Biggest changeReconciliation of Net Loss to Adjusted EBITDA: Year Ended December 31, 2022 2021 2020 (in thousands) Net loss $ (24,416 ) $ (19,434 ) $ (11,202 ) Stock-based compensation 28,986 30,020 24,179 Depreciation and amortization 5,848 5,072 3,350 Acquisition-related costs (4,135 ) 1,065 2,258 Severance under a plan — 440 — Interest income (349 ) (37 ) (189 ) Benefit from income taxes — (2,510 ) — Adjusted EBITDA $ 5,934 $ 14,616 $ 18,396 Results of Operations The following tables set forth our results of operations for the periods shown: Year Ended December 31, 2022 2021 2020 (in thousands) Statement of Operations Data: Revenue(1) $ 404,127 $ 418,515 $ 346,935 Cost and operating expenses(2): Cost of revenue 23,980 23,949 21,373 Sales and marketing 349,255 354,990 284,880 Research and development 31,713 35,732 29,662 General and administrative 28,102 24,703 20,444 Acquisition-related costs (4,135 ) 1,065 2,258 Total cost and operating expenses 428,915 440,439 358,617 Loss from operations (24,788 ) (21,924 ) (11,682 ) Other income (expense): Interest income 349 37 189 Other income (expense), net 23 (57 ) 291 Total other income (expense), net 372 (20 ) 480 Loss before income taxes (24,416 ) (21,944 ) (11,202 ) Benefit from income taxes — 2,510 — Net loss $ (24,416 ) $ (19,434 ) $ (11,202 ) Other Financial and Operational Data: Variable marketing margin $ 128,258 $ 129,553 $ 108,642 Adjusted EBITDA(3) $ 5,934 $ 14,616 $ 18,396 (1) Comprised of revenue from the following distribution channels: Year Ended December 31, 2022 2021 2020 Direct channels 86 % 90 % 92 % Indirect channels 14 % 10 % 8 % 100 % 100 % 100 % 43 Table of Contents (2) Includes stock-based compensation expense as follows: Year Ended December 31, 2022 2021 2020 (in thousands) Cost of revenue $ 281 $ 363 $ 361 Sales and marketing 11,018 12,405 10,246 Research and development 10,328 9,551 7,751 General and administrative 7,359 7,701 5,821 $ 28,986 $ 30,020 $ 24,179 (3) See “—Non-GAAP Financial Measure” for information regarding our use of adjusted EBITDA as a non-GAAP financial measure and a reconciliation of adjusted EBITDA to its comparable GAAP financial measure.
Biggest changeReconciliation of Net Loss to Adjusted EBITDA: Year Ended December 31, 2023 2022 2021 (in thousands) Net loss $ (51,287 ) $ (24,416 ) $ (19,434 ) Stock-based compensation 22,808 28,986 30,020 Depreciation and amortization 6,196 5,848 5,072 Restructuring and other charges 23,568 — — Acquisition-related costs (150 ) (4,135 ) 1,065 Severance under a plan — — 440 Interest income (1,251 ) (349 ) (37 ) Income taxes 577 — (2,510 ) Adjusted EBITDA $ 461 $ 5,934 $ 14,616 32 Table of Contents Results of Operations The following tables set forth our results of operations for the periods shown: Year Ended December 31, 2023 2022 2021 (in thousands) Statement of Operations Data: Revenue(1) $ 287,921 $ 404,127 $ 418,515 Cost and operating expenses(2): Cost of revenue 22,455 23,980 23,949 Sales and marketing 240,131 349,255 354,990 Research and development 27,591 31,713 35,732 General and administrative 26,301 28,102 24,703 Restructuring and other charges 23,568 — — Acquisition-related costs (150 ) (4,135 ) 1,065 Total cost and operating expenses 339,896 428,915 440,439 Loss from operations (51,975 ) (24,788 ) (21,924 ) Other income (expense): Interest income 1,251 349 37 Other income (expense), net 14 23 (57 ) Total other income (expense), net 1,265 372 (20 ) Loss before income taxes (50,710 ) (24,416 ) (21,944 ) Income tax (expense) benefit (577 ) — 2,510 Net loss $ (51,287 ) $ (24,416 ) $ (19,434 ) Other Financial and Operational Data: Variable marketing margin $ 100,282 $ 128,258 $ 129,553 Adjusted EBITDA(3) $ 461 $ 5,934 $ 14,616 (1) Comprised of revenue from the following distribution channels: Year Ended December 31, 2023 2022 2021 Direct channels 81 % 86 % 90 % Indirect channels 19 % 14 % 10 % 100 % 100 % 100 % (2) Includes stock-based compensation expense as follows: Year Ended December 31, 2023 2022 2021 (in thousands) Cost of revenue $ 219 $ 281 $ 363 Sales and marketing 8,667 11,018 12,405 Research and development 8,053 10,328 9,551 General and administrative 5,869 7,359 7,701 Restructuring and other charges 1,288 — — $ 24,096 $ 28,986 $ 30,020 33 Table of Contents (3) See “—Non-GAAP Financial Measure” for information regarding our use of adjusted EBITDA as a non-GAAP financial measure and a reconciliation of adjusted EBITDA to its comparable GAAP financial measure.
While our significant accounting policies are described in more detail in Note 2 to our audited consolidated financial statements, appearing in Part II of Item 8 of this Annual Report on Form 10-K, we believe that the following accounting policies are those most critical to the judgments and estimates used in the preparation of our consolidated financial statements.
While our significant accounting policies are described in more detail in Note 2 to our audited consolidated financial statements, appearing in Part II, Item 8 of this Annual Report on Form 10-K, we believe that the following accounting policies are those most critical to the judgments and estimates used in the preparation of our consolidated financial statements.
In an event of default, as defined in the Amended Loan Agreement, and until such event is no longer continuing, the annual interest rate to be charged would be the annual rate otherwise applicable to borrowings under the Amended Loan Agreement plus 5.00%. Borrowings are collateralized by substantially all of our assets and property.
In an event of default, as defined in the 2023 Amended Loan Agreement, and until such event is no longer continuing, the annual interest rate to be charged would be the annual rate otherwise applicable to borrowings under the 2023 Amended Loan Agreement plus 5.00%. Borrowings are collateralized by substantially all of our assets and property.
