Biggest changeThe decrease in sales and marketing expenses of $15.4 million, or 10.2%, for 2021 as compared to 2020 primarily reflected a $11.9 million decrease in employee-related expenses of which $5.3 million is associated with severance-related costs incurred as part of the restructuring undertaken in the second quarter of 2020 and $6.6 million related to reduced headcount, a $2.5 million decrease in creative production costs, a $1.5 million decrease in travel-related and industry conference expenses due to the COVID-19 pandemic, a $1.3 million decrease in stock-based compensation, and a $0.7 million decrease in outsourced services, offset by a $2.3 million increase in revenue share paid to affinity marketing partners and a $1.0 million increase in branded media spend. 63 Table of Contents Technology and Development Expenses Years Ended December 31, % Change 2022 2021 2020 2022 vs. 2021 2021 vs. 2020 (dollars in thousands) Technology and development expenses $ 46,090 $ 41,432 $ 44,930 11.2 % (7.8) % Technology and development expenses as a percentage of revenues 28.5 % 17.9 % 16.1 % Capitalized software costs $ 12,216 $ 11,781 $ 10,664 3.7 % 10.5 % Year ended December 31, 2022 compared to year ended December 31, 2021 .
Biggest changeThe decrease was partially offset by a $1.9 million increase related to travel and entertainment costs. 67 Table of Content s Technology and Development Expenses Years Ended December 31, % Change 2023 2022 2021 2023 vs. 2022 2022 vs. 2021 (dollars in thousands) Technology and development expenses $ 42,247 $ 46,090 $ 41,432 (8.3) % 11.2 % Technology and development expenses as a percentage of revenues 26.6 % 28.5 % 17.9 % Capitalized software costs $ 11,767 $ 12,216 $ 11,781 (3.7) % 3.7 % Year ended December 31, 2023 compared to year ended December 31, 2022 .
Independent Dealer Count We define independent dealer count as the number of independent dealers in the network of TrueCar Certified Dealers at the end of a given period that exclusively sell used vehicles. This number is calculated by counting each location, or rooftop, individually, regardless of the size of the dealership that owns the rooftop.
Independent Dealer Count We define independent dealer count as the number of dealers in the network of TrueCar Certified Dealers at the end of a given period that exclusively sell used vehicles. This number is calculated by counting each location, or rooftop, individually, regardless of the size of the dealership that owns the rooftop.
Sections 382 and 383 of the Internal Revenue Code impose substantial restrictions on the use of net operating losses and other tax attributes in the event of a cumulative “ownership change” of a corporation of more than 50% over a three-year period.
Sections 382 and 383 of the Internal Revenue Code impose substantial restrictions on the use of net operating losses and other tax attributes in the event of a cumulative “ownership change” of a corporation of more than 50% over a three-year period.
We experienced a cumulative ownership change as of December 31, 2019 within the meanings of Sections 382 and 383. We estimate that up to $15.2 million and $0.5 million of federal and state net operating loss carryforwards, respectively, may expire unused.
We experienced a cumulative ownership change as of December 31, 2019 within the meanings of Sections 382 and 383. We estimate that up to $15.2 million and $0.5 million of federal and state net operating loss carryforwards, respectively, may expire unused.
Accordingly, we recorded a reduction of deferred tax assets as of December 31, 2020 for the Section 382 limitation of $3.2 million which was fully offset by a corresponding decrease in our valuation allowance, with no net tax provision impact.
Accordingly, we recorded a reduction of deferred tax assets as of December 31, 2020 for the Section 382 limitation of $3.2 million which was fully offset by a corresponding decrease in our valuation allowance, with no net tax provision impact.
Additionally, with the finalization of our 2011 - 2020 research and development tax credit study in 2021, we estimate that certain federal research and development credit carryforwards may expire unused.
Additionally, with the finalization of our 2011 - 2020 research and development tax credit study in 2021, we estimate that certain federal research and development credit carryforwards may expire unused.
Accordingly, we recorded a reduction of deferred tax assets as of December 31, 2021 for the Section 383 limitation of $12.3 million which was fully offset by a corresponding decrease in our valuation allowance, with no net tax provision impact .
Accordingly, we recorded a reduction of deferred tax assets as of December 31, 2021 for the Section 383 limitation of $12.3 million which was fully offset by a corresponding decrease in our valuation allowance, with no net tax provision impact.
This was primarily due to a loss from continuing operations of $118.7 million, adjusted for non-cash items, including goodwill impairment charge of $59.8 million, stock-based compensation expense of $17.7 million, depreciation and amortization expense of $16.5 million, gain from equity method investment of $1.8 million , amortization of lease right-of-use assets of $3.9 million, and bad debt expense of $0.7 million.
This was primarily due to a loss from continuing operations of $118.7 million, adjusted for non-cash items, including a goodwill impairment charge of $59.8 million, stock-based compensation expense of $17.7 million, depreciation and amortization expense of $16.5 million, gain from equity method investment of $1.8 million , amortization of lease right-of-use assets of $3.9 million, and bad debt expense of $0.7 million.
In addition, we customize and operate our platform on a co-branded basis for our many affinity group marketing partners, including financial institutions like Navy Federal, PenFed and American Express; membership-based organizations like Consumer Reports, AARP, Sam’s Club, and AAA; and employee buying programs for large enterprises such as IBM and Walmart.
In addition, we customize and operate our platform on a co-branded basis for our many affinity group marketing partners, including financial institutions such as Navy Federal, PenFed and American Express; membership-based organizations such as Consumer Reports, AARP, Sam’s Club, and AAA; and employee buying programs for large enterprises such as IBM and Walmart.
We have provided below a reconciliation of Adjusted EBITDA to net income (loss), the most directly comparable GAAP financial measure. Adjusted EBITDA should not be considered as an alternative to net income (loss) or any other measure of financial performance calculated and presented in accordance with GAAP.
We have provided below a reconciliation of Adjusted EBITDA to net loss, the most directly comparable GAAP financial measure. Adjusted EBITDA should not be considered as an alternative to net loss or any other measure of financial performance calculated and presented in accordance with GAAP.
To the extent that existing cash and cash equivalents and cash from operations are insufficient to fund our future activities, we may need to raise additional funds through public or private equity or debt financing.
To the extent that existing cash, cash equivalents and restricted cash, and cash from operations are insufficient to fund our future activities, we may need to raise additional funds through public or private equity or debt financing.
See Note 11 “Commitments and Contingencies” to our consolidated financial statements for more information. Critical Accounting Estimates Our consolidated financial statements are prepared in accordance with U.S. generally accepted accounting principles, or GAAP. The preparation of these consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, expenses, and related disclosures.
See Note 10 “Commitments and Contingencies” to our consolidated financial statements for more information. Critical Accounting Estimates Our consolidated financial statements are prepared in accordance with U.S. generally accepted accounting principles, or GAAP. The preparation of these consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, expenses, and related disclosures.
