Biggest changeInterest expense The following table presents our interest expense for the years ended December 31, 2022 and 2021, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2022 $ % Year ended December 31, 2021 Interest expense, net $ 9,245 1,415 18.1 % $ 7,830 Percentage of revenue 2.0 % 1.2 % The increase in interest expense for the year ended December 31, 2022, compared with the year ended December 31, 2021, was driven primarily by the interest on amounts drawn on our 2021 Revolving Credit Facility in April 2022 to fund a portion of the consideration for our acquisition of CHT and higher interest rates on our 2021 Term Loan Facility, offset in part by the impact of a lower average outstanding balance on the 2021 Term Loan Facility. 57 Table of Contents Income tax expense (benefit) The following table presents our income tax expense (benefit) for the years ended December 31, 2022 and 2021, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2022 $ % Year ended December 31, 2021 Income tax expense (benefit) $ 102,905 103,952 n/m $ (1,047) Percentage of revenue 22.4 % (0.2) % For the year ended December 31, 2022, we recorded income tax expense of $102.9 million resulting from our effective tax rate of 337.8%, which differed from the U.S. federal statutory rate of 21%, due primarily to changes in valuation allowance, tax impacts associated with equity based awards, and tax impacts of losses attributable to non-controlling interests.
Biggest changeIncome tax (benefit) expense The following table presents our income tax (benefit) expense for the years ended December 31, 2023 and 2022, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2023 $ % Year ended December 31, 2022 Income tax (benefit) expense $ (463) (103,368) n/m $ 102,905 Percentage of revenue (0.1) % 22.4 % For the year ended December 31, 2023, our income tax benefit of $0.5 million consisted primarily of the tax impacts of changes in our uncertain tax positions, as we recorded a valuation allowance against our current year losses.
The change also resulted in an expense/benefit of the same amount which has been recorded within income tax expense (benefit) for the same periods.
The change also resulted in an expense/benefit of the same amount, which has been recorded within income tax (benefit) expense for the same periods.
The Amended Credit Agreement provides for a new senior secured term loan facility in an aggregate principal amount of $190.0 million (the “2021 Term Loan Facility”), the proceeds of which were used to refinance all of the $186.4 million outstanding under the existing 2020 Term Loan Facility and the unpaid interest thereon as of the date of the First Amendment, to pay fees related to these transactions, and to provide cash for general corporate purposes, and a new senior secured revolving credit facility with commitments in an aggregate amount of $50.0 million (the “2021 Revolving Credit Facility” and, together with the 2021 Term Loan Facility, the "2021 Credit Facilities"), which replaced the 2020 Revolving Credit Facility.
The Existing Credit Agreement provides for a new senior secured term loan facility in an aggregate principal amount of $190.0 million (the “2021 Term Loan Facility”), the proceeds of which were used to refinance all of the $186.4 million outstanding under the existing 2020 Term Loan Facility and the unpaid interest thereon as of the date of the First Amendment, to pay fees related to these transactions, and to provide cash for general corporate purposes, and a new senior secured revolving credit facility with commitments in an aggregate amount of $50.0 million (the “2021 Revolving Credit Facility” and, together with the 2021 Term Loan Facility, the "2021 Credit Facilities"), which replaced the 2020 Revolving Credit Facility.
The auto insurance industry began to experience a cyclical downturn in the second half of 2021, with many P&C insurance carriers experiencing lower than expected underwriting profitability due to higher than expected inflation in automobile claims costs, leading them to reduce their customer acquisition spending on our platform until they can obtain regulatory approval to increase their premium rates.
The auto insurance industry began to experience a cyclical downturn in the second half of 2021, with many P&C insurance carriers experiencing lower than expected underwriting profitability due to higher than expected inflation in automobile claims costs, leading them to reduce their customer acquisition spending on our platform until they obtain regulatory approval to increase their premium rates.
During the second half of 2021, the auto insurance industry began to experience a cyclical downturn, as supply chain disruptions and cost increases caused by the pandemic and overall inflationary pressures contributed to higher-than-expected P&C insurance claims costs, which led many carriers to reduce their customer acquisition spending to preserve their profitability.
During the second half of 2021, the auto insurance industry began to experience a cyclical downturn, as supply chain disruptions and cost increases caused by the pandemic and overall inflationary pressures contributed to higher-than-expected P&C insurance claims costs, which led many carriers to reduce their customer acquisition spending significantly to preserve their profitability.
To the extent that our current liquidity is insufficient to fund future activities or we do not remain in compliance with our financial covenants under the 2021 Credit Facilities, we may need to reduce operating costs, negotiate amendments to or waivers of the terms of such credit facilities, refinance our debt, or raise additional capital.
To the extent that our current liquidity is insufficient to fund future activities or we do not remain in compliance with our financial covenants under the 2021 Credit Facilities, we may need to further reduce operating costs, negotiate amendments to or waivers of the terms of such credit facilities, refinance our debt, or raise additional capital.
(6) Changes in TRA related liability for the year ended December 31, 2022 consist of $83.3 million of gain on reduction of liability pursuant to the TRA resulting from remeasuring of the non-current portion of liability to zero as we no longer consider the payments under the agreement to be probable.
Changes in TRA related liability for the year ended December 31, 2022 consist of $83.3 million of gain on reduction of liability pursuant to the TRA resulting from remeasuring of the non-current portion of liability to zero as we no longer consider the payments under the agreement to be probable.
Liabilities related to the tax receivables agreement As described in Part II, Item 8 “Financial Statements and Supplementary Data - Note 1 to the Consolidated Financial Statements - Organization and Background” of this Annual Report on Form 10-K, we are a party to the Tax Receivables Agreement (“TRA”), under which we are contractually committed to pay the non-controlling interest holders in QLH 85% of the amount of any tax benefits that we actually realize, or in some cases are deemed to realize as a result of certain transactions.
Liabilities related to the tax receivables agreement As described in Part II, Item 8 “Financial Statements and Supplementary Data - Note 1 to the Consolidated Financial Statements - Organization and Background” of this Annual Report on Form 10-K, we are a party to the TRA, under which we are contractually committed to pay the non-controlling interest holders in QLH 85% of the amount of any tax benefits that we actually realize, or in some cases are deemed to realize as a result of certain transactions.
Should this be the case or if we decide to proceed directly to the goodwill impairment, we identify whether a potential impairment exists by comparing the estimated fair value of the reporting unit with the carrying value, including goodwill.