Income Taxes We generated taxable income during the year ended December 31, 2022 related primarily to capitalized research and development costs due to the new requirement to capitalize research and development costs under Section 174 of the Internal Revenue Code of 1986.
We generated taxable income during the year ended December 31, 2022 related primarily to capitalized research and development costs due to the new requirement to capitalize research and development costs under Section 174 of the Internal Revenue Code of 1986.
We apply a constraint to estimated LTVs to only recognize the amount of variable consideration that we believe is probable that we will be entitled to receive and will not be subject to a significant revenue reversal in the future.
We apply a constraint to our estimated LTVs to only recognize the amount of variable consideration that we believe is probable that we will be entitled to receive and will not be subject to a significant revenue reversal in the future.
In addition, other companies may use other measures to evaluate their performance, all of which could reduce the usefulness of adjusted EBITDA as a tool for comparison. 42 Table of Contents The following table reconciles adjusted EBITDA to net income (loss), the most directly comparable financial measures calculated and presented in accordance with GAAP.
In addition, other companies may use other measures to evaluate their performance, all of which could reduce the usefulness of adjusted EBITDA as a tool for comparison. The following table reconciles adjusted EBITDA to net income (loss), the most directly comparable financial measures calculated and presented in accordance with GAAP.
Under the Amended Loan Agreement, we agreed to affirmative and negative covenants to which we will remain subject until maturity. The covenants include limitations on our ability to incur additional indebtedness and engage in certain fundamental business transactions, such as mergers or acquisitions of other businesses.
Under the 2023 Amended Loan Agreement, we have agreed to certain affirmative and negative covenants to which we will remain subject until maturity. The covenants include limitations on our ability to incur additional indebtedness and engage in certain fundamental business transactions, such as mergers or acquisitions of other businesses.
Goodwill is not amortized, but rather is tested for impairment annually, or more frequently if facts and circumstances warrant a review, such as significant underperformance of the business in relation to expectations, significant negative industry or economic trends and significant changes or planned changes in the use of the assets.
Goodwill is not amortized, but rather is tested for impairment annually in the fourth quarter, or more frequently if facts and circumstances warrant a review, such as significant underperformance of the business in relation to expectations, significant negative industry or economic trends and significant changes or planned changes in the use of the assets.
Commission revenue is recognized upon satisfaction of our performance obligation, which we consider to be submission of the policy application to the insurance carrier. We recognize revenue based on our constrained estimate of commission payments we expect to receive over the lifetime of the policies sold, which we refer to as constrained lifetime values, or constrained LTVs, of commission payments.
Commission revenue is recognized upon satisfaction of our performance obligation, which we consider to be submission of the policy application to the insurance carrier. We recognize revenue based on our constrained estimate of commission payments we expect to receive over the lifetime of the policies sold, which we refer to as constrained LTVs, of commission payments.
We only apply the five-step model to contracts when collectability of the consideration to which we are entitled in exchange for the goods or services we transfer to the customer is determined to be probable. Amounts are recorded as accounts receivable when our right to consideration is unconditional.
We only apply the five-step model to contracts when collectibility of the consideration to which we are entitled in exchange for the goods or services we transfer to the customer is determined to be probable. Amounts are recorded as accounts receivable when our right to consideration is unconditional.
Management’s Discussion and Analysis of Financial Condition and Results of Operations—Results of Operations—Comparison of the Years Ended December 31, 2021 and 2020 included in our Annual Report on Form 10-K for the fiscal year ended December 31, 2021.
Management’s Discussion and Analysis of Financial Condition and Results of Operations—Results of Operations—Comparison of the Years Ended December 31, 2022 and 2021 included in our Annual Report on Form 10-K for the fiscal year ended December 31, 2022.
Our future capital requirements may vary materially from those currently planned and will depend on many factors, including our rate of revenue growth, the timing and extent of spending on business initiatives, purchases of capital equipment to support our growth, the expansion of sales and marketing activities, expansion of our business through acquisitions or our investments in complementary offerings, technologies or businesses, market acceptance of our platform and overall economic conditions.
Our future capital requirements may vary materially from those currently planned and will depend on many factors, including our revenue, the timing and extent of spending on business initiatives, purchases of capital equipment to support our growth, sales and marketing activities, impact to our business from our recent restructuring, expansion of our business through acquisitions or our investments in complementary offerings, technologies or businesses, market acceptance of our platform and overall economic conditions.
Comparison of the Years Ended December 31, 2021 and 2020 For a discussion of our results of operations for the year ended December 31, 2021 as compared to the year ended December 31, 2020, see Item 7.
Comparison of the Years Ended December 31, 2022 and 2021 For a discussion of our results of operations for the year ended December 31, 2022 as compared to the year ended December 31, 2021, see Item 7.
To the extent that commission payment trends change or the underlying factors impacting commission payments change, our estimates of constrained LTVs could be materially impacted.
To the extent that commission payment trends change or the underlying factors impacting commission payments change, our estimate of constrained LTVs could be materially impacted.
Our estimate of constrained LTVs is based on an analysis of historical commission payment trends for relevant policies to establish an expected lifetime value and incorporates our judgment in 49 Table of Contents interpreting those trends to calculate LTVs and to apply constraints to such LTVs. The most significant factor impacting historical trends is average policy duration.
Our estimate of constrained LTVs is based on an analysis of historical commission payment trends for relevant policies to establish an expected lifetime value and incorporates management’s judgment in interpreting those trends to calculate LTVs and to apply constraints to such LTVs. The most significant factor impacting historical trends is average policy duration.
Personnel-related costs included in cost of revenue and each operating expense category include wages, fringe benefit costs and stock-based compensation expense. Cost of Revenue Cost of revenue is comprised primarily of the costs of operating our marketplace and delivering consumer referrals to our customers.
Personnel-related costs included in cost of revenue and operating expense categories include wages, fringe benefit costs and stock-based compensation expense. Cost of Revenue Cost of revenue is comprised primarily of the costs of operating our marketplace and delivering consumer referrals to our customers.