Sales and marketing expenses consist primarily of television, digital, and radio advertising; media production costs; affinity group partner marketing fees, which also include loan subvention costs where we pay certain affinity group marketing partners a portion of consumers’ borrowing costs for car loan products offered by these affinity group marketing partners; marketing sponsorship programs; and digital customer acquisition.
Sales and marketing expenses consist primarily of digital customer acquisition and digital advertising; media production costs; affinity group partner marketing fees, which also include loan subvention costs where we pay certain affinity group marketing partners a portion of consumers’ borrowing costs for car loan products offered by these affinity group marketing partners; and marketing sponsorship programs.
Investing Activities of Continuing Operations Cash used in investing activities of $8.0 million during 2022 consisted primarily of $12.1 million paid for our acquisition of Digital Motors and $11.7 million investments in software and computer hardware, offset by $15.7 million received from the sale of our equity method investment in Accu-Trade.
Cash used in investing activities of $8.0 million during 2022 consisted primarily of $12.1 million paid for our acquisition of Digital Motors and $11.7 million investments in software and computer hardware, offset by $15.7 million received from the sale of our equity method investment in Accu-Trade.
This was primarily due to a loss from continuing operations of $38.4 million, adjusted for non-cash items, including stock-based compensation expense of $20.4 million, depreciation and 67 Table of Contents amortization expense of $16.3 million, loss from equity method investment of $5.4 million of which $4.1 million was related to an impairment charge, amortization of lease right-of-use assets of $4.3 million, an impairment charge associated with certain of our existing office locations of $1.7 million, and bad debt expense of $0.5 million.
This was primarily due to a loss from continuing operations of $38.4 million, adjusted for non-cash items, including stock-based compensation expense of $20.4 million, depreciation and amortization expense of $16.3 million, loss from equity method investment of $5.4 million of which $4.1 million was related to an impairment charge, amortization of lease right-of-use assets of $4.3 million, an impairment charge associated with certain of our existing office locations of $1.7 million, and bad debt expense of $0.5 million.
Net cash used in operating activities also reflected a decrease of $5.5 million from changes in operating assets and liabilities, which primarily reflected a decrease in operating lease liabilities of $5.2 million, a decrease in accounts payable of $2.8 million, a decrease in accrued expenses and other current liabilities of $1.4 million, which was primarily due to a decrease in marketing fees payable to our affinity group partners and advertisers, an increase in prepaid expenses and other assets of $0.2 million, and offset by a decrease in accounts receivable of $2.2 million, which was primarily due to a reduction in revenue and an increase in accrued employee expenses of $1.9 million.
Net cash used in operating activities also reflected a decrease of $5.5 million from changes in operating assets and liabilities, which primarily reflected a decrease in operating lease liabilities of $5.2 million, a decrease in accounts payable of $2.8 million, a decrease in accrued expenses and other current liabilities of $1.4 million, which was primarily due to a decrease in marketing fees payable to our affinity group partners and advertisers, an increase in prepaid expenses and other assets of $0.2 million, and offset by a decrease in accounts receivable of $2.2 million, which was primarily due to a reduction in revenue and an increase in accrued employee expenses of $1.9 million Cash provided by operating activities in 2021 was $14.4 million.
Cost of revenue excludes depreciation and amortization of software costs and other hosting and data infrastructure equipment used to operate our platforms, which are included in the depreciation and amortization line item on our statements of comprehensive income (loss). Sales and Marketing .
Cost of revenue excludes depreciation and amortization of software costs and other hosting and data infrastructure equipment used to operate our platforms, which are included in the depreciation and amortization line item on our consolidated statements of comprehensive loss. Sales and Marketing .
The inventory shortage along with pressure on consumer demand may impact the decision of our current network of Certified Dealers and OEMs to cancel or pause our services and product offerings and could discourage new dealers and OEMs from joining our network.
Inventory shortages along with pressure on consumer demand may impact the decision of our current network of Certified Dealers and OEMs to cancel or pause our services and product offerings and could discourage new dealers and OEMs from joining our network.
Financing Activities of Continuing Operations Cash used in financing activities of $32.5 million during 2022 primarily represents payments of $29.8 million for the repurchase of our common stock and taxes paid of $2.9 million for the net share settlement of certain equity awards. These decreases were offset by proceeds received of $0.2 million from the exercise of employee stock options.
These decreases were offset by proceeds received of $0.7 million from the exercise of employee stock options. Cash used in financing activities of $32.5 million during 2022 primarily represents payments of $29.8 million for the repurchase of our common stock and taxes paid of $2.9 million for the net share settlement of certain equity awards.
We generate cash inflows from operations primarily from selling services to dealers participating in our network of TrueCar Certified Dealers, and cash outflows to enable our business operations, develop new services and core technologies that further enhance our online automotive marketplace, and fund share repurchases based on our evaluation of market conditions and other factors.
We generate cash inflows from operations primarily from selling services to dealers participating in our network of TrueCar Certified Dealers, and cash outflows to enable our business operations, develop new services and core technologies that further enhance our online automotive marketplace, and fund repurchases of our common stock based on our evaluation of market conditions and other factors.
Our provision for income taxes for the year ended December 31, 2021 primarily reflects tax expense associated with state income taxes and the amortization of tax-deductible goodwill that is not an available source of income to realize deferred tax assets.
For the year ended December 31, 2021, our provision for income taxes of $0.2 million primarily reflects tax expense associated with state income taxes and the amortization of tax-deductible goodwill that is not an available source of income to realize deferred tax assets.
For guaranteed-sales and guaranteed-introductions subscription arrangements, fees are charged based on the lesser of (i) the actual number of sales generated or introductions delivered through our platform during the subscription period multiplied by the contracted price per sale/introduction or (ii) the guaranteed number of sales or introductions multiplied by the contracted price per sale/introduction. 58 Table of Contents We offer additional add-on products to eligible dealers as part of the Auto Buying Program to increase traffic and retarget in-market consumers.
For guaranteed-sales and guaranteed-introductions subscription arrangements, fees are charged based on the lesser of (i) the actual number of sales generated or introductions delivered through our platform during the subscription period multiplied by the contracted price per sale/introduction or (ii) the guaranteed number of sales or introductions multiplied by the contracted price per sale/introduction. 62 Table of Content s We offer additional add-on products to eligible dealers as part of the Auto Buying Program to increase traffic and retarget in-market consumers.
Cost of revenue includes expenses related to the fulfillment of our services, consisting primarily of data costs and licensing fees paid to third-party service providers and expenses related to operating our website and mobile applications, including data center costs; hosting fees; data processing costs required to deliver introductions to our network of TrueCar Certified Dealers; employee costs related to certain dealer operations; and facilities costs.
Cost of revenue includes expenses related to the fulfillment of our services, consisting primarily of data costs and licensing fees paid to third-party service providers and expenses related to operating our website and mobile applications, including those associated with hosting fees; data processing costs required to deliver introductions to our network of TrueCar Certified Dealers; employee costs related to certain dealer operations; and facilities costs.
