Biggest changeSummary and discussion of the years ended December 31, 2022, 2021 and 2020: (in millions) Years ended December 31, 2022 2021 2020 Revenue $ 437.4 $ 254.0 $ 230.8 Operating expenses (1): Cost of revenue share fee $ 56.3 $ 37.2 $ 33.2 Cost of direct salaries and benefits $ 104.8 $ 67.7 $ 40.5 Research and development $ 66.8 $ 47.5 $ 32.0 Sales and marketing $ 41.7 $ 35.2 $ 16.4 General and administrative $ 278.1 $ 168.9 $ 118.2 Depreciation and amortization $ 18.8 $ 12.4 $ 9.4 Operating income (loss) $ (129.1) $ (114.9) $ (18.9) Other income (expense) Interest income (expense), net $ 6.6 $ (0.3) $ 0.6 Other income (expense), net $ 5.0 $ 0.3 $ 9.0 Income (loss) before tax $ (117.5) $ (114.9) $ (9.3) Income tax benefit (expense) $ 2.1 $ (0.2) $ — Net income (loss) $ (115.4) $ (115.1) $ (9.3) 54 Table of Contents (1) Amounts related to the Company’s total equity-based compensation expense including warrants (refer to note 13 within the consolidated financial statements for a description for equity-based warrants) and excluding additional expense related to repurchases, as follows: Year Ended December 31, 2022 (in thousands) Pre-IPO employee performance awards Warrants Founder PSU Employee equity-based awards Total Cost of direct salaries and benefits $ 87 $ — $ — $ 269 $ 356 Research and development 2,567 — — 15,003 17,570 Sales and marketing 181 — — 385 566 General and administrative 3,278 77,033 26,301 13,391 120,003 Total equity-based compensation $ 6,113 $ 77,033 $ 26,301 $ 29,048 $ 138,495 Year Ended December 31, 2021 (in thousands) Pre-IPO employee performance awards Warrants Founder PSU Employee equity-based awards Total Cost of direct salaries and benefits $ — $ — $ — $ 316 $ 316 Research and development — — — 6,718 6,718 Sales and marketing — — — 204 204 General and administrative — 4,813 13,403 11,057 29,273 Total equity-based compensation $ — $ 4,813 $ 13,403 $ 18,295 $ 36,511 Revenue Years ended December 31, 2022 2021 $ Change % Change Revenue $ 437.4 $ 254.0 $ 183.4 72 % Revenue increased by $183.4 million, or 72%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Biggest changeSummary and discussion of the years ended December 31, 2023, 2022 and 2021 (in millions): 54 Table of Contents Years ended December 31, 2023 2022 2021 Revenue $ 613.6 $ 437.4 $ 254.0 Operating expenses (1) : Cost of revenue share fee $ 88.6 $ 56.3 $ 37.2 Cost of direct salaries and benefits $ 142.8 $ 104.8 $ 67.7 Research and development $ 74.4 $ 66.8 $ 47.5 Sales and marketing $ 43.5 $ 41.7 $ 35.2 General and administrative $ 222.4 $ 278.1 $ 168.9 Depreciation and amortization $ 21.6 $ 18.8 $ 12.4 Operating income (loss) $ 20.1 $ (129.1) $ (114.9) Other income (expense) Interest income (expense), net $ 29.0 $ 6.6 $ (0.3) Other income (expense), net $ 1.5 $ 5.0 $ 0.3 Income (loss) before tax $ 50.6 $ (117.5) $ (114.9) Income tax benefit (expense) $ (0.7) $ 2.1 $ (0.2) Net income (loss) $ 49.9 $ (115.4) $ (115.1) (1) Amounts related to the Company’s total equity-based compensation expense including warrants (refer to Note 13 within the consolidated financial statements for a description for equity-based warrants) and excluding additional expense related to repurchases, as follows: Year Ended December 31, 2023 (in thousands) Pre-IPO employee performance awards Warrants Founder PSU Employee equity-based awards Total Cost of direct salaries and benefits $ (281) $ — $ — $ 515 $ 234 Research and development (1) (2,662) — — 8,635 5,973 Sales and marketing (239) — — 852 613 General and administrative (2) (3,028) 623 19,815 13,063 30,473 Total equity-based compensation $ (6,210) $ 623 $ 19,815 $ 23,065 $ 37,293 (1) Includes $12.7 million employee equity-based compensation forfeitures for the year ended December 31, 2023.
Non-GAAP Financial Measures In addition to our results as determined in accordance with GAAP, we disclose Adjusted EBITDA (Loss), Free Cash Flow, Adjusted Net Income (Loss) and Adjusted Net Income (Loss) Per Common Share, Diluted as non-GAAP financial measures that management believes provide useful information to investors.