We have historically increased consumer traffic to our marketplace by expanding existing advertising channels and adding new channels such as by engaging with consumers through our verified partner network. We plan to continue to increase consumer traffic by leveraging the features and growing data assets of our platform.
We have historically increased consumer traffic to our marketplace by expanding existing advertising channels and adding new channels such as by engaging with consumers through our verified partner network. Over the long term, we plan to increase consumer traffic by leveraging the features and growing the data assets of our platform.
Management’s Discussion and Analysis of Financial Condition and Results of Operations—Liquidity and Capital Resources—Cash Flows included in our Annual Report on Form 10-K for the fiscal year ended December 31, 2021. Contractual Obligations and Commitments Our cash flows are dependent on a number of factors in addition to our operational expenditures, including our contractual and other obligations.
Management’s Discussion and Analysis of Financial Condition and Results of Operations—Liquidity and Capital Resources—Cash Flows included in our Annual Report on Form 10-K for the fiscal year ended December 31, 2022. 37 Table of Contents Contractual Obligations and Commitments Our cash flows are dependent on a number of factors in addition to our operational expenditures, including our contractual and other obligations.
We measure stock options with market-based vesting based on the fair value on the date of grant using a Monte Carlo simulation model. We estimate the fair value of each restricted stock unit, or RSU, based on the market value of our common stock.
We measure stock options with market-based vesting based on the fair value on the date of grant using a Monte Carlo simulation model. We estimate the fair value of each RSU based on the market value of our common stock.
Some of these limitations are: • adjusted EBITDA excludes stock-based compensation expense as it has recently been, and will continue to be for the foreseeable future, a significant recurring non-cash expense for our business; • adjusted EBITDA excludes depreciation and amortization expense and, although this is a non-cash expense, the assets being depreciated and amortized may have to be replaced in the future; • adjusted EBITDA excludes acquisition-related costs that affect cash available to us and the change in fair value of non-cash contingent consideration; • adjusted EBITDA excludes severance charges incurred and paid in the fourth quarter of 2021 related to our reduction in non-marketing operating expenses that affected cash available to us; • adjusted EBITDA does not reflect the cash received from interest income on our investments, which affects the cash available to us; • adjusted EBITDA does not reflect income tax expense (benefit) that affects cash available to us; and • the expenses and other items that we exclude in our calculation of adjusted EBITDA may differ from the expenses and other items, if any, that other companies may exclude from adjusted EBITDA when they report their operating results.
Some of these limitations are: • adjusted EBITDA excludes stock-based compensation expense as it has recently been, and will continue to be for the foreseeable future, a significant recurring non-cash expense for our business; • adjusted EBITDA excludes depreciation and amortization expense and, although this is a non-cash expense, the assets being depreciated and amortized may have to be replaced in the future; • adjusted EBITDA excludes restructuring and other charges, which includes the sale of health assets, that affect cash available to us; 31 Table of Contents • adjusted EBITDA excludes acquisition-related costs that affect cash available to us and the change in fair value of non-cash contingent consideration liabilities; • adjusted EBITDA excludes severance charges incurred and paid in the fourth quarter of 2021 related to our reduction in non-marketing operating expenses that affected cash available to us; • adjusted EBITDA does not reflect the cash received from interest income on our investments, which affects the cash available to us; • adjusted EBITDA does not reflect income taxes that affects cash available to us; and • the expenses and other items that we exclude in our calculation of adjusted EBITDA may differ from the expenses and other items, if any, that other companies may exclude from adjusted EBITDA when they report their operating results.
Revenue Recognition We derive our revenue primarily by selling consumer referrals to our insurance provider customers, including insurance carriers, agents and indirect distributors. We also generate revenue from commission fees for the sale of policies, primarily in our health and automotive verticals.
Revenue Recognition We derive our revenue primarily by selling consumer referrals to our insurance provider customers, including insurance carriers, agents and indirect distributors. We also generate revenue from commission fees for the sale of policies, primarily in our automotive insurance vertical, and prior to our exit from health, in our health insurance vertical.
As of December 31, 2022, we were obligated to make total minimum lease payments of $6.8 million under such leases, of which $3.2 million is payable in 2023. We have outstanding agreements with various vendors for hosting and other technical services. We believe that we will be able to fund these obligations through our existing cash and cash equivalents.
As of December 31, 2023, we were obligated to make total minimum lease payments of $2.2 million under such leases, of which $2.1 million is payable in 2024. We have outstanding agreements with various vendors for hosting and other technical services. We believe that we will be able to fund these obligations through our existing cash and cash equivalents.
While we plan to continue to increase the number of quote requests we acquire from our verified partner network, our ability to acquire quote requests in significant volume, at prices that are attractive, and that represent high-intent shoppers that insurance providers will purchase referrals for will impact our profitability.
While we plan to continue to increase the number of quote requests we acquire from our verified partner network, our profitability will be impacted by our ability to acquire quote requests in significant volume, at prices that are attractive, and that represent high-intent shoppers for which insurance providers will purchase referrals.
Pursuant to the Amended Loan Agreement, borrowings under the revolving line of credit cannot exceed 85% of eligible accounts receivable balances, bear interest at the greater of 4.25% or the prime rate as published in the Wall Street Journal and mature on July 15, 2025.
Pursuant to the 2023 Amended Loan Agreement, borrowings under the revolving line of credit cannot exceed 85% of eligible accounts receivable balances, bear interest at the greater of 7.0% or the prime rate as published in The Wall Street Journal and mature on July 15, 2025.
While we believe we have started to see some improvement in spending patterns, a recovery could be prolonged by further cost inflation, increased claim severity and frequency, or insufficient policy premium increases. Expanding consumer traffic Our success depends in part on the growth of our consumer traffic.
The state of the auto insurance market remains volatile and while we believe we have started to see some improvement in spending patterns, a recovery could be prolonged by further cost inflation, increased claim severity and frequency, or insufficient policy premium increases. Expanding consumer traffic Our success depends in part on the growth of our consumer traffic.
To determine revenue recognition for arrangements that we determine are within the scope of the revenue standard, we perform the following five steps: (i) identify the contract(s) with a customer; (ii) identify the performance obligations in the contract; (iii) determine the transaction price; (iv) allocate the transaction price to the performance obligations in the contract; and (v) recognize revenue when (or as) we satisfy a performance obligation.