We define Adjusted EBITDA as net income (loss) adjusted to exclude interest income, depreciation and amortization, stock-based compensation, (gain) loss from equity method investment including impairment charges, certain litigation costs, certain restructuring costs, certain transaction costs, changes in the fair value of contingent consideration liability, goodwill impairment, other income, lease exit costs, impairment of right-of-use assets, and income taxes.
We define Adjusted EBITDA as net loss adjusted to exclude interest income, depreciation and amortization, stock-based compensation, gain or loss from equity method investment, changes in the fair value of contingent consideration liability, lease exit gain or loss, impairment of right-of-use (“ROU”) assets, transaction costs, restructuring charges, goodwill impairment, other income, and income taxes.
The Program may be suspended or discontinued at any time and does not obligate us to purchase any minimum number of shares. For the year ended December 31, 2022, 2021, and 2020 the Company repurchased and retired a total of 9.8 million, 6.1 million, and 9.3 million shares under the program for $29.7 million, $32.3 million, and $42.2 million respectively.
The Program may be suspended or discontinued at any time and does not obligate us to purchase any minimum number of shares. For the year ended December 31, 2023, 2022, and 2021 the Company repurchased and retired a total of zero, 9.8 million, and 6.1 million shares under the program for zero, $29.7 million, and $32.3 million respectively.
Our benefit from income taxes for 2022 of $2.6 million primarily reflects the release of valuation allowance resulting from net deferred tax liabilities recorded in Digital Motors acquisition accounting providing a source of income in assessing realization of consolidated net deferred tax assets.
For the year ended December 31, 2022, our benefit from income taxes of $2.6 million primarily reflects the release of valuation allowance resulting from net deferred tax liabilities recorded in Digital Motors acquisition accounting providing a source of income in assessing realization of consolidated net deferred tax assets.
As of December 31, 2022, the Company had a remaining authorization of $45.8 million for future share repurchases.
As of December 31, 2023, the Company had a remaining authorization of $45.8 million for future share repurchases.
Depreciation and amortization expenses increased $0.2 million, or 1.5%, for 2022 as compared to 2021. We expect our depreciation and amortization expenses to continue to be affected by the amount of capitalized internally developed software costs and the timing of placing projects in service. Year ended December 31, 2021 compared to year ended December 31, 2020.
Depreciation and amortization expenses increased $1.2 million, or 7.1%, for 2023 as compared to 2022. We expect our depreciation and amortization expenses to continue to be affected by the amount of capitalized internally developed software costs and the timing of placing projects in service. Year ended December 31, 2022 compared to year ended December 31, 2021.
General and administrative expenses decreased $4.7 million, or 9.6%, for 2022 as compared to 2021. The decrease primarily reflects a $1.4 million decrease in professional services fees and a $2.8 million decrease in facilities costs.
Year ended December 31, 2022 compared to year ended December 31, 2021. General and administrative expenses decreased $4.7 million, or 9.6%, for 2022 as compared to 2021. The decrease primarily reflects a $1.4 million decrease in professional services fees and a $2.8 million decrease in facilities costs.
Cash used in investing activities of $10.7 million during 2021 was for purchases of property and equipment, consisting primarily of $9.8 million of investments in software. Cash used in investing activities of $10.3 million during 2020 was for purchases of property and equipment, consisting primarily of $9.1 million of investments in software.
Cash used in investing activities of $10.7 million during 2021 was for purchases of property and equipment, consisting primarily of $9.8 million of investments in software.
We consider these charges to be unrelated to our underlying results of operations and believe that their exclusion is appropriate to facilitate period-to-period operating performance comparisons. 57 Table of Contents (7) The excluded amount represents impairment charges on our ROU assets associated with certain of our existing office locations.
(3) The excluded amount represents impairment charges on our ROU assets associated with certain of our existing office locations. We consider these charges to be unrelated to our underlying results of operations and believe that their exclusion is appropriate to facilitate period-to-period operating performance comparisons.
Dealer revenue is comprised of Auto Buying Program revenue as well as revenue from TrueCar Trade and DealerScience. Auto Buying Program revenue consists of fees paid by dealers participating in our network of TrueCar Certified Dealers.
Dealer revenue is comprised of Auto Buying Program revenue as well as revenue from TrueCar Trade and, prior to its dissolution, DealerScience. Auto Buying Program revenue consists of fees paid by dealers participating in our network of TrueCar Certified Dealers.
Other Income For the year ended December 31, 2022, other income consists of the gain from sale of a domain name. For the years ended December 31, 2021 and December 31, 2020, other income consists primarily of fees earned from the transition services agreement we entered into with J.D. Power in connection with our ALG divestiture.
Other Income For the years ended December 31, 2022 and December 31, 2021, other income consisted of a gain from the sale of a domain name and of fees earned from the transition services agreement we entered into with J.D. Power in connection with our ALG divestiture, respectively.
(Gain) loss from Equity Method Investment Years Ended December 31, % Change 2022 2021 2020 2022 vs. 2021 2021 vs. 2020 (dollars in thousands) (Gain) loss from equity method investment $ (1,845) $ 5,404 $ 1,989 (134.1) % 171.7 % For the year ended December 31, 2022 we recognized a gain of $1.8 million from changes in fair value of a derivative asset recognized from the sale of our equity method investment in Accu-Trade.
(Gain) loss from Equity Method Investment Years Ended December 31, % Change 2023 2022 2021 2023 vs. 2022 2022 vs. 2021 (dollars in thousands) (Gain) loss from equity method investment $ — $ (1,845) $ 5,404 (100.0) % (134.1) % For the year ended December 31, 2022 we recognized a gain of $1.8 million from changes in fair value of a derivative asset recognized from the sale of our equity method investment in Accu-Trade.
General and administrative expenses consist primarily of employee-related expenses, including salaries, bonuses, benefits, severance, and stock-based compensation expenses for executive, finance, accounting, legal, and human resources functions. General and administrative expenses also include legal, accounting, and other third-party professional service fees, bad debt, lease exit costs, and facilities costs. Depreciation and Amortization .
General and administrative expenses consist primarily of employee-related expenses, including salaries, bonuses, benefits, severance, and stock-based compensation expenses for executive, finance, accounting, legal, and human resources functions. General and administrative expenses also include legal, accounting, and other third-party professional service fees, bad debt, gain or loss from lease exit, impairment of right-of-use assets and facilities costs. Depreciation and Amortization .
Beginning in 2021 and continuing through 2022, we phased out selling substantially all of DealerScience’s products and services. OEM Incentives Revenue . OEM incentives revenue consists of fees paid by automobile manufacturers, or OEMs, to promote the sale of their vehicles through the offering of additional consumer incentives to members of our affinity group marketing partners.
Beginning in 2021 and continuing until the first quarter of 2023, we phased out and ceased selling DealerScience’s products and services. OEM Incentives Revenue . OEM incentives revenue consists of fees paid by automobile manufacturers, or OEMs, to promote the sale of their vehicles through the offering of additional consumer incentives to members of our affinity group marketing partners.