Should this be the case or if we decide to proceed directly to the goodwill impairment test, we identify whether a potential impairment exists by comparing the estimated fair value of the reporting unit with the carrying value, including goodwill.
Though we continue to expect P&C insurance revenue to increase over the course of 2023 as more carriers reach rate adequacy and resume competing for market share, we are currently unable to accurately predict the duration of this cyclical downturn or its impact on our revenue from the P&C insurance vertical, or our profitability, beyond the first quarter of 2023.
Though we continue to expect P&C insurance revenue to increase over the course of 2024 as more carriers reach rate adequacy and resume competing for market share, we are currently unable to accurately predict the duration of this cyclical downturn or its impact on our revenue from the P&C insurance vertical, or our profitability, beyond the first quarter of 2024.
On April 1, 2022, we closed the acquisition of substantially all of the assets of Customer Helper Team, LLC ("CHT") for cash consideration of $49.7 million at closing, plus contingent consideration of up to $20.0 million based on CHT’s achievement of revenue and profitability targets for the two successive 12-month periods following the closing.
On April 1, 2022, we closed the acquisition of substantially all of the assets of Customer Helper Team, LLC ("CHT") for cash consideration of $49.7 million at closing, plus contingent consideration of up to $20.0 million based on CHT’s achievement of revenue and profitability targets for the two successive twelve-month periods following the closing.
The effect of a change in tax rates on deferred tax assets and liabilities is recognized on our consolidated statement of operations in the period in which the enactment date occurs. We record valuation allowances against our deferred tax assets when we determine that they are more likely than not to be realized.
The effect of a change in tax rates on deferred tax assets and liabilities is recognized on our consolidated statements of operations in the period in which the enactment date occurs. We record valuation allowances against our deferred tax assets when we determine that they are more likely than not to be realized.
Our relationships with our partners are deep and long standing and involve most of the top-tier insurance carriers in the industry. In terms of buyers, during the year ended December 31, 2022, 15 of the top 20 largest auto insurance carriers by customer acquisition spend were on our platform.
Our relationships with our partners are deep and long standing and involve most of the top-tier insurance carriers in the industry. In terms of buyers, during the year ended December 31, 2023, 15 of the top 20 largest auto insurance carriers by customer acquisition spend were on our platform.
We recognize revenue pursuant to the framework contained in Accounting Standards Codification (“ASC”) 606, Revenue from Contracts with Customers (“ASC 606"), as issued by the Financial Accounting Standards Board (“FASB”): (i) identify the contract with a client; (ii) identify the performance obligations in the contract, including whether they are distinct in the context of the contract; (iii) determine the transaction price, including the constraint on variable consideration; (iv) allocate the transaction price to the performance obligations in the contract; and (v) recognize revenue when we satisfy the performance obligations.
We recognize revenue pursuant to the framework contained in Accounting Standards Codification (“ASC”) 606, Revenue from Contracts with Customers (“ASC 606"), as issued by the Financial Accounting Standards Board (“FASB”): (i) identify the contract with a client; (ii) identify the performance obligations in the contract, including whether they are distinct in the context of the contract; (iii) determine the transaction 54 Table of Contents price, including the constraint on variable consideration; (iv) allocate the transaction price to the performance obligations in the contract; and (v) recognize revenue when we satisfy the performance obligations.
In such cases, the carrying value of these assets are adjusted to their estimated fair values and assets held for sale are adjusted to their estimated fair values less selling expenses. For the years ended December 31, 2022 and 2021, there were no impairments recognized for long-lived assets.
In such cases, the carrying value of these assets are adjusted to their estimated fair values and assets held for sale are adjusted to their estimated fair values less selling expenses. For the years ended December 31, 2023 and 2022, there were no impairments recognized for long-lived assets.
The majority of our accounts receivables are less than 60 days old. If we were to experience a delay in receiving a payment from a buyer within a quarter, our operating cash flows for that quarter could be adversely impacted.
The majority of our accounts receivable are less than 60 days old. If we were to experience a delay in receiving a payment from a buyer within a quarter, our operating cash flows for that quarter could be adversely impacted.
An impairment loss is recognized on long-lived assets in the consolidated statement of operations when indicators of impairment are present and the undiscounted cash flows estimated to be generated by those assets are less than the carrying amount of the assets.
An impairment loss is recognized on long-lived assets in the consolidated statements of operations when indicators of impairment are present and the undiscounted cash flows estimated to be generated by those assets are less than the carrying amount of the assets.
Sales and marketing Sales and marketing expenses consist primarily of an allocation of personnel expenses for employees engaged in demand side and supply side business development and marketing, and include salaries, wages, non-cash equity-based compensation, and the cost of health and other employee benefits.
Sales and marketing Sales and marketing expenses consist primarily of an allocation of personnel expenses for employees engaged in demand side and supply side business development and marketing, and include salaries, wages, equity-based compensation, and the cost of health and other employee benefits.
We believe the versatility and breadth of our offerings, coupled with our focus on high-quality products, provide significant value to insurance carriers and distributors, leading many of them to use our platform as their central hub for broadly managing digital customer acquisition and monetization, resulting in strong retention rates.
We believe the versatility and breadth of our offerings, coupled with our focus on high-quality products, provide significant value to insurance carriers and distributors, leading many of them to use our platform as their central hub for broadly managing digital customer 52 Table of Contents acquisition and monetization, resulting in strong retention rates.
These cycles in the auto insurance industry are characterized by periods of “soft” market conditions, when carriers are profitable and are focused on increasing capacity and building market share, and “hard” market conditions, when carriers are experiencing lower or even negative underwriting profits and are seeking to increase their premium rates to improve their 50 Table of Contents profitability.
These cycles in the auto insurance industry are characterized by periods of “soft” market conditions, when carriers are profitable and are focused on increasing capacity and building market share, and “hard” market conditions, when carriers are experiencing lower or even negative underwriting profits and are seeking to increase their premium rates to improve their profitability.
The price and amount of Consumer Referrals purchased and sold on our platform vary based on a number of market conditions and consumer attributes, including (i) geographic location of consumers, (ii) demographic attributes of consumers, 51 Table of Contents (iii) the source of Consumer Referrals and quality of conversion by source, (iv) buyer bid levels and (v) buyer demand and budgets.
The price and amount of Consumer Referrals purchased and sold on our platform vary based on a number of market conditions and consumer attributes, including (i) geographic location of consumers, (ii) demographic attributes of consumers, (iii) the source of Consumer Referrals and quality of conversion by source, (iv) buyer bid levels and (v) buyer demand and budgets.