Non-GAAP Financial Measures In addition to our results as determined in accordance with GAAP, we disclose Adjusted EBITDA (Loss), Adjusted EBITDA Margin, Free Cash Flow, Adjusted Net Income (Loss) and Adjusted Net Income (Loss) Per Common Share, Diluted as non-GAAP financial measures that management believes provide useful information to investors.
Other income (expense), net Other Income (Expense), Net consists of certain non-recurring non-operating items including income recognized in relation to a minimum annual guarantee paid to us by a marketing partner and other items such as changes in the fair value of contingent consideration.
Other income (expense), net Other income (expense), net consists of certain non-recurring non-operating items including income recognized in relation to a minimum annual guarantee paid to us by a marketing partner and other items such as sublease income and changes in the fair value of contingent consideration.
Tax Receivable Agreement The Company entered into a Tax Receivable Agreement (“TRA”) which generally provides for payment by the Company to the remaining members of Alclear, the “TRA Holders,” of 85% of the net cash savings, if any, in U.S. federal, state and local income tax and franchise tax that the Company actually realizes or is deemed to realize in certain circumstances.
Tax Receivable Agreement The Company entered into a TRA which generally provides for payment by the Company to the remaining members of Alclear, the “TRA Holders,” of 85% of the net cash savings, if any, in U.S. federal, state and local income tax and franchise tax that the Company actually realizes or is deemed to realize in certain circumstances.
All subsequent written and oral forward-looking statements attributable to us or persons acting on our behalf are expressly qualified in their entirety by the cautionary statements contained in this Annual Report on Form 10-K. The discussion in this MD&A is generally related to 2022 and 2021 items and year-to-year comparisons between 2022 and 2021.
All subsequent written and oral forward-looking statements attributable to us or persons acting on our behalf are expressly qualified in their entirety by the cautionary statements contained in this Annual Report on Form 10-K. The discussion in this MD&A is generally related to 2023 and 2022 items and year-to-year comparisons between 2023 and 2022.
Discussions of 2020 items and year-to-year comparisons between 2021 and 2020 that are not included in this Annual Report on Form 10-K can be found in "Management's Discussion and Analysis of Financial Condition and Results of Operations" in Part II, Item 7 of the Company's Annual Report on Form 10-K for the fiscal year ended December 31, 2021.
Discussions of 2021 items and year-to-year comparisons between 2022 and 2021 that are not included in this Annual Report on Form 10-K can be found in "Management's Discussion and Analysis of Financial Condition and Results of Operations" in Part II, Item 7 of the Company's Annual Report on Form 10-K for the fiscal year ended December 31, 2022.
Membership subscription revenue is also reduced by the Company’s funded portion of credit card benefits issued to members through a partnership with a credit card company at the end of the contract period. The Company’s funded portion varies based on total number of members for the contract year. The Company also generates revenue in relation to Powered by CLEAR.
Membership subscription revenue is also reduced by the Company’s funded portion of credit card benefits issued to Members through a partnership with a credit card company at the end of the contract period. The Company’s funded portion varies based on total number of Members for the contract year. The Company also generates revenue in relation to CLEAR Verified.
The Company will retain the benefit of the remaining 15% of these net cash savings. As of December 31, 2022, the Company has not recognized the deferred tax asset for the step-up in tax basis, as the asset is not more-likely-than-not to be realized.
The Company will retain the benefit of the remaining 15% of these net cash savings. As of December 31, 2023, the Company has not recognized the deferred tax asset for the step-up in tax basis, as the asset is not more-likely-than-not to be realized.
The Credit Agreement contains customary affirmative covenants, such as financial statement reporting requirements and delivery of borrowing base certificates, as well as customary covenants that restrict our ability to, among other things, incur additional indebtedness, sell certain assets, guarantee obligations of third parties, declare dividends or make certain distributions, and undergo a merger or consolidation or certain other transactions.
The Credit Agreement contains customary affirmative covenants, such as 58 Table of Contents financial statement reporting requirements and delivery of borrowing base certificates, as well as customary covenants that restrict our ability to, among other things, incur additional indebtedness, sell certain assets, guarantee obligations of third parties, declare dividends or make certain distributions, and undergo a merger or consolidation or certain other transactions.
These statements are based upon assumptions that we have made in light of our 45 Table of Contents experience in the industry, as well as our perceptions of historical trends, current conditions, expected future developments and other factors that we believe are appropriate under the circumstances.
These statements are based upon assumptions that we have made in light of our experience in the industry, as well as our perceptions of historical trends, current conditions, expected future developments and other factors that we believe are appropriate under the circumstances.
Management views this metric as an important tool to analyze the level of engagement of our member base, which can be a leading indicator of future growth and revenue, as well as an indicator of customer satisfaction and long term business economics.
Management views this metric as an important tool to analyze the level of 49 Table of Contents engagement of our Member base, which can be a leading indicator of future growth and revenue, as well as an indicator of customer satisfaction and long term business economics.
