, which will require less restricted cash and a return of capital to unrestricted status.
We have incurred net losses since our inception and have an accumulated deficit at September 30, 2023,March 31, 2024, and December 31, 2022,2023, totaling $719.6$735.4 million and $585.0$722.1 million, respectively.
As of September 30, 2023,March 31, 2024, and December 31, 2022,2023, we had $560.1$550.5 million and $451.1$558.7 million, respectively, of aggregate principal amount outstanding in convertible notes, promissory notes, line of credit, term loan facility, and advance funding arrangement. In February 2024, we repurchased $8.0 million aggregate principal amount of our 2026 Notes. We paid $3.0 million, or 37.5% of par value, plus accrued interest. We recognized a $4.9 million gain on extinguishment of debt, calculated as the difference between the reacquisition price and the net carrying amount of the portion of the 2026 Notes that was extinguished.
Based on our current operating and growth plan, management believes cash and cash equivalents at September 30, 2023,March 31, 2024, are sufficient to finance our operations, planned capital expenditures, working capital requirements, and debt service
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obligations for at least the next 12 months. As our operations evolve and we continue our growth strategy, including through acquisitions, we may elect or need to obtain alternative sources of capital, and we may finance additional liquidity needs in the future through one or more equity or debt financings. We may not be able to obtain equity or additional debt financing in the future when needed or, if available, the terms may not be satisfactory to us or could be dilutive to our stockholders.
Porch Group, Inc. is a holding company that transacts the majority of its business through operating subsidiaries, including insurance subsidiaries. Consequently, our ability to pay dividends and expenses is largely dependent on dividends or other distributions from our subsidiaries. Our insurance company subsidiaries are highly regulated and are restricted by statute as to the amount of dividends they may pay without the prior approval of their respective regulatory authorities. As of September 30, 2023,March 31, 2024, our insurance carrier, HOA, held cash and cash equivalents of $253.9$204.4 million and investments of $92.9$96.6 million.
Insurance companies in the United States are also required by state law to maintain a minimum level of policyholder’s surplus. Insurance regulators in the states in which we operate have a risk-based capital standard designed to identify property and casualty insurers, or reinsurers, that may be inadequately capitalized based on inherent risks of the insurer’s assets and liabilities and its mix of net written premium. Insurers falling below a calculated threshold may be subject to varying degrees of regulatory action. We are currently assessing the impact on capital requirements of the terminated reinsurance contract discussedSee Note 10 in the “Recent Developments” section above. We recovered $47.6 million cash collateral innotes to the third quarter of 2023 and are in the process of pursuing additional collateral. HOA has secured supplemental reinsurance coverage in the amount of approximately $166 million, replacing nearly all of the reinsurance coverage for certain catastrophic weather events that was in place under the terminated reinsurance contract. HOA is currently seeking additional supplemental reinsurance coverage in order to maintain adequate coverage in future periods against potential excess losses in the event of a severe weather event for which it has not obtained supplemental coverage and to satisfy regulatory and rating agency requirements.
In the third quarter of 2023, after allegations of fraudulent activity by others in the industry (see “Terminated Reinsurance Contract” section below), HOA was placed under supervision by the TDI following the release of HOA’s statutory accounts which reflected a charge for balances deemed uncollectible as a result of the fraud allegations. Subsequently, HOA’s rating agency, Demotech, withdrew itsunaudited condensed consolidated financial stability rating. We have worked closely with the TDI to restore HOA’s surplus to an appropriate level following HOA’s placement under TDI supervision and made a $57 million cash investment into HOA to increase surplus in exchangestatements for a $49 million surplus note, with interest and principal payments, and the purchasedescription of all rights from HOA for potential claims related to the fraud connected to Vesttoo and others. In addition, HOA submitted a formal operational plan to the TDI for its review and has worked closely with both the TDI and Demotech to resolve their concerns to exit supervision and regain its financial stability rating. On November 2, 2023, the TDI released HOA from regulatory supervision. The TDI is satisfied with HOA’s capital surplus, financials, and operating plan following Porch Group’s $57 million cash investment into HOA. HOA is in ongoing discussions with Demotech
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following its release from regulatory supervision and hopes Demotech will restore its financial stability rating soon. The rating withdrawal did not have a material impact on third quarter 2023 financial performance.our reinsurance programs.