Costs and Operating Expenses Cost of Revenue (exclusive of depreciation and amortization) Years Ended December 31, % Change 2022 2021 2020 2022 vs. 2021 2021 vs. 2020 (dollars in thousands) Cost of revenue (exclusive of depreciation and amortization) $ 16,213 $ 22,239 $ 21,549 (27.1) % 3.2 % Cost of revenue (exclusive of depreciation and amortization) as a percentage of revenues 10.0 % 9.6 % 7.7 % Year ended December 31, 2022 compared to year ended December 31, 2021 .
Costs and Operating Expenses Cost of Revenue (exclusive of depreciation and amortization) Years Ended December 31, % Change 2023 2022 2021 2023 vs. 2022 2022 vs. 2021 (dollars in thousands) Cost of revenue (exclusive of depreciation and amortization) $ 15,856 $ 16,213 $ 22,239 (2.2) % (27.1) % Cost of revenue (exclusive of depreciation and amortization) as a percentage of revenues 10.0 % 10.0 % 9.6 % Year ended December 31, 2023 compared to year ended December 31, 2022 .
As of December 31, 2022, the Company had fixed lease payment obligations of $26.6 million, with $5.6 million payable within 12 months that have not been reduced by minimum non-cancellable sublease rentals aggregating $11.9 million. See Note 4 “Leases” to our consolidated financial statements for more information.
As of December 31, 2023, the Company had fixed lease payment obligations of $16.6 million, with $4.0 million payable within 12 months that have not been reduced by minimum non-cancellable sublease rentals aggregating $4.7 million. See Note 4 “Leases” to our consolidated financial statements for more information.
Contractual Obligations and Known Future Cash Requirements The Company’s material cash requirements include the following contractual and other obligations. 68 Table of Contents Leases The Company has various leases for office space.
Contractual Obligations and Known Future Cash Requirements The Company’s material cash requirements include the following contractual and other obligations. 72 Table of Content s Leases The Company has various leases for office space.
Depreciation consists primarily of depreciation expense recorded on property and equipment. Amortization expense consists primarily of amortization recorded on intangible assets, capitalized software costs, and leasehold improvements. 59 Table of Contents Interest Income . Interest income consists of interest earned on our cash and cash equivalents. Other Income .
Depreciation consists primarily of depreciation expense recorded on property and equipment. Amortization expense consists primarily of amortization recorded on intangible assets, capitalized software costs, and leasehold improvements. Interest Income . Interest income consists of interest earned on our cash, cash equivalents and restricted cash. 63 Table of Content s Other Income .
Purchase obligations The Company has long-term agreements to purchase data information, software related licenses and support services, and other obligations that are enforceable and legally binding. As of December 31, 2022, the Company had purchase obligations of $22.3 million, with $10.0 million payable within 12 months. Purchase obligations exclude agreements that are cancellable without penalty.
Purchase obligations The Company has long-term agreements to purchase data information, software related licenses and support services, and other obligations that are enforceable and legally binding. As of December 31, 2023, the Company had purchase obligations of $13.6 million, with $7.7 million payable within 12 months. Purchase obligations exclude agreements that are cancellable without penalty.
OEMs have been forced to cut production as supply-chain disruption due to the pandemic resulted in a global automotive semiconductor chip shortage. The ensuing automobile inventory shortage has resulted in significant unmet demand, with automotive dealers seeing some incoming new car shipments presold.
OEMs have been forced to cut production because of supply-chain disruption and the global automotive semiconductor chip shortage. The ensuing automobile inventory shortage resulted in significant unmet demand, with automotive dealers seeing some incoming new car shipments presold.
See Note 14 of our consolidated financial statements included herein for more information about our provision for income taxes. 60 Table of Contents Results of Operations The following table sets forth our selected consolidated statements of operations data for each of the periods indicated.
See Note 13 of our consolidated financial statements included herein for more information about our provision for income taxes. 64 Table of Content s Results of Operations The following table sets forth our selected consolidated statements of operations data for each of the periods indicated.
Year Ended December 31, 2022 2021 2020 Revenues 100 % 100 % 100 % Costs and operating expenses: Cost of revenue (exclusive of depreciation and amortization presented separately below) 10 10 8 Sales and marketing 65 59 55 Technology and development 29 18 16 General and administrative 27 21 18 Depreciation and amortization 10 7 7 Goodwill impairment 37 — 3 Loss from operations (78) (14) (7) Interest income 2 * * Other income * * * Gain (loss) from equity method investment 1 (2) (1) Loss from continuing operations before income taxes (75) (16) (7) Provision for (benefit from) income taxes (2) * * Loss from continuing operations (73) (17) (7) Income from discontinued operations, net of taxes — * 35 Net (loss) income (73) % (17) % 27 % * Less than 0.5% of revenues Comparison of Years Ended December 31, 2022, 2021 and 2020 Revenues Years Ended December 31, % Change 2022 2021 2020 2022 vs. 2021 2021 vs. 2020 (dollars in thousands) Revenues Dealer revenue $ 156,485 $ 222,000 $ 252,928 (29.5) % (12.2) % OEM incentives revenue 4,390 8,676 16,833 (49.4) % (48.5) % Other revenue 649 1,022 8,917 (36.5) % (88.5) % Total revenues $ 161,524 $ 231,698 $ 278,678 (30.3) % (16.9) % Year ended December 31, 2022 c ompared to year ended December 31, 2021 .
Year Ended December 31, 2023 2022 2021 Revenues 100 % 100 % 100 % Costs and operating expenses: Cost of revenue (exclusive of depreciation and amortization presented separately below) 10 10 10 Sales and marketing 62 65 59 Technology and development 27 29 18 General and administrative 25 27 21 Depreciation and amortization 11 10 7 Goodwill impairment — 37 — Loss from operations (36) (78) (14) Interest income 4 2 * Other income — * * Gain (loss) from equity method investment — 1 (2) Loss from continuing operations before income taxes (31) (75) (16) Provision for (benefit from) income taxes * (2) * Loss from continuing operations (31) (73) (17) Income from discontinued operations, net of taxes — — * Net loss (31) % (73) % (17) % * Less than 0.5% of revenues Comparison of Years Ended December 31, 2023, 2022 and 2021 Revenues Years Ended December 31, % Change 2023 2022 2021 2023 vs. 2022 2022 vs. 2021 (dollars in thousands) Revenues Dealer revenue $ 143,239 $ 156,485 $ 222,000 (8.5) % (29.5) % OEM incentives revenue 14,958 4,390 8,676 240.7 % (49.4) % Other revenue 509 649 1,022 (21.6) % (36.5) % Total revenues $ 158,706 $ 161,524 $ 231,698 (1.7) % (30.3) % Year ended December 31, 2023 c ompared to year ended December 31, 2022 .
These decreases were offset by proceeds received of $1.4 million from the exercise of employee stock options.
These decreases were offset by proceeds received of $0.2 million from the exercise of employee stock options.
We evaluate our estimates and assumptions on an ongoing basis. Our estimates are based on historical experience and various other assumptions on an ongoing basis and that we believe to be reasonable under the circumstances. Our actual results could differ from these estimates.