Under this method, we determine deferred tax assets and liabilities on the basis of the differences between the consolidated financial statements and tax bases of assets and liabilities by using enacted tax rates in effect for the year in which the differences are expected to reverse.
Under this method, we determine deferred tax assets and liabilities on the basis of the differences between the consolidated financial statements and tax bases of assets and liabilities by using enacted tax rates in effect for the year in which the differences are 68 Table of Contents expected to reverse.
Our chief operating decision maker is our chief executive officer, who reviews financial information presented on a consolidated basis for purposes of allocating resources and evaluating financial performance. No expense or operating income is evaluated at a segment level.
Our chief operating decision maker is our chief executive officer, who reviews financial information presented on a consolidated basis for purposes of allocating resources and evaluating financial performance. No expense or operating income is evaluated at a level below our consolidated financial statements.
The excess of the purchase price over the fair value of the identified assets and liabilities is recorded as goodwill. Operating results of the acquired entity are reflected in our consolidated financial statements from the date of acquisition.
The excess 67 Table of Contents of the purchase price over the fair value of the identified assets and liabilities is recorded as goodwill. Operating results of the acquired entity are reflected in our consolidated financial statements from the date of acquisition.
The accounting policies we believe to reflect our more significant estimates, judgments and assumptions that are most critical to understanding and evaluating our reported financial results are: business combination, goodwill and intangible assets, impairment of long-lived assets, equity-based compensation, income taxes, and liabilities related to the tax receivables agreement.
The accounting policies we believe to reflect our more significant estimates, judgments and assumptions that are most critical to understanding and evaluating our reported financial results are: business combination, goodwill and intangible assets, impairment of long-lived assets, equity-based compensation, income taxes, and liabilities related to the TRA.
Investing activities Our investing activities consist primarily of purchases of property and equipment, acquisitions of intangible assets as part of business acquisitions, and investments. Cash flows used in investing activities were $49.8 million for the year ended December 31, 2022, compared with $0.7 million for the year ended December 31, 2021.
Investing activities Our investing activities consist primarily of purchases of property and equipment, acquisitions of intangible assets as part of business acquisitions, and investments. Cash flows used in investing activities were $0.1 million for the year ended December 31, 2023, compared with $49.8 million for the year ended December 31, 2022.
Our 62 Table of Contents material cash requirements include our long-term debt, operating lease obligations, any payments under the TRA, and any contingent consideration payable in connection with our acquisition of CHT.
Our material cash requirements include our long-term debt, operating lease obligations, any payments under the TRA, and any contingent consideration payable in connection with our acquisition of CHT.
In such event, the Company would be required to make an immediate cash payment equal to the present value of the anticipated future tax benefits that are the subject of the TRA. 67 Table of Contents
In such event, the Company would be required to make an immediate cash payment equal to the present value of the anticipated future tax benefits that are the subject of the TRA.
The following table reconciles Contribution with gross profit, the most directly comparable financial measure calculated and presented in accordance with GAAP, for the years ended December 31, 2022, 2021 and 2020.
The following table reconciles Contribution with gross profit, the most directly comparable financial measure calculated and presented in accordance with GAAP, for the years ended December 31, 2023 and 2022.
We believe it is useful to investors to assess the overall level of activity on our platform and to better understand the sources of our revenue across our different transaction models and verticals. 60 Table of Contents The following table presents Transaction Value by platform model for the years ended December 31, 2022, 2021 and 2020.
We believe it is useful to investors to assess the overall level of activity on our platform and to better understand the sources of our revenue across our different transaction models and verticals. 62 Table of Contents The following table presents Transaction Value by platform model for the years ended December 31, 2023 and 2022.
(3) SOX implementation costs consist of $0.1 million and $1.2 million of expenses incurred by us for the years ended December 31, 2022 and 2021, respectively, for third-party consultants to assist us with the development, implementation, and documentation of new and enhanced internal controls and processes for compliance with SOX Section 404(b).
(2) SOX implementation costs consist of $0.1 million of expenses incurred by us for the year ended December 31, 2022 for third-party consultants to assist us with the development, implementation, and documentation of new and enhanced internal controls and processes for compliance with SOX Section 404(b).
As long as 49 Table of Contents these secular trends persist, we expect digital insurance customer acquisition spending to continue to grow over time, and we believe we are well-positioned to benefit from this growth.
As long as these secular trends persist, we expect digital insurance customer acquisition spending to continue to grow over time, and we believe we are well-positioned to benefit from this growth.
For the year ended December 31, 2022, 92% of total Transaction Value executed on our platform came from demand partner relationships in existence during 2021. Our demand and supply partners Our success depends on our ability to retain and grow the number of demand and supply partners on our platform.
For the year ended December 31, 2023, 93% of total insurance Transaction Value executed on our platform came from demand partner relationships in existence during 2022. Our demand and supply partners Our success depends on our ability to retain and grow the number of demand and supply partners on our platform.
Cost of revenue Our cost of revenue is comprised primarily of revenue share payments to suppliers and traffic acquisition costs paid to search engines and social media platforms, as well as telephony infrastructure costs, internet and hosting costs, and merchant fees, and includes salaries, wages, non-cash equity-based compensation, the cost of health and other employee benefits, and other expenses including allocated portion of rent and facilities expenses.
Cost of revenue Our cost of revenue is comprised primarily of revenue share payments to suppliers and traffic acquisition costs paid to search engines and social media platforms, as well as telephony infrastructure costs, internet and hosting costs, and merchant fees, and includes salaries, wages, equity-based compensation, the cost of health and other employee benefits for employees engaged in media buying, and other expenses including allocated portion of rent and facilities expenses.
These limitations include the fact that Adjusted EBITDA excludes interest expense on debt, income tax benefit (expense), equity-based compensation expense, depreciation and amortization, and certain other adjustments that we consider useful information to investors and others in understanding and evaluating our operating results.
These limitations include the fact that Adjusted EBITDA excludes interest expense on debt, income tax benefit (expense), equity-based compensation expense, depreciation and amortization, and certain other adjustments that we 60 Table of Contents consider to be useful to investors and others in understanding and evaluating our operating results.
Consumer Referrals Our results depend in large part on the number of Consumer Referrals purchased on our platform. The aggregate number of consumer clicks, calls and leads purchased by insurance buyers on our platform declined to 90.4 million for the year ended December 31, 2022 from 98.3 million for the year ended December 31, 2021.