We may, at any time and from time to time, seek to retire or purchase our outstanding debt or equity through cash purchases and/or exchanges for equity or debt, in open-market purchases, privately negotiated transactions or otherwise. Such repurchases or exchanges, if any, will be upon such terms and at such prices as we may determine, and will depend on prevailing market conditions, liquidity requirements, contractual restrictions and other factors. The amounts involved may be material.
The following table provides a summary of cash flow data for the ninethree months ended September 30, 2023March 31, 2024 and 2022:2023:
Nine Months Ended September 30,
20232022$ Change% Change
Three Months Ended March 31,Three Months Ended March 31,
202420242023$ Change% Change
Net cash provided by (used in) operating activitiesNet cash provided by (used in) operating activities$74,898 $(10,352)$85,250 (824)%Net cash provided by (used in) operating activities$8,465 $$(22,031)$$30,496 (138)(138)%
Net cash used in investing activities(34,203)(46,444)12,241 (26)%
Net cash provided by financing activities92,414 8,998 83,416 927 %
Net cash provided by (used in) investing activitiesNet cash provided by (used in) investing activities12,697 (5,147)17,844 (347)%
Net cash used in financing activitiesNet cash used in financing activities(2,501)(7,274)4,773 (66)%
Change in cash, cash equivalents and restricted cashChange in cash, cash equivalents and restricted cash$133,109 $(47,798)$180,907 (378)%Change in cash, cash equivalents and restricted cash$18,661 $$(34,452)$$53,113 (154)(154)%

Operating Cash Flows
Net cash provided by (used in) operating activities was $74.9$8.5 million for the ninethree months ended September 30,March 31, 2024. Net cash provided by (used in) operating activities consists primarily of positive cash flow from the non-recurring cash receipt of $25 million related to the Aon agreement (see Note 10 in the notes to the unaudited condensed consolidated financial statements) partially offset by net loss of $13.4 million during the three months ended March 31, 2024.
Net cash provided by (used in) operating activities was $(22.0) million for the three months ended March 31, 2023. Net cash provided by (used in) operating activities consists of net loss of $131.4 million, adjusted for non-cash items and the effect of changes in working capital. Non-cash adjustments include impairment loss on goodwill and intangible assets of $57.2 million, stock-based compensation expense of $20.3 million, depreciation and amortization of $18.5 million, non-cash interest expense of $20.2 million, loss (gain) on remeasurement of contingent consideration of $(3.6) million, and loss (gain) on remeasurement of private warrant liability of $(0.6) million. Net changes in working capital were proceeds of cash of $130.1 million, primarily due to a decrease in reinsurance balance due as a result of shifting reinsurance coverage from third-parties to our own captive reinsurer whose financial information is included in the consolidated Porch Group financial information. The change in reinsurance balance due includes cash proceeds in the amount of approximately $47.6 million liquid collateral received from a reinsurance trust as described in the “Recent Developments” section.
Net cash provided by (used in) operating activities was $10.4 million for the nine months ended September 30, 2022. Net cash provided by (used in) operating activities consists of net loss of $121.1$38.7 million, adjusted for non-cash items and the effect of changes in working capital. Non-cash adjustments include stock-based compensation expense of $20.6$6.9 million, depreciation and amortization of $21.6$6.0 million, non-cash interest expense of $2.3$1.5 million, loss (gain) on remeasurement of contingent consideration of $5.3$(0.2) million, and loss (gain) on remeasurement of earnout liability and private warrant liability of $(13.8) million and $(14.4) million, respectively.$(0.3) million. Net changes in working capital were net proceeds of cash of $27.9$0.2 million, primarily due to increases in deferred revenue, losses and loss adjustment expense reserves and other insurance liabilities, offset by higher reinsurance balance due.