We evaluate our estimates and assumptions on an ongoing basis. Our estimates are based on historical experience and various other assumptions on an ongoing basis and that we believe to be reasonable under the circumstances. Our actual results could differ from these estimates. Changes in estimates are recognized in the period in which they become known.
In addition, in evaluating Adjusted EBITDA you should be aware that in the future we will incur expenses such as those that are the subject of adjustments in deriving Adjusted EBITDA, and you should not infer from our presentation of Adjusted EBITDA that our future results will not be affected by these expenses or any unusual or non-recurring items. 56 Table of Contents The following table presents a reconciliation of net (loss) income to Adjusted EBITDA for each of the periods presented: Year Ended December 31, 2022 2021 2020 (in thousands) Reconciliation of Net (Loss) Income to Adjusted EBITDA: Net (loss) income $ (118,685) $ (38,329) $ 76,544 Income from discontinued operations, net of taxes — (40) (96,383) Loss from continuing operations (118,685) (38,369) (19,839) Non-GAAP adjustments: Interest income (2,565) (52) (462) Depreciation and amortization 16,520 16,279 20,547 Stock-based compensation 17,681 20,395 23,077 (Gain) loss from equity method investment (1) (1,845) 5,404 1,989 Certain litigation costs (2) — — (1,939) Restructuring charges (3) — — 8,346 Transaction costs (4) 1,200 — — Change in fair value of contingent consideration liability 359 41 182 Goodwill impairment (5) 59,775 — 8,264 Other income (40) (667) (198) Lease exit costs (6) 214 — — Impairment of right-of-use (“ROU”) assets (7) — 1,652 2,136 Provision for (benefit from) income taxes (2,560) 206 (6) Adjusted EBITDA $ (29,946) $ 4,889 $ 42,097 (1) The excluded amounts include a $1.8 million gain from changes in fair value of a derivative asset recognized from the sale of our equity method investment in Accu-Trade during the first quarter of 2022, and a $4.1 million impairment charge on our equity method investment in Accu-Trade in the fourth quarter of 2021.
In addition, in evaluating Adjusted EBITDA you should be aware that in the future we will incur expenses such as those that are the subject of adjustments in deriving Adjusted EBITDA, and you should not infer from our presentation of Adjusted EBITDA that our future results will not be affected by these expenses or any unusual or non-recurring items. 60 Table of Content s The following table presents a reconciliation of net loss to Adjusted EBITDA for each of the periods presented: Year Ended December 31, 2023 2022 2021 (in thousands) Reconciliation of Net Loss to Adjusted EBITDA: Net loss $ (49,766) $ (118,685) $ (38,329) Income from discontinued operations, net of taxes — — (40) Loss from continuing operations (49,766) (118,685) (38,369) Non-GAAP adjustments: Interest income (6,718) (2,565) (52) Depreciation and amortization 17,699 16,520 16,279 Stock-based compensation 14,299 17,681 20,395 (Gain) loss from equity method investment (1) — (1,845) 5,404 Change in fair value of contingent consideration liability 931 359 41 (Gain) loss from lease exit (2) (1,477) 214 — Impairment of right-of-use assets (3) 2,376 — 1,652 Transaction costs (4) — 1,200 — Restructuring charges (5) 8,947 — — Goodwill impairment (6) — 59,775 — Other income — (40) (667) Provision for (benefit from) income taxes 17 (2,560) 206 Adjusted EBITDA $ (13,692) $ (29,946) $ 4,889 (1) The excluded amounts include a $1.8 million gain from changes in fair value of a derivative asset recognized from the sale of our equity method investment in Accu-Trade during the first quarter of 2022, and a $4.1 million impairment charge on our equity method investment in Accu-Trade in the fourth quarter of 2021.
Sales and Marketing Expenses Years Ended December 31, % Change 2022 2021 2020 2022 vs. 2021 2021 vs. 2020 (dollars in thousands) Sales and marketing expense $ 104,534 $ 136,479 $ 151,915 (23.4) % (10.2) % Sales and marketing expense as a percentage of revenues 64.7 % 58.9 % 54.5 % Year ended December 31, 2022 compared to year ended December 31, 2021 .
Sales and Marketing Expenses Years Ended December 31, % Change 2023 2022 2021 2023 vs. 2022 2022 vs. 2021 (dollars in thousands) Sales and marketing expenses $ 99,050 $ 104,534 $ 136,479 (5.2) % (23.4) % Sales and marketing expenses as a percentage of revenues 62.4 % 64.7 % 58.9 % Year ended December 31, 2023 compared to year ended December 31, 2022 .
Cash Flows The following table summarizes net cash derived from operating, investing, and financing activities from continuing operations, as well as net cash from discontinued operations: Year Ended December 31, 2022 2021 2020 (in thousands) Consolidated Cash Flow Data: Net cash (used in) provided by operating activities $ (29,137) $ 14,374 $ 29,898 Net cash used in investing activities (8,028) (10,689) (10,277) Net cash used in financing activities (32,534) (38,086) (49,238) Net cash used in continuing operations (69,699) (34,401) (29,617) Net cash provided by discontinued operations — 6,304 121,397 Net (decrease) increase in cash and cash equivalents $ (69,699) $ (28,097) $ 91,780 Operating Activities of Continuing Operations Our net loss and cash flows provided by or used in operating activities are significantly influenced by our investments in headcount and infrastructure to support our growth, marketing and advertising expenses.
Cash Flows The following table summarizes net cash derived from operating, investing, and financing activities from continuing operations, as well as net cash from discontinued operations: Year Ended December 31, 2023 2022 2021 (in thousands) Consolidated Cash Flow Data: Net cash (used in) provided by operating activities $ (22,414) $ (29,137) $ 14,374 Net cash used in investing activities (11,809) (8,028) (10,689) Net cash used in financing activities (4,331) (32,534) (38,086) Net cash used in continuing operations $ (38,554) $ (69,699) $ (34,401) Net cash provided by discontinued operations $ — $ — $ 6,304 Net decrease in cash, cash equivalents and restricted cash $ (38,554) $ (69,699) $ (28,097) Operating Activities of Continuing Operations Our net loss and cash flows used in operating activities are significantly influenced by our investments in headcount and infrastructure to support our growth and marketing and advertising expenses.
Technology and development expenses increased $4.7 million, or 11.2%, for 2022 as compared to 2021. The increase primarily reflects a $5.3 million increase in employee-related expenses associated with increased headcount as we continue to invest in TrueCar+, expand our product portfolio, and enhance our existing core offering. The increase was partially offset by a $0.9 million decrease in facilities costs.
Year ended December 31, 2022 compared to year ended December 31, 2021. Technology and development expenses increased $4.7 million, or 11.2%, for 2022 as compared to 2021. The increase primarily reflects a $5.3 million increase in employee-related expenses associated with increased headcount as we continue to invest in TrueCar+, expand our product portfolio, and enhance our existing core offering.
However, we do not adjust our unit metric for these credits as we believe that in most cases a vehicle has in fact been purchased through our platform given the high degree of accuracy of our sales matching process.