Consumer Referrals Our results depend in large part on the number of Consumer Referrals purchased on our platform. The aggregate number of consumer clicks, calls and leads purchased by insurance buyers on our platform increased to 98.8 million for the year ended December 31, 2023 from 90.4 million for the year ended December 31, 2022.
Other (income) expense, net for the year ended December 31, 2022 consisted primarily of a gain on reduction of liability pursuant to the Tax Receivables Agreement (“TRA”) and an impairment charge related to our cost method investment.
Other (income), net for the year ended December 31, 2022 consisted primarily of a gain on reduction of liability pursuant to the Tax Receivables Agreement (“TRA”) offset in part by an impairment charge related to our cost method investment.
Transaction Value on our platform declined to $737.5 million for the year ended December 31, 2022 from $1.0 billion for the year ended December 31, 2021, due primarily to a decrease in customer acquisition spending by P&C insurance carriers in response to significant reductions in their underwriting profitability.
Transaction Value on our platform declined to $593.4 million for the year ended December 31, 2023 from $737.5 million for the year ended December 31, 2022, due primarily to a decrease in customer acquisition spending by P&C insurance carriers in response to significant reductions in their underwriting profitability.
The applicable margins will be based on our consolidated total net leverage ratio as calculated under the terms of the Amended Credit Agreement (the “Leverage Ratio”) for the prior fiscal quarter and range from 2.00% to 2.75% with respect to the London Interbank Offered Rate and from 1.00% to 1.75% with respect to the base rate.
The applicable margins will be based on our consolidated total net leverage ratio as calculated under the terms of the Amended Credit Agreement (the “Leverage Ratio”) for the prior fiscal quarter and range from 2.00% to 2.75% with respect to the Term SOFR or Daily Simple SOFR and from 1.00% to 1.75% with respect to the base rate.
As of December 31, 2022, in conjunction with recording a valuation allowance on our deferred tax assets and projections of future taxable income, we determined that we no longer consider the payments under the agreement to be probable, and so remeasured our liabilities pursuant to the TRA, net of current portion, to be zero.
As of December 31, 2023, we had no payments due pursuant to the TRA, as in conjunction with recording a valuation allowance on our deferred tax assets and projections of future taxable income we determined that we no longer consider the payments under the TRA to be probable, and so remeasured our liabilities pursuant to the TRA to be zero.
We are investing in diversifying our paid media sources to extend beyond search engine marketing, which has historically represented the bulk of our paid media spend, into other online media sources, including native, social, and display advertising. Seasonality Our results are subject to fluctuations as a result of seasonality.
We continuously look to diversify our paid media sources to extend beyond search engine marketing, which has historically represented the bulk of our paid media spend, into other online media sources, such as native, social, and display advertising. Seasonality Our results are subject to fluctuations as a result of seasonality.
The TRA also requires us to pay White Mountains 85% of the amount of the cash savings, if any, in U.S. federal, state and local income tax that we realize (or are deemed to realize) as a result of the utilization of the net operating losses of Intermediate Holdco attributable to periods prior to the IPO and the deduction of any imputed interest attributable to our payment obligations under the TRA. 64 Table of Contents In addition to tax expenses, we may also make payments under the TRA, which could be significant.
The TRA also requires us to pay White Mountains 85% of the amount of the cash savings, if any, in U.S. federal, state and local income tax that we realize (or are deemed to realize) as a result of the utilization of the net operating losses of Intermediate Holdco attributable to periods prior to the IPO and the deduction of any imputed interest attributable to our payment obligations under the TRA.
The 2021 Revolving Credit Facility does not require amortization of principal and will mature on July 29, 2026. As of December 31, 2022, we had $178.1 million of outstanding borrowings, net of deferred debt issuance costs of $2.4 million and $5.0 million under the 2021 Term Loan Facility and 2021 Revolving Credit Facility, respectively.
The 2021 Revolving Credit Facility does not require amortization of principal and will mature on July 29, 2026. As of December 31, 2023, we had $169.3 million of outstanding borrowings, net of deferred debt issuance costs of $1.7 million, under the 2021 Term Loan Facility, and $5.0 million of borrowings outstanding under the 2021 Revolving Credit Facility.
(7) Changes in Tax Indemnification Receivable consists of $0.1 million of income, $1.4 million of expense, and $0.3 million of expense incurred by us for the years ended December 31, 2022, 2021, and 2020, respectively, related to changes in the tax indemnification receivable recorded in connection with the Reorganization Transactions.
(5) Changes in Tax Indemnification Receivable consists of $0.6 million of expense and $0.1 million of income incurred by us for the years ended December 31, 2023 and 2022, respectively, related to changes in the tax indemnification receivable recorded in connection with the Reorganization Transactions.
We generate revenue by earning a fee for each Consumer Referral sold on our platform. A transaction becomes payable upon a qualifying consumer action, such as a click, call or lead, and is generally not contingent on the sale of a product to the consumer. We believe in the disruptive power of transparency.
We generate revenue by earning a fee for each Consumer Referral sold on our platform. A transaction becomes payable upon a qualifying consumer action, such as a click, call or lead, and is generally not contingent on the sale of a product to the consumer. We believe our technology is a key differentiator and a powerful driver of our performance.
(10) Settlement of federal and state tax refunds consist of $0.1 million and $2.1 million of expenses incurred by us for the years ended December 31, 2022 and 2021, respectively, related to reimbursement to White Mountains for federal and state tax refunds for the period prior to the Reorganization Transaction related to 2020 federal and state tax returns.
(6) Settlement of federal and state tax refunds consist of immaterial expense and $0.1 million of expenses incurred by us for the years ended December 31, 2023 and 2022, respectively, related to reimbursement to White Mountains for federal and state tax refunds for the period prior to the Reorganization Transactions related to 2020 federal and state tax returns.
Financing activities Our financing activities consist primarily of proceeds from and repayments on our term debt facilities and revolving line of credit, payments of debt issue costs, transactions related to our common stock, and, prior to the IPO, member contributions and distributions of QLH.
Financing activities Our financing activities consist primarily of proceeds from and repayments on our term debt facilities and revolving line of credit, payments of debt issue costs, and transactions related to our common stock.
Cash flows used in financing activities were $14.5 million for the year ended December 31, 2022, compared with $1.0 million for the year ended December 31, 2021.
Cash flows used in financing activities were $17.4 million for the year ended December 31, 2023, compared with $14.5 million for the year ended December 31, 2022.
Interest expense Interest expense consists primarily of interest expense associated with outstanding borrowings under our 2021 Credit Facilities and the amortization of deferred financing costs associated with these arrangements. See “-Liquidity and capital resources-Financing activities” below.