To determine revenue recognition for arrangements that we determine are within the scope of ASC 606 Revenue from Contracts with Customers, or ASC 606, we perform the following five steps: (i) identify the contract(s) with a customer; (ii) identify the performance obligations in the contract; (iii) determine the transaction price; (iv) allocate the transaction price to the performance obligations in the contract; and (v) recognize revenue when (or as) we satisfy a performance obligation.
We define adjusted EBITDA as our net income (loss), excluding the impact of stock-based compensation expense; depreciation and amortization expense; acquisition-related costs; one-time severance charges; interest income; and our provision for (benefit from) income taxes. The most directly comparable GAAP measure to adjusted EBITDA is net income (loss).
We define adjusted EBITDA as our net income (loss), excluding the impact of stock-based compensation expense; depreciation and amortization expense; restructuring and other charges; acquisition-related costs; one-time severance charges; interest income; and income taxes. The most directly comparable GAAP measure to adjusted EBITDA is net income (loss).
We believe our 46 Table of Contents existing cash and cash equivalents will be sufficient to fund our operating expenses and capital expenditure requirements for at least the next 12 months, without considering the borrowing availability under our credit facility.
We believe our existing cash and cash equivalents will be sufficient to fund our operating expenses and capital expenditure requirements for at least the next 12 months, without considering the borrowing availability under our revolving line of credit.
We remeasure the fair value of the shares of Class A common stock issuable at each subsequent reporting date until the liability is fully settled. We use Monte Carlo simulation models in our estimates.
We estimated the fair value of the shares of Class A common stock issuable upon achievement of the targets as of the acquisition date. We remeasure the fair value of the shares of Class A common stock issuable at each subsequent reporting date until the liability is fully settled. We use Monte Carlo simulation models in our estimates.
Factors Affecting Our Performance We believe that our performance and future growth depend on a number of factors that present significant opportunities for us but also pose risks and challenges, including those discussed below and in the section titled “Risk Factors.” Auto insurance industry risk We derive a significant portion of our revenue from auto insurance providers and our financial results depend on the performance of the auto insurance industry.
Factors Affecting Our Performance We believe that our performance and future growth depend on a number of factors that present significant opportunities for us but also pose risks and challenges, including those discussed below and in the section titled “Risk Factors.” Auto insurance industry risk For the year ended December 31, 2023, we derived 79% of our revenue from auto insurance providers and our financial results depend on the performance of the auto insurance industry.
We allocate certain overhead expenses, such as rent, utilities, office supplies and depreciation and amortization of general office assets, to cost of revenue and operating expense categories based on headcount. As a result, an overhead expense allocation is reflected in cost of revenue and each operating expense category.
We allocate certain overhead expenses, such as rent, utilities, office supplies and depreciation and amortization of general office assets, to cost of revenue and operating expense categories based on headcount. As a result, an overhead expense allocation is reflected in cost of revenue, sales and marketing, research and development and general and administrative expenses.
We consider our performance obligation related to commissions for both the initial policy sale and future renewals of the policy to be satisfied upon submission of the policy application.
Commission revenue is recognized upon satisfaction of our performance obligation. We consider our performance obligation related to commissions for both the initial policy sale and future renewals of the policy to be satisfied upon submission of the policy application.
We had net losses of $24.4 million, $19.4 million and $11.2 million for the years ended December 31, 2022, 2021 and 2020, respectively, and had $5.9 million, $14.6 million and $18.4 million in adjusted EBITDA for these same periods, respectively.
We had net losses of $51.3 million, $24.4 million and $19.4 million for the years ended December 31, 2023, 2022 and 2021, respectively, and had $0.5 million, $5.9 million and $14.6 million in adjusted EBITDA for these same periods, respectively.
Acquisition-related Acquisition-related costs include expenses associated with third-party professional services we utilize for the evaluation and execution of acquisitions as well as changes in the fair value of our contingent consideration liabilities recorded as the result of our Eversurance and PolicyFuel acquisitions. Other Income (Expense) Other income (expense) consists of interest income and other income (expense).
Acquisition-related Acquisition-related costs include expenses associated with third-party professional services we utilize for the evaluation and execution of acquisitions as well as changes in the fair value of our contingent consideration liabilities recorded as the result of our acquisitions of Eversurance and PolicyFuel, which occurred in 2020 and 2021, respectively.
Valuation of Contingent Consideration In connection with our acquisitions of Eversurance and PolicyFuel we agreed to issue shares of Class A common stock to the former owners upon the achievement of certain revenue targets.
Valuation of Contingent Consideration In connection with our acquisitions of Eversurance and PolicyFuel we agreed to issue shares of Class A common stock to the former owners upon the achievement of certain revenue targets. Achievement of revenue targets that result in the issuance of a variable number of shares of Class A common stock are accounted for as a liability.
Increasing the number of insurance providers and their respective spend in our marketplace Our success also depends on our ability to retain and grow our insurance provider network.
Increasing the number of insurance providers and their respective spend in our marketplace Our success also depends on our ability to retain and grow our insurance provider network. Historically, we have generally expanded both the number of insurance providers and the spend per provider on our platform.
Net cash used by changes in our operating assets and liabilities consisted primarily of a $16.9 million increase in commissions receivable and a $1.3 million decrease in accounts payable and accrued expenses and other current liabilities, partially offset by a $10.5 million decrease in accounts receivable and a $1.8 million decrease in prepaid expenses and other current assets.
Net cash used by changes in our operating assets and liabilities consisted primarily of a $15.0 million decrease in accounts payable and accrued expenses and other current liabilities, partially offset by an $8.2 million decrease in accounts receivable, a $4.2 million decrease in commissions receivable and a $1.0 million decrease in prepaid expenses and other current assets.
Other income (expense) consists of miscellaneous income (expense) unrelated to our core operations. 41 Table of Contents Income Taxes Income tax expense is based on our estimate of taxable income, applicable income tax rates, net research and development tax credits, net operating loss carrybacks, changes in valuation allowance estimates and deferred income taxes.