Investing Cash Flows
Net cash used inprovided by (used in) investing activities was $34.2$12.7 million for the ninethree months ended September 30, 2023.March 31, 2024. Net cash used inprovided by (used in) investing activities is primarily related to purchasesproceeds from sale of EIG of $10.3 million and maturities and sales of investments as well as our makingof $4.7 million offset by investments in developing internal-use software.software of $2.3 million.
Net cash used inprovided by (used in) investing activities was $46.4$(5.1) million for the ninethree months ended September 30, 2022.March 31, 2023. Net cash used inprovided by (used in) investing activities is primarily related to acquisitions, net of cash acquired of $37.0$2.0 million, purchases of investments of $19.4$5.4 million, investments in developing internal-use software of $5.8$2.4 million, and purchases of property and equipment of $2.0 million. This was offset by the cash inflows related to maturities and sales$0.4 million..
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Financing Cash Flows
Net cash provided byused in financing activities was $92.4$2.5 million for the ninethree months ended September 30, 2023.March 31, 2024. Net cash provided byused in financing activities is primarily related to the net proceeds from issuancerepurchase of the 20282026 Notes of $112.1 million offset by repurchases of stock of $5.6$3.0 million.
Net cash used in financing activities was $9.0$7.3 million for the ninethree months ended September 30, 2022.March 31, 2023. Net cash provided by financing activities is primarily related to proceeds from a term loan and line of credit, partially offset by repayments of advance funding and debt.

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Critical Accounting Estimates
The preparation of financial statements in conformity with GAAP requires management to make estimates, judgments,Our critical accounting policies, including the assumptions and assumptions that affect the amounts reported andjudgements underlying them, are disclosed in the unaudited condensed consolidated financial statements and accompanying notes. On an ongoing basis these estimates, which include, but are not limited to, impairment losses on intangible assets and goodwill, estimated variable consideration for services performed, estimated lifetime value of the insurance agency commissions, current estimate for credit losses, depreciable lives for property and equipment, the valuation of and useful lives for acquired intangible assets, the valuation allowance on deferred tax assets, assumptions used2023 Annual Report, including those policies as discussed in stock-based compensation expense, unpaid losses for insurance claims and loss adjustment expenses, contingent consideration, earnout liabilities and private warrant liabilities, all of which are evaluated by management. Actual results could differ materially from those estimates, judgments, and assumptions.
At least quarterly, we evaluate estimates and assumptions and make changes accordingly. For information on our significant accounting policies, see Note 1 Description of Business and Summary of Significant Accounting Policies,to the Notes to Consolidated Financial Statements include in the notes2023 Annual Report. There have been no material changes to the unaudited condensed consolidated financial statements included in Part I, Item 1, of this Quarterly Report.
Duringthese policies during the three and nine months ended September 30, 2023, we identified various qualitative factors with respect to long-lived assets and goodwill in our reporting units that collectively indicated that there were triggering events including a sustained decrease in stock price, increased costs due to inflationary pressures, and a deterioration of the macroeconomic environment in the housing and real estate and insurance industries.
Impairment of Long-Lived Assets
In the first quarter of 2023, we recorded impairment charges of $2.0 million, primarily related to acquired technology, trademarks and trade names, and customer relationships for certain businesses within our Vertical Software segment. We used an income approach to determine that the estimated fair value of the asset group was less than its carrying value. Impairment charges are included in impairment loss on intangible assets and goodwill in the unaudited condensed consolidated statements of operations.
Impairment of Goodwill
During each of the first three quarters of 2023, management identified various qualitative factors that collectively indicated triggering events, including a sustained decrease in stock price, increased costs due to inflationary pressures, hardening of the reinsurance markets, volatile weather, and a deterioration of the macroeconomic environment in the housing and real estate and insurance industries. We performed a valuation of the Vertical Software and Insurance reporting units using a combination of market and income approaches based on peer performance and discounted cash flow or dividend discount model methodologies. The goodwill impairment analysis required significant judgments to calculate the fair value of the reporting units, including internal forecasts and determination of weighted average cost of capital. Management considers historical experience and all available information at the time the fair values are estimated. Assumptions are subject to a high degree of judgment and complexity.