On occasion, we issue credits to our TrueCar Certified Dealers with respect to units sold. However, we do not adjust our unit metric for these credits as we believe that in most cases a vehicle has in fact been purchased through our platform given the high degree of accuracy of our sales matching process.
Interest income increased $2.5 million, or 4,832.7%, for 2022 as compared to 2021 primarily due to higher interest rates. Year ended December 31, 2021 compared to year ended December 31, 2020. Interest income decreased $0.4 million, or 88.7%, for 2021 as compared to 2020 primarily due to lower interest rates.
Interest income increased $4.2 million, or 161.9%, for 2023 as compared to 2022 primarily due to higher interest rates. Year ended December 31, 2022 compared to year ended December 31, 2021. Interest income increased $2.5 million, or 4,832.7%, for 2022 as compared to 2021 primarily due to higher interest rates.
Income from Discontinued Operations Years Ended December 31, % Change 2022 2021 2020 2022 vs. 2021 2021 vs. 2020 (dollars in thousands) Income from discontinued operations, net of taxes $ — $ 40 $ 96,383 (100.0) % (100.0) % For the year ended December 31, 2021, income from discontinued operations, net of taxes, was less than $0.1 million and relates to the resolution of net working capital adjustments of our ALG divestiture and professional fees associated with this resolution.
For the year ended December 31, 2021, income from discontinued operations, net of taxes, was less than $0.1 million and relates to the resolution of net working capital adjustments of our ALG divestiture and professional fees associated with this resolution.
General and Administrative Expenses Years Ended December 31, % Change 2022 2021 2020 2022 vs. 2021 2021 vs. 2020 (dollars in thousands) General and administrative expense $ 44,087 $ 48,747 $ 49,989 (9.6) % (2.5) % General and administrative expense as a percentage of revenues 27.3 % 21.0 % 17.9 % Year ended December 31, 2022 compared to year ended December 31, 2021 .
General and Administrative Expenses Years Ended December 31, % Change 2023 2022 2021 2023 vs. 2022 2022 vs. 2021 (dollars in thousands) General and administrative expenses $ 40,321 $ 44,087 $ 48,747 (8.5) % (9.6) % General and administrative expenses as a percentage of revenues 25.4 % 27.3 % 21.0 % Year ended December 31, 2023 compared to year ended December 31, 2022 .
However, our future capital requirements will depend on many factors, including our revenue levels, the timing and extent of our spending to support our technology and development efforts, costs related to potential acquisitions to further expand our business and product offerings, collection of accounts receivable, macroeconomic activity, and the length and severity of business disruptions following the COVID-19 pandemic.
However, our future capital requirements will depend on many factors, including our revenue levels, the timing and extent of our spending to support our technology and development efforts, costs related to potential acquisitions to further expand our business and product offerings, collection of accounts receivable, macroeconomic activity, and the length and severity of business disruptions resulting from inventory constraints caused by the global automobile semiconductor chip shortage.
Year Ended December 31, 2022 2021 2020 Average Monthly Unique Visitors 7,371,898 8,636,501 8,354,082 Units (1) 340,940 607,667 766,413 Monetization $ 472 $ 380 $ 352 Franchise Dealer Count 7,924 8,482 10,589 Independent Dealer Count 4,148 4,013 3,794 (1) We issued full credits of the amount originally invoiced with respect to 7,736, 14,912, and 17,655 units during the years ended December 31, 2022, 2021, and 2020, respectively.
Year Ended December 31, 2023 2022 2021 Average Monthly Unique Visitors 8,014,703 7,371,898 8,636,501 Units (1) 318,578 340,940 607,667 Monetization $ 497 $ 472 $ 380 Franchise Dealer Count 8,232 7,924 8,482 Independent Dealer Count 3,268 4,148 4,013 (1) We issued full credits of the amount originally invoiced with respect to 4,476, 7,736, and 14,912 units during the years ended December 31, 2023, 2022, and 2021, respectively.
Sales and marketing expenses decreased $31.9 million, or 23.4%, for 2022 as compared to 2021. The decrease primarily reflected a $22.0 million decrease in our branded media spend, an $8.6 million decrease in revenue share paid to our affinity marketing partners, and a $2.1 million decrease in stock-based compensation expenses.
The decrease primarily reflected a $22.0 million decrease in our branded media spend, an $8.6 million decrease in revenue share paid to our affinity marketing partners, and a $2.1 million decrease in stock-based compensation expenses.
We provided a full valuation allowance against our net deferred tax assets at December 31, 2022 and December 31, 2021, as it is more likely than not that some or all of our deferred tax assets will not be realized.
We provided a full valuation allowance against our net deferred tax assets at December 31, 2023 and 2022, as it is more likely than not that some or all of our deferred tax assets will not be realized. As a result of the valuation allowance, our income tax expense (benefit) is significantly less than the federal statutory rate of 21%.
We had federal net operating loss carryforwards of approximately $309.8 million and state net operating loss carryforwards of approximately $242.0 million at December 31, 2022. At December 31, 2022, we also had federal and state research and development credit carryforwards of approximately $1.1 million and $11.2 million, respectively.
We had federal net operating loss carryforwards of approximately $338.5 million and state net operating loss carryforwards of approximately $260.9 million at December 31, 2023. At December 31, 2023, we also had federal and state research and development credit carryforwards of approximately $1.1 million and $11.2 million respectively.
Year Ended December 31, 2022 2021 2020 (in thousands) Consolidated Statements of Operations Data: Revenues $ 161,524 $ 231,698 $ 278,678 Costs and operating expenses: Cost of revenue 16,213 22,239 21,549 Sales and marketing 104,534 136,479 151,915 Technology and development 46,090 41,432 44,930 General and administrative 44,087 48,747 49,989 Depreciation and amortization 16,520 16,279 20,547 Goodwill impairment 59,775 — 8,264 Total costs and operating expenses 287,219 265,176 297,194 Loss from operations (125,695) (33,478) (18,516) Interest income 2,565 52 462 Other income 40 667 198 Gain (loss) from equity method investment 1,845 (5,404) (1,989) Loss from continuing operations before income taxes (121,245) (38,163) (19,845) Provision for (benefit from) income taxes (2,560) 206 (6) Loss from continuing operations (118,685) (38,369) (19,839) Income from discontinued operations, net of taxes — 40 96,383 Net (loss) income $ (118,685) $ (38,329) $ 76,544 Other Non-GAAP Financial Information Adjusted EBITDA $ (29,946) $ 4,889 $ 42,097 61 Table of Contents The following table sets forth our selected consolidated statements of operations data as a percentage of revenues for each of the periods indicated.