Interest expense Interest expense consists primarily of interest expense associated with outstanding borrowings under our 2021 Credit Facilities and the amortization of deferred financing costs associated with these arrangements.
During the year ended December 31, 2022, an average of 26.0 million consumers shopped for insurance products through the websites of our diversified group of supply partners and our proprietary websites each month, driving an average of 7.5 million Consumer Referrals on our platform each month.
During the year ended December 31, 2023, an average of 36.9 million consumers shopped for insurance products through the websites of our diversified group of supply partners and our proprietary websites each month, driving an average of 8.2 million Consumer Referrals on our platform each month.
(4) Fair value adjustment to contingent consideration for the year ended December 31, 2022 consists of $7.0 million of gain in connection with the remeasurement of the contingent consideration for the acquisition of CHT as of December 31, 2022.
(3) Fair value adjustment to contingent consideration for the year ended December 31, 2022 consists of $7.0 million of gain in connection with the remeasurement of the contingent consideration for the acquisition of CHT as of December 31, 2022. (4) Changes in TRA related liability for the year ended December 31, 2023 consist of immaterial expense.
The following table presents the percentages of total Transaction Value generated from clicks, calls and leads for the years ended December 31, 2022 and 2021: Year Ended December 31, 2022 2021 Clicks 75.3 % 79.3 % Calls 15.3 % 9.5 % Leads 9.4 % 11.3 % 61 Table of Contents Segment information We operate in the United States and in a single operating segment.
The following table presents the percentages of total Transaction Value generated from clicks, calls and leads for the years ended December 31, 2023 and 2022: Year Ended December 31, 2023 2022 Clicks 69.4 % 75.3 % Calls 18.6 % 15.3 % Leads 12.0 % 9.4 % 63 Table of Contents Segment information We operate primarily in the United States and in a single operating segment.
Cash flows The following table presents a summary of our cash flows for the years ended December 31, 2022 and 2021, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2022 $ % Year ended December 31, 2021 Net cash provided by operating activities $ 28,274 (347) (1.2) % $ 28,621 Net cash used in investing activities $ (49,775) (49,125) 7,557.7 % $ (650) Net cash used in financing activities $ (14,521) (13,560) 1,411.0 % $ (961) Operating activities Net cash provided by operating activities primarily consists of net loss, adjusted for certain (i) non-cash items including equity-based compensation expense, changes in deferred taxes, amortization of intangible assets, and deferred debt issuance costs, and (ii) changes in operating assets and liabilities (accounts receivable, prepaid expenses and other current assets, accounts payable, accrued expenses and deferred rent).
Cash flows The following table presents a summary of our cash flows for the years ended December 31, 2023 and 2022, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2023 $ % Year ended December 31, 2022 Net cash provided by operating activities $ 20,231 (8,043) (28.4) % $ 28,274 Net cash used in investing activities $ (73) 49,702 (99.9) % $ (49,775) Net cash used in financing activities $ (17,429) (2,908) 20.0 % $ (14,521) Operating activities Net cash provided by operating activities consists primarily of net loss, adjusted for certain (i) non-cash items including equity-based compensation expense, changes in deferred taxes, amortization of intangible assets, and deferred debt issuance costs, and (ii) changes in operating assets and liabilities (accounts receivable, prepaid expenses and other current assets, accounts payable, accrued expenses and deferred rent).
For example, the California Consumer Privacy Act ("CCPA"), became effective on January 1, 2020 and has been amended by the California Privacy Rights Act ("CPRA"), which became effective January 1, 2023, and a number of other states, including Colorado, Connecticut, Utah, and Virginia, have enacted or are considering similar laws, all of which may affect our business.
In addition, the California Consumer Privacy Act ("CCPA"), became effective on January 1, 2020 and has been amended by the California Privacy Rights Act ("CPRA"), which became effective January 1, 2023, and a number of other states, including Colorado, Connecticut, Delaware, Florida, Indiana, Iowa, Montana, New Jersey, Oregon, Tennessee, Texas, Utah, Virginia, and Washington, have enacted or are considering similar laws, all of which may affect our business.
We believe that our current sources of liquidity will be sufficient to meet our projected operating and debt service requirements, and to continue to comply with our financial covenants under the 2021 Credit Facilities, for at least the next 12 months.
We believe that our current sources of liquidity, which include cash flow generated from operations, cash and funds available under the 2021 Credit Facilities, will be sufficient to meet our projected operating and debt service requirements, and we expect that we will continue to comply with our financial covenants under the 2021 Credit Facilities, for at least the next twelve months.
Product development Product development expenses consist primarily of an allocation of personnel expenses for employees engaged in technology, engineering and product development and include salaries, wages, non-cash equity-based compensation, and the cost of health and other employee benefits.
Product development Product development expenses consist primarily of an allocation of personnel expenses for employees engaged in technology, engineering and product development and include salaries, wages, equity-based compensation, and the cost of health and other employee benefits. Product development expenses also include an allocated portion of rent and facilities expenses and depreciation and amortization expense.
Impairment of long-lived assets Long-lived assets such as property and equipment and finite lived intangible assets are reviewed for impairment whenever events or changes in circumstances indicate that the carrying amount of an asset group may not be recoverable.
For the years ended December 31, 2023 and 2022, there were no impairments recognized for goodwill. Impairment of long-lived assets Long-lived assets such as property and equipment and finite lived intangible assets are reviewed for impairment whenever events or changes in circumstances indicate that the carrying amount of an asset group may not be recoverable.
The settlement also resulted in a benefit of the same amount which has been recorded within income tax (benefit). 59 Table of Contents Contribution and Contribution Margin We define “Contribution” as revenue less revenue share payments and online advertising costs, or, as reported in our consolidated statement of operations, revenue less cost of revenue (i.e., gross profit), as adjusted to exclude the following items from cost of revenue: equity-based compensation; salaries, wages, and related costs; internet and hosting costs; amortization; depreciation; other services; and merchant-related fees.
Contribution and Contribution Margin We define “Contribution” as revenue less revenue share payments and online advertising costs, or, as reported in our consolidated statements of operations, revenue less cost of revenue (i.e., gross profit), as adjusted to exclude the following items from cost of revenue: equity-based compensation; salaries, wages, and related costs; internet and hosting costs; 61 Table of Contents amortization; depreciation; other services; and merchant-related fees.
Significant judgment is required in determining our provision or benefit for income taxes and in evaluating uncertain tax positions. We account for income taxes under the asset and liability method, which requires the recognition of deferred tax assets and liabilities for the expected future tax consequences of events included in our consolidated financial statements.