Income Taxes Income tax expense is based on our estimate of taxable income, applicable income tax rates, net research and development tax credits, net operating loss carrybacks, changes in valuation allowance estimates and deferred income taxes.
General and Administrative Year Ended December 31, Change 2022 2021 Amount % (dollars in thousands) General and administrative expense $ 28,102 $ 24,703 $ 3,399 13.8 % Percentage of revenue 7.0 % 5.9 % General and administrative expenses increased by $3.4 million from $24.7 million for the year ended December 31, 2021 to $28.1 million for the year ended December 31, 2022.
General and Administrative Year Ended December 31, Change 2023 2022 Amount % (dollars in thousands) General and administrative expense $ 26,301 $ 28,102 $ (1,801 ) -6.4 % Percentage of revenue 9.1 % 7.0 % General and administrative expenses decreased by $1.8 million from $28.1 million for the year ended December 31, 2022 to $26.3 million for the year ended December 31, 2023.
Acquisition-related Costs Acquisition-related costs for the years ended December 31, 2022 and 2021 were $(4.1) million and $1.1 million, respectively. We recorded a credit to acquisition-related costs for the year ended December 31, 2022 of $4.1 million related to the decrease in the fair value of our contingent consideration liabilities.
Acquisition-related Costs Acquisition-related costs for the years ended December 31, 2023 and 2022 were $(0.2) million and $(4.1) million, respectively. We recorded these credits to acquisition-related costs for the years ended December 31, 2023 and 2022 for the decreases in fair value of our contingent consideration liabilities.
Changes in accounts receivable, accounts payable and accrued expenses and other current liabilities were generally due to growth in our business, timing of customer and vendor invoicing and payments. Collection of commissions receivable depends upon the timing of our receipt of commission payments from insurance carriers. A significant portion of our commissions receivable asset is classified as long term.
Changes in accounts receivable, prepaid expenses and other current assets and accounts payable and accrued expenses and other current liabilities were generally due to level of activity in our business and timing of customer and vendor invoicing and payments. Collection of commissions receivable depends upon the timing of our receipt of commission payments from insurance carriers.
Cost of Revenue Year Ended December 31, Change 2022 2021 Amount % (dollars in thousands) Cost of revenue $ 23,980 $ 23,949 $ 31 0.1 % Percentage of revenue 5.9 % 5.7 % Cost of revenue increased slightly from $23.9 million for the year ended December 31, 2021 to $24.0 million for the year ended December 31, 2022.
Cost of Revenue Year Ended December 31, Change 2023 2022 Amount % (dollars in thousands) Cost of revenue $ 22,455 $ 23,980 $ (1,525 ) -6.4 % Percentage of revenue 7.8 % 5.9 % Cost of revenue decreased from $24.0 million for the year ended December 31, 2022 to $22.5 million for the year ended December 31, 2023.
Net cash used in investing activities Net cash used in investing activities was $4.3 million and $18.8 million for the years ended December 31, 2022 and 2021, respectively. Cash used in investing activities for the years ended December 31, 2022 and 2021 consisted of cash used to acquire property and equipment, which included the capitalization of software development costs.
Net cash used in investing activities was $4.3 million for the year ended December 31, 2022, consisting of cash used to acquire property and equipment, which included the capitalization of software development costs. During each of the years ended December 31, 2023 and 2022, we capitalized $3.6 million of software development costs.
We offset our taxable income with net operating loss carryforwards and therefore did not record income tax expense for the year ended December 31, 2022. We recorded an income tax benefit of $2.5 million for the year ended December 31, 2021 due to the release of a portion of our valuation allowance as a result of the PolicyFuel acquisition.
We recorded an income tax benefit of $2.5 million for the year ended December 31, 2021 due to the release of a portion of our valuation allowance as a result of the PolicyFuel acquisition.
General and Administrative General and administrative expense consists of personnel-related costs and related expenses for executive, finance, legal, human resources, technical support and administrative personnel as well as the costs associated with professional fees for external legal, accounting and other consulting services, insurance premiums and payment processing and billing costs.
We expect that research and development expense will remain relatively flat in 2024 as compared to 2023. 30 Table of Contents General and Administrative General and administrative expense consists of personnel-related costs and related expenses for executive, finance, legal, human resources, technical support and administrative personnel as well as the costs associated with professional fees for external legal, accounting and other consulting services, insurance premiums and payment processing and billing costs.
As a result, our liquidity and capital resources in future periods should be analyzed in conjunction with such factors. We lease office space in Cambridge, Massachusetts under a non-cancelable operating lease that expires in September 2024. We lease office space at various other locations under non-cancelable operating leases that expire at varying dates through 2030.
As a result, our liquidity and capital resources in future periods should be analyzed in conjunction with such factors. We lease office space in Cambridge, Massachusetts under a non-cancelable operating lease that expires in September 2024. We lease office space in Austin, Texas pursuant to a lease that expires in April 2025.
We estimate the fair value of stock options with service-based vesting or performance-based vesting granted to employees, non-employees and directors using the Black-Scholes option-pricing model, which uses as inputs the fair value of our common stock and assumptions we make for the volatility of our common stock, the expected term of our common stock options, the risk-free interest rate for a period that approximates the expected term of our common stock options, and our expected dividend yield.
Compensation expense for nonemployee awards is recognized in the same manner as if we had paid cash for the goods or services received, which is generally the vesting period of the respective award. 39 Table of Contents We estimate the fair value of stock options with service-based vesting or performance-based vesting granted to employees, nonemployees and directors using the Black Scholes option pricing model, which uses as inputs the fair value of our common stock and assumptions we make for the volatility of our common stock, the expected term of our common stock options, the risk-free interest rate for a period that approximates the expected term of our common stock options, and our expected dividend yield.
We connect providers to a large volume of high-intent, pre-validated consumer referrals that match the insurers’ specific requirements. The transparency of our marketplace, as well as the campaign management tools we offer, make it easy for insurance carriers and third-party agents to evaluate the performance of their marketing spend on our platform and manage their own return on investment.
The transparency of our marketplace, as well as the campaign management tools we offer, are designed to make it easy for insurance carriers and third-party agents to evaluate the performance of their marketing spend on our platform and manage their own return on investment.