Year Ended December 31, 2023 2022 2021 (in thousands) Consolidated Statements of Operations Data: Revenues $ 158,706 $ 161,524 $ 231,698 Costs and operating expenses: Cost of revenue (exclusive of depreciation and amortization presented separately below) 15,856 16,213 22,239 Sales and marketing 99,050 104,534 136,479 Technology and development 42,247 46,090 41,432 General and administrative 40,321 44,087 48,747 Depreciation and amortization 17,699 16,520 16,279 Goodwill impairment — 59,775 — Total costs and operating expenses 215,173 287,219 265,176 Loss from operations (56,467) (125,695) (33,478) Interest income 6,718 2,565 52 Other income — 40 667 Gain (loss) from equity method investment — 1,845 (5,404) Loss from continuing operations before income taxes (49,749) (121,245) (38,163) Provision for (benefit from) income taxes 17 (2,560) 206 Loss from continuing operations (49,766) (118,685) (38,369) Income from discontinued operations, net of taxes — — 40 Net loss $ (49,766) $ (118,685) $ (38,329) Other Non-GAAP Financial Information Adjusted EBITDA $ (13,692) $ (29,946) $ 4,889 65 Table of Content s The following table sets forth our selected consolidated statements of operations data as a percentage of revenues for each of the periods indicated.
Capitalized software costs increased $0.4 million for 2022 as compared to 2021 primarily due to an increase in internally-developed software of $0.2 million in addition to an increase in third-party software costs of $0.2 million. We expect technology and development expenses to continue to be affected by variations in headcount in technology and product development .
Capitalized software costs decreased $0.4 million for 2023 as compared to 2022 primarily due to a decrease in third-party software costs of $0.5 million as we reduced our use of consultants, offset by an increase in internally developed software of $0.1 million We expect technology and development expenses to continue to be affected by variations in headcount in technology and product development.
Some of these limitations are: • Adjusted EBITDA does not reflect the receipt of interest or the payment of income taxes; • Adjusted EBITDA does not reflect changes in, or cash requirements for, our working capital needs; • although depreciation and amortization are non-cash charges, the assets being depreciated and amortized may have to be replaced in the future, and Adjusted EBITDA does not reflect cash capital expenditure requirements for such replacements or for new capital expenditures or any other contractual commitments; • Adjusted EBITDA does not reflect the costs to advance our claims in certain litigation or the costs to defend ourselves in various complaints filed against us, which we expect to continue to be significant; • Adjusted EBITDA does not reflect the severance charges associated with restructuring plans; • Adjusted EBITDA does not reflect the impairment charges on our right of use (“ROU”) assets associated with subleasing; • Adjusted EBITDA does not reflect the legal, accounting, consulting and other third-party fees and costs incurred by us in connection with the evaluation and negotiation of potential merger and acquisition transactions; • Adjusted EBITDA does not consider the potentially dilutive impact of shares issued or to be issued in connection with stock-based compensation; and • other companies, including companies in our own industry, may calculate Adjusted EBITDA differently than we do, limiting its usefulness as a comparative measure.
Some of these limitations are: • Adjusted EBITDA does not reflect the receipt of interest or the payment of income taxes; • Adjusted EBITDA does not reflect changes in, or cash requirements for, our working capital needs; • although depreciation and amortization are non-cash charges, the assets being depreciated and amortized may have to be replaced in the future, and Adjusted EBITDA does not reflect cash capital expenditure requirements for such replacements or for new capital expenditures or any other contractual commitments; • Adjusted EBITDA does not reflect lease exit gain or loss or impairment charges on our ROU assets associated with subleasing; • Adjusted EBITDA does not reflect goodwill impairment charges; • Adjusted EBITDA does not reflect changes in the fair value of our contingent consideration liability; • Adjusted EBITDA does not reflect the legal, accounting, consulting and other third-party fees and costs incurred by us in connection with the evaluation and negotiation of potential merger and acquisition transactions; • Adjusted EBITDA does not reflect the charges associated with the Restructuring Plan initiated and completed in the second quarter of 2023 to improve efficiency and reduce expenses or a realignment of the Company’s leadership structure initiated in the third quarter of 2023; • Adjusted EBITDA does not consider the potentially dilutive impact of shares issued or to be issued in connection with stock-based compensation; and • other companies, including companies in our own industry, may calculate Adjusted EBITDA differently than we do, limiting its usefulness as a comparative measure.
Capitalized software costs increased $1.1 million for 2021 as compared to 2020 primarily due to an increase in third-party software costs of $1.7 million offset by a decrease in internally-developed software of $0.6 million.
The increase was partially offset by a $0.9 million decrease in facilities costs. Capitalized software costs increased $0.4 million for 2022 as compared to 2021 primarily due to an increase in internally-developed software of $0.2 million in addition to an increase in third-party software costs of $0.2 million.
Units We define units as the number of automobiles purchased from TrueCar Certified Dealers that are matched to users of TrueCar.com, our TrueCar-branded mobile applications or the car-buying sites and mobile applications we maintain for our affinity group marketing partners. A unit is counted after we have matched the sale to a TrueCar user with a TrueCar Certified Dealer.
The increase is a result of continuing to optimize the efficiency of our acquisition spend. 58 Table of Content s Units We define units as the number of automobiles purchased from TrueCar Certified Dealers that are matched to users of TrueCar.com, our TrueCar-branded mobile applications or the car-buying sites and mobile applications we maintain for our affinity group marketing partners.
For the year ended December 31, 2021, we recognized an impairment charge in the amount of $4.1 million on our equity method investment in Accu-Trade, which represents the amount that our carrying value was in excess of its estimated fair value at December 31, 2021. 65 Table of Contents Provision for (Benefit from) Income Taxes Years Ended December 31, % Change 2022 2021 2020 2022 vs. 2021 2021 vs. 2020 (dollars in thousands) Provision for (benefit from) income taxes $ (2,560) $ 206 $ (6) 1,342.7 % 3,533.3 % Years ended December 31, 2022, December 31, 2021 and December 31, 2020 .
No gain or loss was recognized at the time of the sale as the fair value of the sales proceeds received, including the initial fair value of the derivative asset, was equal to the then carrying value of the investment For the year ended December 31, 2021, we recognized an impairment charge in the amount of $4.1 million on our equity method investment in Accu-Trade, which represents the amount that our carrying value was in excess of its estimated fair value at December 31, 2021. 69 Table of Content s Provision for (Benefit from) Income Taxes Years Ended December 31, % Change 2023 2022 2021 2023 vs. 2022 2022 vs. 2021 (dollars in thousands) Provision for (benefit from) income taxes $ 17 $ (2,560) $ 206 100.7 % 1,342.7 % Years ended December 31, 2023, December 31, 2022 and December 31, 2021 .
The decrease in facilities costs was largely comprised of a $1.7 million impairment charge on our right-of-use asset recognized in the second quarter of 2021 associated with subleasing an office space and a $0.8 million gain related to an early lease termination and settlement of an asset retirement obligation recognized in the second quarter of 2022.
The decrease in facilities costs was largely comprised of a $1.7 million impairment charge on our right-of-use asset recognized in the second quarter of 2021 associated with subleasing an office space and a $0.8 million gain related to an early lease termination and settlement of an asset retirement obligation recognized in the second quarter of 2022. 68 Table of Content s Depreciation and Amortization Expenses Years Ended December 31, % Change 2023 2022 2021 2023 vs. 2022 2022 vs. 2021 (dollars in thousands) Depreciation and amortization expenses $ 17,699 $ 16,520 $ 16,279 7.1 % 1.5 % Year ended December 31, 2023 compared to year ended December 31, 2022 .