We account for income taxes under the asset and liability method, which requires the recognition of deferred tax assets and liabilities for the expected future tax consequences of events included in our consolidated financial statements.
The decrease in life insurance revenue for the year ended December 31, 2022, compared with the year ended December 31, 2021, was driven by a continued reduction in consumers shopping for life insurance as concerns related to the COVID-19 pandemic eased.
The decrease in life insurance revenue for the year ended December 31, 2023, compared with the year ended December 31, 2022, was driven by a continued reduction in consumers shopping for life insurance as concerns related to the COVID-19 pandemic eased, as well as by a shift in focus by a key supply partner from Life insurance to our Health vertical.
We obtain these Consumer Referrals from our diverse network of supply partners as well as from our proprietary properties. We seek to increase the number and scale of our supply relationships and drive consumers to our proprietary properties through a variety of paid traffic acquisition sources.
We seek to increase the number and scale of our supply relationships and drive consumers to our proprietary properties through a variety of paid traffic acquisition sources.
Product development expenses also include an allocated portion of rent and facilities expenses and depreciation and amortization expense. 52 Table of Contents General and administrative General and administrative expenses consist primarily of an allocation of personnel expenses for executive, finance, legal, people operations, and business analytics employees, and include salaries, wages, non-cash equity-based compensation, and the cost of health and other employee benefits.
General and administrative General and administrative expenses consist primarily of an allocation of personnel expenses for executive, finance, legal, people operations, and business analytics employees, and include salaries, wages, equity-based compensation, and the cost of health and other employee benefits.
As of December 31, 2022 and December 31, 2021, our cash and cash equivalents totaled $14.5 million and $50.6 million, respectively. As of December 31, 2022, the aggregate principal amount outstanding under the 2021 Term Loan Facility was $180.5 million and our borrowing capacity under the 2021 Revolving Credit Facility was $45.0 million.
As of December 31, 2023, the aggregate principal amount outstanding under the 2021 Term Loan Facility was $171.0 million and our borrowing capacity available under the 2021 Revolving Credit Facility was $45.0 million.
Other (income) expense, net The following table presents our other expenses for the years ended December 31, 2022 and 2021, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2022 $ % Year ended December 31, 2021 Other (income) expense, net $ (75,094) (78,935) n/m $ 3,841 Percentage of revenue (16.4) % 0.6 % For the year ended December 31, 2022, other (income), net consisted primarily of a gain on reduction of our liability pursuant to the TRA of $83.3 million resulting from remeasuring of the non-current portion of liability to zero as of December 31, 2022 after we concluded that payments under the agreement are no longer probable, offset in part by charges related to the impairment of our cost method investment of $8.6 million.
For the year ended December 31, 2022, other expense (income), net consisted primarily of a gain on reduction of our liability pursuant to the TRA of $83.3 million resulting from remeasuring of the non-current portion of liability to zero as of December 31, 2022 after we concluded that payments under the agreement are no longer probable, offset in part by charges related to the impairment of our cost method investment of $8.6 million. 59 Table of Contents Interest expense The following table presents our interest expense for the years ended December 31, 2023 and 2022, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2023 $ % Year ended December 31, 2022 Interest expense, net $ 15,315 6,070 65.7 % $ 9,245 Percentage of revenue 3.9 % 2.0 % The increase in interest expense for the year ended December 31, 2023, compared with the year ended December 31, 2022, was driven by an increase in the interest rate payable on amounts borrowed under the 2021 Credit Facilities, offset in part by the impact of lower outstanding balances in the current year period.
We have multi-faceted relationships with top-tier insurance carriers and distributors. A buyer or a demand partner within our ecosystem is generally an insurance carrier or distributor seeking to reach high-intent insurance consumers.
A buyer or a demand partner within our ecosystem is generally an insurance carrier or distributor seeking to reach high-intent insurance consumers.
Net loss attributable to non-controlling interests was $14.8 million, $3.2 million, and $4.2 million for the years ended December 31, 2022, 2021, and 2020, respectively. 53 Table of Contents Results of operations The following table sets forth our operating results in absolute dollars and as a percentage of revenue for the years ended December 31, 2022 and 2021: Year Ended December 31, 2022 2021 (in thousands) Revenue $ 459,072 100.0 % $ 645,274 100.0 % Costs and operating expenses Cost of revenue 389,013 84.7 % 543,750 84.3 % Sales and marketing 28,816 6.3 % 22,823 3.5 % Product development 21,077 4.6 % 15,195 2.4 % General and administrative 55,556 12.1 % 61,357 9.5 % Total costs and operating expenses 494,462 107.7 % 643,125 99.7 % (Loss) income from operations (35,390) (7.7) % 2,149 0.3 % Other (income) expense, net (75,094) (16.4) % 3,841 0.6 % Interest expense 9,245 2.0 % 7,830 1.2 % Total other (income) expense, net (65,849) (14.3) % 11,671 1.8 % (Loss) before income taxes 30,459 6.6 % (9,522) (1.5) % Income tax expense (benefit) 102,905 22.4 % (1,047) (0.2) % Net (loss) $ (72,446) (15.8) % $ (8,475) (1.3) % Net (loss) attributable to non-controlling interest (14,780) (3.2) % (3,200) (0.5) % Net (loss) attributable to MediaAlpha, Inc. $ (57,666) (12.6) % $ (5,275) (0.8) % Net (loss) per share of Class A common stock -Basic $ (1.37) $ (0.14) -Diluted $ (1.37) $ (0.19) Weighted average shares of Class A common stock outstanding -Basic 41,944,874 37,280,533 -Diluted 41,944,874 61,255,925 Revenue The following table presents our revenue, disaggregated by vertical, for the years ended December 31, 2022 and 2021, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2022 $ % Year ended December 31, 2021 Property & casualty insurance $ 224,366 (193,349) (46.3) % $ 417,715 Percentage of revenue 48.9 % 64.7 % Health insurance 187,392 10,933 6.2 % 176,459 Percentage of revenue 40.8 % 27.3 % Life insurance 26,711 (1,875) (6.6) % 28,586 Percentage of revenue 5.8 % 4.4 % Other 20,603 (1,911) (8.5) % 22,514 Percentage of revenue 4.5 % 3.5 % Revenue $ 459,072 (186,202) (28.9) % $ 645,274 54 Table of Contents The decrease in P&C insurance revenue for the year ended December 31, 2022, compared with the year ended December 31, 2021, was due primarily to a decrease in customer acquisition spending by P&C carriers in response to lower than expected underwriting profitability.