The results of the quantitative impairment assessment as of March 31, 2023, indicated that the fair value of the Vertical Software reporting unit exceeded its carrying value by less than 5%, and the fair value of the Insurance reporting unit exceeded its carrying value by less than 10%2024. .
The results of the quantitative impairment assessment as of June 30, 2023, indicated that the carrying value of the Insurance reporting unit exceeded its estimated fair value. As such, we determined that the goodwill allocated to the Insurance reporting unit was impaired as of June 30, 2023. An impairment charge of $55.2 million was recognized in impairment loss on intangible assets and goodwill in the unaudited condensed consolidated statements of operations in the second quarter. The results of the quantitative impairment assessment as of June 30, 2023, indicated that the fair value of our Vertical Software reporting unit exceeded its carrying value by less than 10%.
The results of the quantitative impairment assessment as of September 30, 2023, indicated that the fair value of the Vertical Software reporting unit exceeded its carrying value by approximately 5%. As a result, the remaining goodwill balance at Vertical Software is at risk of future impairment. We monitor our reporting units at risk of impairment for interim impairment indicators and believe that the estimates and assumptions used in the calculations are reasonable as of September 30, 2023. We also reconcile the fair value of our reporting units to our market capitalization. Should the fair value of any of our reporting units fall below its carrying amount because of reduced operating performance, market declines including a deterioration of the macroeconomic environment in the housing and real estate or insurance industries, changes in the discount rate, or other adverse conditions, goodwill impairment charges may be necessary in future periods.
There were no other changes to the critical accounting policies and estimates discussed in our Annual Report on Form 10-K.
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Off-Balance Sheet Arrangements
Since the date of incorporation, we have not engaged in any off-balance sheet arrangements, as defined in the rules and regulations of the Securities and Exchange Commission (the “SEC”).

Recent Accounting Pronouncements
No recently issued accounting pronouncements are expected to be applicable to our business or materially impact our financial condition and results of operations.

Item 3. Quantitative and Qualitative Disclosures About Market Risk
We are exposed to a variety of market and other risks, including the effects of changes in interest rates, and inflation, as well as risks to the availability of funding sources, hazard events, and specific asset risks.
Interest Rate Risk
The market risk inherent in our financial instruments and financial position represents the potential loss arising from adverse changes in interest rates. As of September 30, 2023,March 31, 2024, and December 31, 2022,2023, we have interest-bearing debt of $560.1$550.5 million and $451.1$558.7 million, respectively. Our 0.75% Convertible Senior Notes due 2026 (the “2026 Notes”) have a principal balance of $225$217 million as of September 30, 2023,March 31, 2024, a fixed coupon rate of 0.75%, and an effective interest rate of 1.3%. Our 6.75% Senior Secured Convertible Notes due 2028 (the “2028 Notes”) have a principal balance of $333.3 million as of September 30, 2023,March 31, 2024, a fixed coupon rate of 6.75%, and an effective interest rate of 17.9%. Interest expense recognized related to the 6.75% Convertible Senior Notes due 2028 Notes(the “2028 Notes”) was approximately $9.5$9.9 million and $16.8 million infor the three and nine months ended September 30, 2023, respectively.March 31, 2024. Interest expense includes $5.6 million contractual interest expense and $3.9$4.3 million amortization of debt issuance costs and discount for the three months ended September 30, 2023, and $10.1 million contractual interest expense and $6.7 million amortization of debt issuance costs and discount for the nine months ended September 30, 2023.March 31, 2024. Because the coupon rates are fixed, interest expense on the 2026 Notes and the 2028 Notes will not change if market interest rates increase. Other debt as of September 30, 2023,March 31, 2024, totaled $0.3$0.2 million and is variable-rate. A 1% increase in interest rates in our variable rate indebtedness would result in a nominal change in annual interest expense.
As of September 30, 2023,March 31, 2024, our insurance segment has a $115.4$134.1 million portfolio of fixed income securities and an unrealized gain (loss) of $(7.6)$(4.6) million, as described in Note 3, Investments, in the notes to the unaudited condensed consolidated financial statements included in Part I, Item 1, of this Quarterly Report. In a rising interest rate environment, the portfolio would result in unrealized losses.