At the same time, wider economic inflation has led to the Federal Reserve raising interest rates, which along with the expectation for future rate hikes are starting to have their intended impact on the U.S. economy.
At the same time, wider economic inflation has led to the Federal Reserve raising interest rates, which along with the expectation that interest rates will remain high for the foreseeable future, will continue to impact the U.S. economy.
Goodwill Impairme nt For the year ended December 31, 2022, we recognized a non-cash goodwill impairment charge of $59.8 million, which represents the amount that the carrying value of our single reporting unit was in excess of its estimated fair value at September 30, 2022. For further details, see Note 7 to our consolidated financial statements included herein.
Depreciation and amortization expenses increased $0.2 million, or 1.5%, for 2022 as compared to 2021. Goodwill Impairme nt For the year ended December 31, 2022, we recognized a non-cash goodwill impairment charge of $59.8 million, which represents the amount that the carrying value of our single reporting unit was in excess of its estimated fair value at September 30, 2022.
Share Repurchase Program In the third quarter of 2020, our board of directors authorized an open market stock repurchase program (the “Program”) of up to $75 million to allow for the repurchase of shares of our common stock through September 30, 2022.
Additional funds may not be available on terms favorable to us or at all. 70 Table of Content s Share Repurchase Program In the third quarter of 2020, our board of directors authorized an open market stock repurchase program (the “Program”) of up to $75 million to allow for the repurchase of shares of our common stock through September 30, 2022.
Net Cash Provided by Discontinued Operations Net cash provided by discontinued operations of $6.3 million in 2021 mainly consisted of the $7.5 million cash earnout received from J.D. Power based upon ALG’s achievement of certain revenue metrics in 2020 net of a cash payment of $1.0 million related to final net working capital adjustments associated with the divestiture.
Power based upon ALG’s achievement of certain revenue metrics in 2020 net of a cash payment of $1.0 million related to final net working capital adjustments associated with the divestiture.
We view units as a key indicator of the health of our business, the effectiveness of our product and the size and geographic coverage of our network of TrueCar Certified Dealers. On occasion, we issue credits to our TrueCar Certified Dealers with respect to units sold.
A unit is counted after we have matched the sale to a TrueCar user with a TrueCar Certified Dealer. We view units as a key indicator of the health of our business, the effectiveness of our product and the size and geographic coverage of our network of TrueCar Certified Dealers.
The unit decrease was primarily due to lower automobile inventory levels resulting from the global semiconductor chip shortage. 54 Table of Contents Monetization We define monetization as the average transaction revenue per unit, which we calculate by dividing all of our transaction revenue (dealer revenue and OEM incentives revenue) in a given period by the number of units in that period.
Monetization We define monetization as the average transaction revenue per unit, which we calculate by dividing all of our transaction revenue (dealer revenue and OEM incentives revenue) in a given period by the number of units in that period.
In most cases, we issue credits in order to maintain strong business relations with the dealer and not because we have made an erroneous sales match or billing error. The number of units decreased 43.9% to 340,940 for the year ended December 31, 2022 from 607,667 for the year ended December 31, 2021.
In most cases, we issue credits in order to maintain strong business relations with the dealer and not because we have made an erroneous sales match or billing error.
We consider these charges to be unrelated to our underlying results of operations and believe that their exclusion is appropriate to facilitate period-to-period operating performance comparisons. Presentation of Financial Statements Our consolidated financial statements include the accounts of our wholly owned subsidiaries in accordance with FASB ASC 810 — Consolidation .
We consider these charges to be unrelated to our underlying results of operations and believe that their exclusion is appropriate to facilitate period-to-period operating performance comparisons.
The excluded amounts also included a $0.25 million associated with acceleration of unvested options to purchase shares of Digital Motors stock held by Digital Motors employees at the time of the acquisition that are accounted for as post-combination compensation expense. These expenses are included in general and administrative expenses in our consolidated statements of comprehensive income (loss).
(4) The excluded amounts represent external legal, accounting, consulting and other third-party fees and costs we incurred in connection with the Digital Motors acquisition, and $0.25 million associated with acceleration of unvested options to purchase shares of Digital Motors stock held by Digital Motors employees at the time of the acquisition that are accounted for as post-combination compensation expense.
Domestically, consumers are concerned about inflation and while employment remains strong, a possible recession stemming from tighter monetary policy is also weighing on consumer sentiment. Higher interest rates could also reduce consumer demand by making vehicle financing more expensive and reducing the amount of 53 Table of Contents inventory purchased by dealers due to higher financing costs.
Domestically, consumers are concerned about inflation and while employment remains strong, a possible recession stemming from tighter monetary policy is also negatively weighing on consumer sentiment and spending. The resumption of student loan payments in the second half of 2023 and higher interest rates could also reduce consumer demand.
On November 30, 2020, we divested ALG to J.D. Power. See Note 5 to our consolidated financial statements included herein for further details. During the year ended December 31, 2022, we generated revenues of $161.5 million and recorded a net loss of $118.7 million.
On November 30, 2020, we divested ALG to J.D. Power. See Note 5 to our consolidated financial statements included herein for further details.
The network is comprised of dealers with a range of unit sales volume per dealer, with dealers representing certain brands consistently achieving higher than average unit sales volume.
This number is calculated by counting the number of brands of new cars sold at each individual location, or rooftop, regardless of the size of the dealership that owns the rooftop. The network is comprised of dealers with a range of unit sales volume per dealer, with dealers representing certain brands consistently achieving higher than average unit sales volume.
Interest Income Years Ended December 31, % Change 2022 2021 2020 2022 vs. 2021 2021 vs. 2020 (dollars in thousands) Interest income $ 2,565 $ 52 $ 462 4,832.7 % (88.7) % Year ended December 31, 2022 compared to year ended December 31, 2021 .
For further details, see Note 7 to our consolidated financial statements included herein. Interest Income Years Ended December 31, % Change 2023 2022 2021 2023 vs. 2022 2022 vs. 2021 (dollars in thousands) Interest income $ 6,718 $ 2,565 $ 52 161.9 % 4,832.7 % Year ended December 31, 2023 compared to year ended December 31, 2022 .
This was primarily due to a loss from continuing operations of $19.8 million, which was adjusted for non-cash items, including stock-based compensation expense of $23.1 million, depreciation and amortization expense of $20.4 million, goodwill impairment of $8.3 million, amortization of lease right-of-use assets of $5.4 million, bad debt expense of $3.0 million, and asset impairment and write-off of $2.4 million primarily due to a ROU asset impairment of $2.1 million.
This was primarily due to a loss from continuing operations of $49.8 million, adjusted for non-cash items, including stock-based compensation expense of $14.3 million, depreciation and amortization expense of $17.7 million, amortization of lease right-of-use assets of $3.0 million, an increase in the fair value of contingent consideration liabilities of $0.9 million, impairments and write offs of assets of $2.4 million, and bad debt expense of $0.7 million, partially offset by a gain on lease exit of $1.6 million.