Results of operations The following table sets forth our operating results in absolute dollars and as a percentage of revenue for the years ended December 31, 2023 and 2022: Year Ended December 31, 2023 2022 (in thousands) Revenue $ 388,149 100.0 % $ 459,072 100.0 % Costs and operating expenses Cost of revenue 321,437 82.8 % 389,013 84.7 % Sales and marketing 25,432 6.6 % 28,816 6.3 % Product development 18,458 4.8 % 21,077 4.6 % General and administrative 62,746 16.2 % 55,556 12.1 % Total costs and operating expenses 428,073 110.3 % 494,462 107.7 % (Loss) from operations (39,924) (10.3) % (35,390) (7.7) % Other expense (income), net 1,779 0.5 % (75,094) (16.4) % Interest expense 15,315 3.9 % 9,245 2.0 % Total other expense (income), net 17,094 4.4 % (65,849) (14.3) % (Loss) income before income taxes (57,018) (14.7) % 30,459 6.6 % Income tax (benefit) expense (463) (0.1) % 102,905 22.4 % Net (loss) $ (56,555) (14.6) % $ (72,446) (15.8) % Net (loss) attributable to non-controlling interest (16,135) (4.2) % (14,780) (3.2) % Net (loss) attributable to MediaAlpha, Inc. $ (40,420) (10.4) % $ (57,666) (12.6) % Net (loss) per share of Class A common stock -Basic and diluted $ (0.89) $ (1.37) Weighted average shares of Class A common stock outstanding -Basic and diluted 45,573,416 41,944,874 56 Table of Contents Revenue The following table presents our revenue, disaggregated by vertical, for the years ended December 31, 2023 and 2022, and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2023 $ % Year ended December 31, 2022 Property & casualty insurance $ 164,234 (60,132) (26.8) % $ 224,366 Percentage of revenue 42.3 % 48.9 % Health insurance 186,275 (1,117) (0.6) % 187,392 Percentage of revenue 48.0 % 40.8 % Life insurance 24,287 (2,424) (9.1) % 26,711 Percentage of revenue 6.3 % 5.8 % Other 13,353 (7,250) (35.2) % 20,603 Percentage of revenue 3.4 % 4.5 % Revenue $ 388,149 (70,923) (15.4) % $ 459,072 The decrease in P&C insurance revenue for the year ended December 31, 2023, compared with the year ended December 31, 2022, was due primarily to a decrease in customer acquisition spending by P&C carriers in response to lower than expected underwriting profitability.
The increase resulted primarily from the payment of cash consideration of $49.7 million for our acquisition of CHT, which closed on April 1, 2022.
The decrease resulted primarily from the payment of cash consideration of $49.7 million for our acquisition of CHT in April 2022, which did not recur in 2023.
In connection with the IPO, we entered into the Tax Receivables Agreement (“TRA”) with Insignia, the Senior Executives, and White Mountains related to the tax basis step-up of the assets of QLH and certain net operating losses of Intermediate Holdco.
This increase in tax basis may also decrease gain (or increase loss) on future dispositions of certain assets to the extent tax basis is allocated to those assets. 66 Table of Contents In connection with the IPO, we entered into the Tax Receivables Agreement (“TRA”) with Insignia, the Senior Executives, and White Mountains related to the tax basis step-up of the assets of QLH and certain net operating losses of Intermediate Holdco.
These reductions continue to impact revenue from our P&C insurance vertical and we are currently unable to estimate their impact beyond the first quarter of 2023. We have historically not used funds available under our credit facilities to fund our operations and payments under the credit facilities.
These reductions continue to impact revenue from our P&C insurance vertical, and we are currently unable to estimate their impact beyond the first quarter of 2024.
Other (income) expense, net Other (income) expense, net consists primarily of expenses not incurred by us in our ordinary course of business and that are not included in any of the captions above.
Other expense (income), net Other expense (income), net consists primarily of income and expenses not incurred by us in our ordinary course of business and that are not included in any of the captions above. Other expense, net for the year ended December 31, 2023 consisted primarily of an impairment charge related to our cost method investment.
We may in the future engage in additional merger and acquisition or other activities, including share repurchases, that could require us to draw on our existing credit facilities or raise additional capital through the sale of equity securities or through debt financing arrangements.
As of December 31, 2023, we have repaid $20.0 million of the amounts drawn under the 2021 Revolving Credit Facility to fund the purchase price for this acquisition. 64 Table of Contents We may in the future engage in additional merger and acquisition or other activities, including share repurchases, that could require us to draw on our existing credit facilities or raise additional capital through the sale of equity securities or through debt financing arrangements.
Sales and marketing The following table presents our sales and marketing expenses for the years ended December 31, 2022 and 2021 and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2022 $ % Year ended December 31, 2021 Sales and marketing $ 28,816 5,993 26.3% $ 22,823 Percentage of revenue 6.3 % 3.5 % The increase in sales and marketing expenses for the year ended December 31, 2022, compared with the year ended December 31, 2021, was driven primarily by an increase in equity-based compensation expense of $2.7 million, an increase in 55 Table of Contents amortization expense of $2.3 million related to intangible assets arising from our acquisition of CHT, and an increase in other personnel-related costs of $1.1 million related to the employees added in connection with our acquisition of CHT.
Sales and marketing The following table presents our sales and marketing expenses for the years ended December 31, 2023 and 2022 and the dollar and percentage changes between the periods: (in thousands) Year ended December 31, 2023 $ % Year ended December 31, 2022 Sales and marketing $ 25,432 (3,384) (11.7) % $ 28,816 Percentage of revenue 6.6 % 6.3 % The decrease in sales and marketing expenses for the year ended December 31, 2023, compared with the year ended December 31, 2022, was driven primarily by a decrease in equity-based compensation expense of $1.8 million and a decrease in other personnel-related costs of $2.1 million, which were related to lower employee headcount resulting primarily from the reduction in force plan implemented by us in May 2023 (RIF Plan), offset in part by an increase in amortization expense of $0.9 million related to the amortization of intangible assets arising from our acquisition of CHT.
Income tax expense (benefit) MediaAlpha, Inc. is taxed as a corporation and pays corporate federal, state and local taxes on income allocated to it from QLH based upon MediaAlpha, Inc.’s economic interest held in QLH. QLH is treated as a pass-through partnership for income tax reporting purposes and is not subject to federal income tax.