As of September 30, 2023,March 31, 2024, accounts receivable and reinsurance balances due were $26.9$20.8 million and $98.5$75.4 million, respectively, were not interest-bearing assets, and are generally collected in less than 180 days. As such, we do not consider these assets to have material interest rate risk.
Inflation Risk
We believe our operations have been negatively affected by inflation and the change in the interest rate environment. General economic factors beyond our control and changes in the global economic environment, specifically fluctuations in inflation, including access to credit under favorable terms, could result in lower revenues, higher costs, and decreased margins and earnings in the foreseeable future. While we take action wherever possible to reduce the impact of the effects of inflation, in the case of sustained inflation across several of the markets in which we operate, it could become increasingly difficult to effectively mitigate the increases to costs. In addition, the effects of inflation on consumers’ budgets could result in the reduction of consumer spending habits, specifically in the move and post-move markets. If
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unable to take actions to effectively mitigate the effect of the resulting higher costs, our profitability and financial position could be materially and adversely impacted.
Foreign Currency Risk
There was no material foreign currency risk for the three and nine months ended September 30, 2023.March 31, 2024. Our activities to date have been conducted primarily in the United States.
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Other Risks
We are exposed to a variety of market and other risks, including risks to the availability of funding sources, reinsurance providers, weather and other catastrophic hazard events, and specific asset risks.

Item 4. Controls and Procedures
Evaluation of Disclosure Controls and Procedures
Under the supervision and with the participation of management, including the Chief Executive Officer and Chief Financial Officer, we evaluated the effectiveness of disclosure controls and procedures (as that term is defined in Rules 13a-15(e) and 15d-15(e) under the Securities Exchange Act of 1934, as amended (the “Exchange Act”)) as of September 30, 2023, which is the end of the period covered by this Quarterly Report.. Based on this evaluation, the Chief Executive Officer and Chief Financial Officer concluded that our disclosure controls and procedures to ensure that information required to be disclosed by us in reports we file or submit under the Exchange Act is (i) recorded, processed, summarized, evaluated and reported, as applicable, within the time periods specified in the SEC’s rules and forms and (ii) accumulated and communicated to our management, including ourthe Chief Executive Officer and Chief Financial Officer, as appropriate to allow timely decisions regarding required disclosures were not effective as of September 30, 2023, due to the material weakness in internal control over financial reporting described in Part II, Item 9A, of our Annual Report on Form 10-K for the fiscal year ended DecemberMarch 31, 2022, filed with the SEC on March 16, 2023.
Remediation Plan
Our ongoing remediation efforts related to the above identified material weakness include the following actions:
We have reassessed IT general controls in an effort to appropriately design them to meet the control objectives;
We have performed training sessions to educate control performers on how to improve documentation that supports effective control activities, including IT general controls over logical user access;
We have designed and implemented additional monitoring controls necessary to detect misstatements over data produced by relevant financial systems at Homeowners of America;
We have invested in and are continuing to invest in the replacement of systems that do not have the appropriate infrastructure to meet the requirements of our internal control framework; and
We have expanded available resources by hiring personnel with experience in designing and implementing control activities, including information technology general controls and automated controls.
These remediation measures may be time-consuming and costly. In addition, there is no assurance that we will be successful in remediating the material weakness. We plan to continue to assess internal controls and procedures and intend to take further action as necessary or appropriate to address any other matters as they are identified.2024.
Changes in Internal Control over Financial Reporting
Except for actions related to the Remediation Plan described aboveThere were no changes in this Part I, Item 4, there has been no change inour internal control over financial reporting (as defined in Rules 13a-15(f) and 15d-15(f) under the Exchange Act) during the most recent fiscal quarter that hashave materially affected, or isare reasonably likely to materially affect, our internal control over financial reporting.
During the first nine months of 2023, we have continued to take action on initiatives to improve our internal control environment. We have been working to implement remediation plans for these control deficiencies and have hired additional personnel to perform and monitor internal control activity. We intend to continue to take action on these initiatives to continue to improve our internal control environment.