Sales and Marketing Year Ended December 31, Change 2022 2021 Amount % (dollars in thousands) Sales and marketing expense $ 349,255 $ 354,990 $ (5,735 ) -1.6 % Percentage of revenue 86.4 % 84.8 % Sales and marketing expenses decreased by $5.7 million from $355.0 million for the year ended December 31, 2021 to $349.3 million for the year ended December 31, 2022.
Sales and Marketing Year Ended December 31, Change 2023 2022 Amount % (dollars in thousands) Sales and marketing expense $ 240,131 $ 349,255 $ (109,124 ) -31.2 % Percentage of revenue 83.4 % 86.4 % Sales and marketing expenses decreased by $109.1 million from $349.3 million for the year ended December 31, 2022 to $240.1 million for the year ended December 31, 2023.
Highlights of our history of innovation include: • In 2011, we launched the EverQuote marketplace for auto insurance. • In 2013, we launched EverQuote Pro, our provider portal, for carriers. • In 2015, we launched EverQuote Pro for agents. • In 2016, we added home and life insurance in our marketplace. • In 2019, we added health and renters insurance in our marketplace. • In 2020, we launched our DTC insurance offerings in our life vertical and in our health vertical via the acquisition of Crosspointe Insurance & Financial Services, LLC, which we later renamed Eversurance. • In 2021, we launched our DTC insurance offerings in our auto and home and renters verticals via the acquisition of Policy Fuel LLC and its affiliates, or PolicyFuel. 38 Table of Contents In the years ended December 31, 2022, 2021 and 2020, our total revenue was $404.1 million, $418.5 million and $346.9 million, respectively, representing a year-over-year decrease of 3.4% from 2021 to 2022 and a year-over-year increase of 20.6% from 2020 to 2021.
Highlights of our history of innovation include: • In 2011, we launched the EverQuote marketplace for auto insurance. • In 2013, we launched EverQuote Pro, our provider portal, for carriers. • In 2015, we launched EverQuote Pro for agents. • In 2016, we added home and life insurance in our marketplace. • In 2019, we added health and renters insurance in our marketplace. • In 2020, we launched our DTC insurance offerings in our life vertical and in our health vertical via the acquisition of Crosspointe Insurance & Financial Services, LLC, which we later renamed Eversurance. • In 2021, we launched our DTC insurance offerings in our auto and home and renters verticals via the acquisition of Policy Fuel LLC and its affiliates, or PolicyFuel.
Research and Development Year Ended December 31, Change 2022 2021 Amount % (dollars in thousands) Research and development expense $ 31,713 $ 35,732 $ (4,019 ) -11.2 % Percentage of revenue 7.8 % 8.5 % Research and development expenses decreased by $4.0 million from $35.7 million for the year ended December 31, 2021 to $31.7 million for the year ended December 31, 2022.
Research and Development Year Ended December 31, Change 2023 2022 Amount % (dollars in thousands) Research and development expense $ 27,591 $ 31,713 $ (4,122 ) -13.0 % Percentage of revenue 9.6 % 7.8 % 34 Table of Contents Research and development expenses decreased by $4.1 million from $31.7 million for the year ended December 31, 2022 to $27.6 million for the year ended December 31, 2023.
We support three secure consumer referral formats: • Clicks: An online-to-online referral, with a handoff of the consumer to the provider’s website. • Data: An online-to-offline referral, with quote request data transmitted to the provider for follow-up. • Calls: An online-to-offline referral for outbound calls and an offline-to-offline referral for inbound calls, with the consumer and provider connected by phone.
We support three secure consumer referral formats: • Clicks: An online-to-online referral, with a handoff of the consumer to the provider’s website. • Data: An online-to-offline referral, with quote request data transmitted to the provider for follow-up. • Calls: An online-to-offline referral for outbound calls and an offline-to-offline referral for inbound calls, with the consumer and provider connected by phone. 29 Table of Contents We also generate revenue from commissions paid to us by insurance carriers for the sale of policies in our automotive insurance vertical, and prior to our exit from health, in our health insurance vertical.
Cash provided by operating activities in the year ended December 31, 2021 primarily resulted from the offset of net non-cash charges of $32.8 million to our net loss of $19.4 million, partially offset by net cash used by changes in our operating assets and liabilities of $6.1 million.
Cash used by operating activities in the year ended December 31, 2023 resulted from our net loss of $51.3 million and net cash used by changes in our operating assets and liabilities of $1.7 million, partially offset by net non-cash charges of $50.1 million, which included a loss on sale of health assets of $19.4 million.
While we plan to increase consumer traffic over the long term, we also have the ability to decrease advertising, if we believe the revenue associated with such consumer traffic does not result in incremental profit to our business. We have also increased the number of quote requests acquired from our verified partner network.
However, we have decreased advertising spend in response to lower demand for consumer referrals and we have the ability to further decrease advertising spend in the future when the revenue associated with such consumer traffic does not result in incremental profit to our business. We have also increased the number of quote requests acquired from our verified partner network.
Commission revenue represented approximately 13% of total revenue for the year ended December 31, 2022 and less than 10% of total revenue for each of the years ended December 31, 2021 and 2020.
Commission revenue represented less than 10% of total revenue for the year ended December 31, 2023.
We have focused our research and development efforts on improving ease of use and functionality of our existing marketplace platform and developing new offerings and internal tools. We primarily expense research and development costs. Direct development costs related to software enhancements that add functionality are capitalized and amortized as a component of cost of revenue.
Research and Development Research and development expense consists primarily of personnel-related costs for software development and product management. We have focused our research and development efforts on improving ease of use and functionality of our existing marketplace platform and developing new offerings and internal tools. We primarily expense research and development costs.
The decrease in revenue was due to decreases of $7.9 million and $6.5 million in our other insurance and automotive verticals, respectively. The decrease in revenue from our other insurance verticals was due to a decrease of $16.9 million in carrier spend for referrals, partially offset by an increase in commission revenue of $9.1 million.
The decrease in revenue from our other insurance verticals was primarily due to a decrease in commission revenue of $18.7 million and a decrease in carrier spend for referrals of $9.6 million, both due primarily to our exit from health insurance.