See “ Liquidity and capital resources-Financing activities” below. 55 Table of Contents Income tax expense (benefit) MediaAlpha, Inc. is taxed as a corporation and pays corporate federal, state and local taxes on income allocated to it from QLH based upon MediaAlpha, Inc.’s economic interest held in QLH.
Transaction Value is a driver of revenue, with differing revenue recognition based on the economic relationship we have with our partners. Our partners use our platform to transact via Open and Private Marketplace transactions. In our Open Marketplace model, Transaction Value is equal to revenue recognized and revenue share payments to our supply partners represent costs of revenue.
Transaction Value is an operating metric not presented in accordance with GAAP, and is a driver of revenue based on the economic relationships we have with our partners. Our partners use our platform to transact via Open and Private Marketplace transactions.
If, however, the fair value of the reporting unit is less than its carrying value, then the amount of the impairment loss is the amount by which the reporting unit’s carrying value exceeds its fair value, not to exceed the carrying amount of goodwill. For the years ended December 31, 2022 and 2021, there were no impairments recognized for goodwill.
If, however, the estimated fair value of the reporting unit is less than its carrying value, then we recognize an impairment loss equal to the amount by which the reporting unit’s carrying value exceeds its fair value, not to exceed the carrying amount of goodwill.
Year Ended December 31, (in thousands) 2022 2021 2020 Revenue $ 459,072 $ 645,274 $ 584,814 Less cost of revenue (389,013) (543,750) (499,434) Gross profit $ 70,059 $ 101,524 $ 85,380 Adjusted to exclude the following (as related to cost of revenue): Equity-based compensation 3,634 1,665 2,809 Salaries, wages, and related 3,556 2,004 2,188 Internet and hosting 496 419 438 Amortization — — — Depreciation 41 29 24 Other expenses 720 451 284 Other services 2,171 1,213 902 Merchant-related fees 109 309 585 Contribution $ 80,786 $ 107,614 $ 92,610 Gross Margin 15.3 % 15.7 % 14.6 % Contribution Margin 17.6 % 16.7 % 15.8 % Transaction Value We define “Transaction Value” as the total gross dollars transacted by our partners on our platform.
Year Ended December 31, (in thousands) 2023 2022 Revenue $ 388,149 $ 459,072 Less cost of revenue (321,437) (389,013) Gross profit $ 66,712 $ 70,059 Adjusted to exclude the following (as related to cost of revenue): Equity-based compensation 3,875 3,634 Salaries, wages, and related 3,682 3,556 Internet and hosting 579 496 Depreciation 38 41 Other expenses 692 720 Other services 2,491 2,171 Merchant-related fees 32 109 Contribution $ 78,101 $ 80,786 Gross Margin 17.2 % 15.3 % Contribution Margin 20.1 % 17.6 % Transaction Value We define “Transaction Value” as the total gross dollars transacted by our partners on our platform.
Our obligations under the 2021 Credit Facilities are guaranteed by QLH and secured by substantially all assets of QLH and QuoteLab, LLC. Borrowings under the 2021 Credit Facilities bear interest at a rate equal to, at our option, the London Interbank Offered Rate plus an applicable margin, with a floor of 0.00%, or a base rate plus an applicable margin.
Borrowings under the 2021 Credit Facilities bear interest at a rate equal to, at our option, the Term SOFR or Daily Simple SOFR, plus an applicable margin, with a floor of 0.00%, or a base rate plus an applicable margin.
Our estimates of fair value are based on assumptions believed to be reasonable, but which are inherently uncertain and unpredictable and, as a result, actual results may differ from estimates.
Our estimates of fair value are based on assumptions believed to be reasonable, but which are inherently uncertain and unpredictable and, as a result, actual results may differ from estimates. For material acquisitions, we engage the assistance of valuation specialists in concluding on fair value measurements of certain assets acquired or liabilities assumed in a business combination.
Year Ended December 31, (in thousands) 2022 2021 2020 Net (loss) income $ (72,446) $ (8,475) $ 10,562 Equity-based compensation expense 58,472 45,713 25,536 Interest expense 9,245 7,830 7,938 Income tax expense (benefit) 102,905 (1,047) (1,267) Depreciation expense on property and equipment 392 369 289 Amortization of intangible assets 5,755 2,984 3,201 Transaction expenses (1) 636 4,128 11,511 Employee-related costs (2) — 674 — SOX implementation costs (3) 110 1,168 — Fair value adjustment to contingent consideration (4) (7,007) — — Impairment of cost method investment 8,594 — — Settlement costs (5) — 859 — Changes in TRA related liability (6) (83,832) 911 — Changes in Tax Indemnification Receivable (7) (58) 1,360 304 Non-cash compensation (8) — 880 — Employee retention credits (9) — (1,303) — Settlement of federal and state income tax refunds (10) 92 2,116 — Adjusted EBITDA $ 22,858 $ 58,167 $ 58,074 (1) Transaction expenses for the year ended December 31, 2022 consist of $0.6 million of legal, accounting and other consulting fees incurred by us in connection with our acquisition of CHT.
Year Ended December 31, (in thousands) 2023 2022 Net (loss) $ (56,555) $ (72,446) Equity-based compensation expense 53,321 58,472 Interest expense 15,315 9,245 Income tax (benefit) expense (463) 102,905 Depreciation expense on property and equipment 353 392 Amortization of intangible assets 6,917 5,755 Transaction expenses (1) 641 636 SOX implementation costs (2) — 110 Fair value adjustment to contingent consideration (3) — (7,007) Impairment of cost method investment 1,406 8,594 Changes in TRA related liability (4) 6 (83,832) Changes in Tax Indemnification Receivable (5) 639 (58) Settlement of federal and state income tax refunds (6) 5 92 Legal expenses (7) 4,303 — Reduction in force costs (8) 1,233 — Adjusted EBITDA $ 27,121 $ 22,858 (1) Transaction expenses for the year ended December 31, 2023 consist of $0.6 million of legal and accounting fees incurred by us in connection with the amendment to the 2021 Credit Facilities, the tender offer filed by the Company's largest shareholder in May 2023, and a resale registration statement filed with the SEC.
As a result of many factors, such as those set forth in “Risk Factors,” our actual results may differ materially from the results described in, or implied by, these forward-looking statements. Management overview Our mission is to help insurance carriers and distributors target and acquire customers more efficiently and at greater scale through technology and data science.
As a result of many factors, such as those set forth in “Risk Factors,” our actual results may differ materially from the results described in, or implied by, these forward-looking statements.