Limitations on Effectiveness of Controls and Procedures
As specified above, ourOur disclosure controls and procedures are designed to provide reasonable assurance of achieving their objectives. Our management recognizes that any control system, no matter how well designed and operated, is based upon certain judgments and assumptions and cannot provide absolute assurance that its objectives will be met.
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PART II — OTHER INFORMATION
Item 1. Legal Proceedings
See Note 12,14, Commitments and Contingencies, in the notes to the unaudited condensed consolidated financial statements included in Part I, Item 1, of this Quarterly Report, which is incorporated by reference into this Part II, Item 1, for a description of certain litigation and legal proceedings.
In addition, in the ordinary course of business, Porchwe and itsour subsidiaries are (or may become) parties to litigation involving property, personal injury, contract, intellectual property and other claims, stockholder derivative actions, class action lawsuits and other matters. The amounts that may be recovered in such matters may be subject to insurance coverage. Although the results of legal proceedings and claims cannot be predicted with certainty, neither Porchwe nor any of itsour subsidiaries isare currently a party to any legal proceedings the outcome of which, we believe, if determined adversely to us, would individually or in the aggregate have a material adverse effect on the business, financial condition or results of operations.

Item 1A. Risk Factors
Except as set forth below, asAs of the date of this Quarterly Report on Form 10-Q, there have been no material changes from the risk factors disclosed in Part 1, Item 1A, of the Annual Report on Form 10-K for the year ended December 31, 2022,2023, as filed with the SEC on March 16, 2023.
Termination of a reinsurance contract due to distress at one of HOA’s reinsurers may expose HOA and the Company to various risks that could materially and adversely affect HOA’s and the Company’s business, financial condition, and results of operations.
In the third quarter of 2023, HOA, a subsidiary of Porch Group, discovered that for one of its reinsurance contracts for which capital was arranged by Vesttoo, there are allegations of fraudulent activity in connection with collateral provided to HOA and certain other third parties. As a result, and in accordance with the terms of the reinsurance agreement, HOA terminated the associated contract on August 4, 2023, with an effective date of July 1, 2023. Had HOA not terminated the contract, the contract would have expired on its own terms on December 31, 2023. The agreement with this reinsurer provided coverage for 40% of HOA’s core book and coverage up to approximately $175 million in a catastrophic event.
Following the effective date of the termination, HOA seized approximately $47.6 million in available liquid collateral from a reinsurance trust, of which HOA was the beneficiary. In addition, HOA has secured supplemental reinsurance coverage in the amount of approximately $166 million, replacing nearly all of the reinsurance coverage for certain catastrophic weather events that was in place under the terminated reinsurance contract. HOA is currently seeking additional supplemental reinsurance coverage in order to maintain adequate coverage in future periods against potential excess losses in the event of a severe weather event for which it has not obtain supplemental coverage and to satisfy regulatory and rating agency requirements. Regardless of whether additional supplemental coverage is obtained, HOA will continue to remain obligated with respect to all claims and claim settlement expenses under its policies, including claims incurred but not yet reported for prior periods, and claims and expenses that are no longer subject to the reimbursement rights in favor of HOA under the terminated reinsurance contract and for which HOA has not obtained adequate supplemental coverage. The Company intends to pursue its rights with respect to the letter of credit required by the reinsurance contract in the amount of $300 million as additional collateral, which advisors to the issuing bank have alleged is invalid. The Company was appointed to the statutory committee of unsecured creditors in the Chapter 11 bankruptcy of Vesttoo and intends to pursue recovery for all losses and damages incurred.
Notwithstanding the receipt of supplemental reinsurance coverage, the TDI placed HOA under its supervision following the release of HOA’s statutory accounts for the quarter ending June 30, 2023, and Demotech subsequently withdrew its financial stability rating. The Company worked closely with the TDI to restore surplus to an appropriate level following HOA’s placement under TDI supervision and made a $57 million cash investment into HOA to increase surplus in exchange for a $49 million surplus note and the purchase of all rights from HOA for potential claims related to the fraud connected to Vesttoo and others. In addition, HOA submitted a formal operational plan to the TDI for its review and worked closely with both the TDI and Demotech to resolve their concerns to exit supervision and regain its financial stability rating. On November 2, 2023, the TDI released HOA from regulatory supervision. HOA is in ongoing discussions with Demotech following its release from regulatory supervision.