Comparison of the Years Ended December 31, 2022 and 2021 Revenue Year Ended December 31, Change 2022 2021 Amount % (dollars in thousands) Revenue $ 404,127 $ 418,515 $ (14,388 ) -3.4 % Revenue decreased by $14.4 million from $418.5 million for the year ended December 31, 2021 to $404.1 million for the year ended December 31, 2022.
Comparison of the Years Ended December 31, 2023 and 2022 Revenue Year Ended December 31, Change 2023 2022 Amount % (dollars in thousands) Revenue $ 287,921 $ 404,127 $ (116,206 ) -28.8 % Revenue decreased by $116.2 million from $404.1 million for the year ended December 31, 2022 to $287.9 million for the year ended December 31, 2023.
For the periods presented, our total revenue consisted of revenue generated from our automotive and other insurance verticals, which includes home and renters, life and health insurance verticals, as follows: Year Ended December 31, 2022 2021 2020 (in thousands) Automotive $ 324,417 $ 330,928 $ 283,236 Other 79,710 87,587 63,699 Total Revenue $ 404,127 $ 418,515 $ 346,935 40 Table of Contents We expect an overall increase in revenue in 2023 as we anticipate increased spending from our carrier partners.
For the periods presented, our total revenue consisted of revenue generated within our insurance verticals as follows: Year Ended December 31, 2023 2022 2021 (in thousands) Automotive $ 227,505 $ 324,417 $ 330,928 Home and Renters 40,889 31,909 37,548 Other 19,527 47,801 50,039 Total Revenue $ 287,921 $ 404,127 $ 418,515 We expect an overall increase in revenue in 2024, including in our automotive and home and renters verticals, as we anticipate increased spending from our carrier partners.
Other Income (Expense) Other income (expense) included interest income of $0.3 million for the year ended December 31, 2022 as compared to less than $0.1 million for the year ended December 31, 2021, due to higher interest rates. Other income (expense), net was not significant for either of the years ended December 31, 2022 or 2021.
The increase in interest income in 2023 was due to higher interest rates. Other income (expense), net was not significant for either of the years ended December 31, 2023 or 2022. Income Taxes Income tax expense of $0.6 million for the year ended December 31, 2023 consisted of foreign and state income expense.
Cost of revenue increased primarily due to increased personnel-related costs of $1.3 million as a result of shifting call referrals from third-party call centers to employees and to increased amortization of intangible assets of $0.4 million, partially offset by decreases in technology service costs of $2.0 million, primarily due to decreased hosting costs, third-party call center costs and other technology service costs.
Cost of revenue decreased primarily due to a decrease in third-party call center costs of $3.1 million as a result of shifting call referrals from third-party call centers to employees and a decrease in calls related to our health insurance vertical. Hosting costs also decreased by $0.9 million.
Since 2011, our core mission has been to make finding insurance easy and more personal, saving consumers and insurance providers time and money. We are working to build the largest and most trusted online insurance marketplace in the world. In pursuing this goal, we have consistently innovated through our disruptive data driven approach.
We are working to build the largest and most trusted online insurance marketplace in the United States. In pursuing this goal, we have consistently innovated through our disruptive data driven approach.
Assumptions may be incomplete or inaccurate, and unanticipated events or circumstances may occur, which may affect the accuracy or validity of such assumptions, estimates or actual results.
Our estimates of fair value are based upon assumptions believed to be reasonable at that time but that are inherently uncertain and unpredictable. Assumptions may be incomplete or inaccurate, and unanticipated events or circumstances may occur, which may affect the accuracy or validity of such assumptions, estimates or actual results.
Some of these metrics are non-financial metrics or are financial metrics that are not defined by GAAP. Adjusted EBITDA We define Adjusted EBITDA as net income (loss), adjusted to exclude: stock-based compensation expense, depreciation and amortization expense, acquisition-related costs, one-time severance charges, interest income and the provision for (benefit from) income taxes.
Adjusted EBITDA We define Adjusted EBITDA as net income (loss), adjusted to exclude: stock-based compensation expense, depreciation and amortization expense, restructuring and other charges, acquisition-related costs, one-time severance charges, interest income and income taxes.
Historically, we have generally expanded both the number of insurance providers and the spend per provider on our platform. 39 Table of Contents Key Business Metrics We regularly review a number of metrics, including GAAP operating results and the key metrics listed below, to evaluate our business, measure our performance, identify trends affecting our business, formulate financial projections, and make operating and strategic decisions.
Key Business Metrics We regularly review a number of metrics, including GAAP operating results and the key metrics listed below, to evaluate our business, measure our performance, identify trends affecting our business, formulate financial projections, and make operating and strategic decisions. Some of these metrics are non-financial metrics or are financial metrics that are not defined by GAAP.
We recognize compensation expense of employee awards, net of estimated forfeitures, over the requisite service period, which is generally the vesting period of the respective award.
Stock-Based Compensation We measure stock options and other stock-based awards granted to employees, nonemployees and directors based on their fair value on the date of the grant. We recognize compensation expense of employee awards, net of estimated forfeitures, over the requisite service period, which is generally the vesting period of the respective award.
Cash Flows The following table shows a summary of our cash flows: Year Ended December 31, 2022 2021 2020 (in thousands) Net cash provided by (used in) operating activities $ (15,791 ) $ 7,189 $ 10,668 Net cash used in investing activities (4,290 ) (18,817 ) (18,752 ) Net cash provided by financing activities 15,842 3,615 4,907 Effect of exchange rate changes on cash, cash equivalents and restricted cash (27 ) (6 ) (7 ) Net decrease in cash, cash equivalents and restricted cash $ (4,266 ) $ (8,019 ) $ (3,184 ) Net cash provided by operating activities Operating activities used $15.8 million of cash during the year ended December 31, 2022 and provided $7.2 million of cash during the year ended December 31, 2021.