Termination of the reinsurance contract, the events that followed as described in this risk factor, and other events that may occur in the future directly or indirectly as a result of the termination of the reinsurance contract and alleged fraud committed by Vesttoo and others, could subject HOA and the Company to significant and unforeseen risks. Any or all of the known and other unknown and unforeseen risks could have a material and adverse impact on HOA’s and the
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Company’s business, operations, financial condition, and results of operations. These risks include, but are not limited to, risks associated with:
HOA’s loss of its financial stability rating from Demotech, including the length of time before it is restored, which could subject HOA and the Company to additional expenses and use of internal and external resources, and could result in a significant loss of new policies and renewals;
the surplus note, including HOA’s ability to make timely payments of principal and interest, repay the surplus note in full, and the Company’s ability to recover any unpaid amounts to the extent HOA is unable to repay the principal and interest in full;
enforcing and recovering the collateral underlying the letter of credit and pursuing potential claims related to the fraud connected to Vesttoo and others, including the time and expense associated with pursuing potential claims and the uncertainty associated with obtaining any recoveries in excess of costs, and the uncertainty of obtaining any recoveries at all;
the reciprocal exchange, including the impact TDI’s previous regulatory supervision of HOA may have on the timing and approval of the reciprocal exchange;
securing and maintaining sufficient replacement reinsurance coverage on terms and costs favorable to HOA to maintain adequate coverage in future periods against potential excess losses in the event of a severe weather event for which HOA has not obtained adequate supplemental coverage, and to satisfy regulatory and rating agency requirements;
maintaining adequate surplus levels to satisfy regulatory requirements; and
HOA’s continuing ability to stay out of regulatory supervision.
The indenture governing our 2028 Notes contains, and instruments governing any future indebtedness of ours would likely contain, restrictions that may limit our flexibility in operating our business, and any default on our 2028 Notes or other future secured indebtedness could result in foreclosure by our secured debtholders on our assets.
The indenture and security agreement and related documents governing our 2028 Notes contain, and instruments governing any future indebtedness of ours would likely contain, a number of covenants that impose significant operating and financial restrictions on us, including restrictions on our ability to, among other things:
create liens on certain assets;
incur or guarantee additional debt or issue redeemable equity;
pay dividends on, repurchase or make distributions on account of capital stock or make other restricted payments (including limiting repurchases of our 2026 Notes to $25 million per year and $50 million in the aggregate);
make certain unpermitted investments;
consolidate, merge, sell or otherwise dispose of all or substantially all of our assets; and
sell, transfer or otherwise convey certain assets.
The indenture governing our 2028 Notes also requires us to maintain a minimum amount of unrestricted cash and cash equivalents of at least $25 million (tested monthly on the last day of each calendar month) on a consolidated basis among Porch Group, Inc. and certain of its domestic subsidiaries.
In addition, if more than $30 million aggregate principal amount of our 2026 Notes remain outstanding on June 14, 2026, the holders of the 2028 Notes have the right to require us to repurchase for cash on June 15, 2026, all or any portion of their 2028 Notes at a repurchase price equal to 106.5% of the principal amount of the 2028 Notes to be repurchased, plus accrued and unpaid interest. As of September 30, 2023, there was $225.0 million aggregate principal amount of 2026 Notes outstanding. If we are unable to repurchase or otherwise refinance a sufficient amount of the remaining outstanding 2026 Notes prior to June 14, 2026, and the holders of all or a substantial portion of the outstanding 2028 Notes require us to repurchase their 2028 Notes pursuant to this indenture provision, our liquidity will be materially adversely affected, and there are no assurances that we would have sufficient funds available to satisfy the repurchase of all such 2028 Notes.
As a result of these restrictions, we will be limited as to how we conduct our business, and we may be unable to raise additional debt or equity financing to compete effectively or to capitalize on available business opportunities. Any failure to comply with these covenants could result in a default under our 2028 Notes or instruments governing any future indebtedness of ours. Additionally, our 2028 Notes are secured by a first-priority lien in substantially all assets of Porch Group, Inc. and certain of its domestic subsidiaries. Upon a default, unless waived, amounts due under the 2028 Notes
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could be accelerated, and the holders of our 2028 Notes could initiate foreclosure proceedings against their collateral, which could potentially force us into bankruptcy or liquidation. In addition, a default under our 2028 Notes indenture could trigger a cross-default under agreements governing any future indebtedness as well as the indenture governing our 2026 Notes. Our results of operations may not be sufficient to service our indebtedness and to fund our other expenditures, and we may not be able to obtain financing to meet these requirements. If we experience a default under our 2028 Notes indenture, 2026 Notes indenture or instruments governing our future indebtedness, our business, financial condition, and results of operations may be materially adversely affected.2024.

Item 2. Unregistered Sales of Equity Securities and Use of Proceeds and Issuer Purchases of Equity Securities
None.

Item 3. Defaults Upon Senior Securities
None.

Item 4. Mine Safety Disclosures
Not applicable.

Item 5. Other Information
Matt Ehrlichman, our Chairman, Chief Executive Officer, and Founder, entered into a Rule 10b5-1 trading arrangement (as such term is defined in Item 408(a) of Regulation S-K) on June 2, 2023 (the “10b5-1 Plan”). The 10b5-1 Plan was scheduled to terminate on December 31, 2023, unless earlier terminated pursuant to its terms, and covered the purchase of up to an aggregate of 2,327,777 shares of the Company’s common stock. The 10b5-1 Plan was intended to satisfy the affirmative defense Rule of 10b5-1(c). Trades under the 10b5-1 Plan did not commence until at least 90 days following the date on which such plan was entered. As of October 2, 2023, all shares of the Company's common stock subject to the 10b5-1 Plan had been purchased and the 10b5-1 Plan terminated in accordance with its terms.
During the three months ended September 30, 2023,March 31, 2024, no other director or officer (as defined in Rule 16a-1(f) of the Securities Exchange Act of 1934) adopted, terminated or modified a Rule 10b5-1 trading arrangement or a non-Rule 10b5-1 trading arrangement, as each term is defined in Item 408(a) of Regulation S-K).

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Item 6. Exhibits
The following exhibits are filed as part of, or incorporated by reference into, this Quarterly Report on Form 10-Q.
Exhibit
No.
Description
3.1
3.2
10.1+†
31.1*
31.2*
32.1**
32.2**
101.INS*XBRL Instance Document – the instance document does not appear in the Interactive Data File because its XBRL tags are embedded within the Inline XBRL document
101.SCH*XBRL Taxonomy Extension Schema Document
101.CAL*XBRL Taxonomy Extension Calculation Linkbase Document
101.DEF*XBRL Taxonomy Extension Definition Linkbase Document
101.LAB*XBRL Taxonomy Extension Label Linkbase Document
101.PRE*XBRL Taxonomy Extension Presentation Linkbase Document
104*Cover Page Interactive Data File (formatted in Inline XBRL and contained in Exhibit 101)

*Filed herewith.
**These certifications are furnished to the SEC pursuant to Section 906 of the Sarbanes-Oxley Act of 2002 and are deemed not filed for purposes of Section 18 of the Securities Exchange Act of 1934, as amended, nor shall they be deemed incorporated by reference in any filing under the Securities Act of 1933, except as shall be expressly set forth by specific reference in such filing.
+The schedules and exhibits to this agreement have been omitted pursuant to Item 601(a)(5) of Regulation S-K. A copy of any omitted schedule and/or exhibit will be furnished to the SEC upon request.
Portions of this exhibit were redacted pursuant to Item 601(b)(10) of Regulation S-K. The omitted information is not material and is the type that the Company treats as private or confidential.
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SIGNATURES
Pursuant to the requirements of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned, duly authorized.
Date: November 7, 2023May 8, 2024
PORCH GROUP, INC.
By:/s/ Shawn Tabak
Name:Shawn Tabak
Title:Chief Financial Officer and Duly Authorized Officer
(Principal Financial Officer and Principal Accounting Officer)
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