If we need additional funds and are unable to obtain funding on a timely basis, we may need to significantly curtail our operations in an effort to provide sufficient funds to continue our operations, which could adversely affect our business prospects. 36 Table of Contents Cash Flows The following table shows a summary of our cash flows: Year Ended December 31, 2023 2022 2021 (in thousands) Net cash provided by (used in) operating activities $ (2,828 ) $ (15,791 ) $ 7,189 Net cash provided by (used in) investing activities 9,354 (4,290 ) (18,817 ) Net cash provided by financing activities 577 15,842 3,615 Effect of exchange rate changes on cash, cash equivalents and restricted cash 18 (27 ) (6 ) Net increase (decrease) in cash, cash equivalents and restricted cash $ 7,121 $ (4,266 ) $ (8,019 ) Operating activities Operating activities used $2.8 million and $15.8 million of cash during the years ended December 31, 2023 and 2022, respectively.
Commission Revenue Commission revenue consists of the estimated constrained lifetime values, or constrained LTVs, of commission payments we expect to receive from health insurance carriers and auto insurance carriers on the sale of insurance policies to consumers and renewals of such policies. Commission revenue is recognized upon satisfaction of our performance obligation.
Commission Revenue Our commission revenue consists of the constrained LTVs of commission payments that we expect to receive in our automotive insurance vertical, and prior to our exit from health, that we expected to receive in our health insurance vertical on the sale of insurance policies to consumers and renewals of such policies.
In December 2022, we issued 58,754 shares of Class A common stock to the former owners of Eversurance upon achievement of the third and final target of the contingent consideration arrangement. We issued 62,671 shares of our Class A common stock in December 2022 to settle the first milestone related to the PolicyFuel contingent consideration.
We issued 62,671 shares of our Class A common stock in December 2022 to settle the first milestone related to the PolicyFuel contingent consideration. The fair value of our contingent consideration liability for the PolicyFuel shares for the second and third milestones was zero as of December 31, 2023.
The decrease in revenue from our automotive vertical was primarily due to a decrease of $21.1 million in carrier spend for referrals, partially offset by an increase in commission revenue of $14.6 million.
The decrease in revenue from our automotive insurance vertical was primarily due to a decrease in carrier spend for referrals of $83.3 million, including a decrease in subsidies from one of our larger carrier customers, and a decrease in commission revenue of $13.6 million.
Key Components of Our Results of Operations Revenue We generate our revenue primarily by selling consumer referrals to insurance provider customers, consisting of carriers and agents, as well as to indirect distributors. To simplify the quoting process for the consumer and improve performance for the provider, we are able to provide consumer-submitted quote request data along with each referral.
To simplify the quoting process for the consumer and improve performance for the provider, we are able to provide consumer-submitted quote request data along with each referral. We recognize revenue from consumer referrals at the time of delivery.
Our vision is to become the largest online source of insurance policies by using data, technology and knowledgeable advisors to make insurance simpler, more affordable and personalized, ultimately reducing cost and risk.
Overview We operate a leading online marketplace for insurance shopping, connecting consumers with insurance provider customers, which includes both carriers and agents. Our vision is to become the largest online source of insurance policies by using data, technology and knowledgeable advisors to make insurance simpler, more affordable and personalized.
The increase in general and administrative expenses was primarily due to an increase in personnel-related costs of $1.2 million, an increase in consulting fees of $0.9 million and an increase in bad debt expense of $0.7 million. Credit card fees also increased by $0.3 million.
The decrease in general and administrative expenses was primarily due to a decrease in personnel-related costs of $0.9 million and decreases in insurance costs and bad debt expense of $0.5 million each. These decreases were partially offset by a net increase in professional fees of $0.5 million, primarily due to an increase in legal costs.
We expect revenue to fluctuate from quarter to quarter and, in particular, for our commission revenue to be positively impacted during the open and annual enrollment periods in our health vertical. Cost and Operating Expenses Our cost and operating expenses consist of cost of revenue, sales and marketing, research and development, general and administrative expenses and acquisition-related costs.
We expect revenue from our other insurance vertical to further decrease in 2024 as a result of our exit from the health insurance vertical. Cost and Operating Expenses Our cost and operating expenses consist of cost of revenue, sales and marketing, research and development, general and administrative expenses, restructuring and other charges and acquisition-related costs.
The increase in claims severity has reduced underwriting performance for auto insurance carriers, causing them to implement policy premium increases and reduce spending on new customer acquisition. The reduction in new customer acquisition spending by auto insurance carriers has had a negative impact on the pricing and demand for consumer referrals in our marketplace.
The auto insurance industry has experienced deteriorated underwriting performance due to a rise in claims, inflation, and inadequate policy premiums. This deteriorated underwriting performance has caused our insurance carrier customers to reduce spending on new customer acquisition, which has had a negative impact on the pricing and demand for consumer referrals in our marketplace during 2022 and 2023.
Interest income consists of interest earned on invested cash balances.
Other Income (Expense) Other income (expense) consists of interest income and other income (expense). Interest income consists of interest earned on invested cash balances. Other income (expense) consists of miscellaneous income (expense) unrelated to our core operations.
The decrease in sales and marketing expense was primarily due to a decrease in advertising expenditures of $13.1 million, partially offset by an increase in personnel-related costs of $5.5 million. The decrease in advertising expenditures primarily related to decreased carrier spend for referrals, which impacted our advertising expenditures.
The decrease in sales and marketing expense was primarily due to a decrease in advertising costs of $88.2 million due to a decrease in carrier spend.
The decrease in research and development expense was primarily due to a decrease in personnel-related costs of $4.1 million and a decrease in consulting costs of $0.4 million, partially offset by an increase in technology service costs of $0.8 million.
The decrease in research and development expense was due to a decrease in personnel-related costs.
Net cash provided by financing activities during the year ended December 31, 2021 consisted of proceeds of $3.6 million received from the exercise of common stock options. For a discussion of our cash flows for the year ended December 31, 2020, see Item 7.
For a discussion of our cash flows for the year ended December 31, 2021, see Item 7.
Our DTC agents bind policies for consumers, further streamlining the consumer shopping experience. Our services are free for consumers, and we derive our revenue from sales of consumer referrals to insurance providers and directly from commissions on sales of policies.
Our services are free for consumers, and we derive our revenue from consumer inquires sold as referrals to insurance providers and directly from commissions on sales of policies by our DTC insurance agency. Since 2011, our core mission has been to make finding insurance easy and more personal, saving consumers and insurance providers time and money.