Management views 49 Table of Contents this metric as an important tool to analyze the level of engagement of our member base which can be a leading indicator of future growth, retention and revenue.
Management views this metric as an important tool to analyze the level of engagement of our Member base which can be a leading indicator of future growth, retention and revenue.
Business Combinations 59 Table of Contents Accounting for business combinations requires us to make significant estimates and assumptions with respect to the the fair value of identifiable assets and liabilities acquired in a business combination, especially with respect to intangible assets.
Business Combinations Accounting for business combinations requires us to make significant estimates and assumptions with respect to the the fair value of identifiable assets and liabilities acquired in a business combination, especially with respect to intangible assets.
We believe our existing cash and cash equivalents, marketable securities, cash provided by operations and the availability of additional funds under our Credit Agreement (as defined below) will be sufficient to meet our working capital and capital expenditure needs for at least the next 12 months, including known commitments and contingencies as discussed below.
We believe our existing cash and cash equivalents, marketable securities, cash provided by operations and the availability of additional funds under our Credit Agreement (as defined below) will be sufficient to meet our working capital and capital expenditure needs for at least the next 12 months, including payment of dividends, potential stock repurchases, and known commitments and contingencies as discussed below.
Employee-related costs recorded in direct salaries and benefits consist of salaries, taxes, benefits and equity-based compensation and expenses under arrangements related to the use of certain space at airports.
Employee- 53 Table of Contents related costs recorded in direct salaries and benefits consist of salaries, taxes, benefits and equity-based compensation and expenses under arrangements related to the use of certain space at airports.
CLEAR has been delivering friction-free experiences in airports for over a decade, achieving exceptional user delight and trust with CLEAR Plus, our consumer aviation subscription service. CLEAR Plus enables access to predictable and fast experiences through dedicated entry lanes in airport security checkpoints nationwide.
CLEAR has been delivering secure, friction-free experiences in airports for over 14 years, achieving exceptional user delight and trust with CLEAR Plus, our consumer aviation subscription service. CLEAR Plus enables access to predictable and fast experiences through dedicated entry lanes in airport security checkpoints nationwide.
Refer to our risks and uncertainties discussed under the heading "Forward-Looking Statements" and in Part I. Item 1A. "Risk Factors" for further information. Credit Agreement On March 31, 2020, we entered into a credit agreement (the “Credit Agreement”) for a three-year $50 million revolving credit facility that expires on March 31, 2023.
Refer to our risks and uncertainties discussed under the heading "Forward-Looking Statements" and in Part I. Item 1A. "Risk Factors" for further information. Credit Agreement On March 31, 2020, we entered into a credit agreement (as amended, restated or otherwise modified, the “Credit Agreement”) for a three-year $50 million revolving credit facility that expires on March 31, 2023.
Although we believe that these forward-looking statements are based upon reasonable assumptions, you should be aware that many factors, including those described under the heading “Risk Factors,” in this Annual Report on Form 10-K, could affect our actual financial results or results of operations and could cause actual results to differ materially from those in the forward-looking statements.
Although we believe that these forward-looking statements are based upon reasonable assumptions, you should be aware that many factors, including those described under the heading “Risk Factors,” in this Annual Report on Form 10-K, could affect our actual financial results or results of operations and could cause actual results to differ materially from those in the forward-looking statements. 45 Table of Contents Our forward-looking statements made herein are made only as of the date of this Annual Report on Form 10-K.
Acquisitions During the year ended December 31, 2021, the Company made strategic acquisitions of Whyline, Inc., our virtual queuing technology that enables customers to manage lines and certain assets of Atlas Certified, LLC, our automated solution to verify professional licenses and certification data across industries.
Additionally, during the year ended December 31, 2021, the Company acquired Whyline, Inc., our virtual queuing technology that enables customers to manage lines, and also acquired certain assets of Atlas Certified, LLC, our automated solution to verify professional licenses and certification data across industries.
MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS The following Management’s Discussion and Analysis of Financial Condition and Results of Operations (“MD&A”) is intended to help readers understand our results of operations, financial condition and cash flows and should be read in conjunction with the audited consolidated financial statements and the related notes included elsewhere in this annual report for the fiscal year ended December 31, 2022 (“Annual Report on Form 10-K”).
MANAGEMENT’S DISCUSSION AND ANALYSIS OF FINANCIAL CONDITION AND RESULTS OF OPERATIONS The following Management’s Discussion and Analysis of Financial Condition and Results of Operations (“MD&A”) is intended to help readers understand our results of operations, financial condition and cash flows and should be read in conjunction with the audited consolidated financial statements and the related notes included elsewhere in this Annual Report on Form 10-K”).
In addition, the Credit Agreement contains certain other covenants (none of which relate to financial condition), events of default and other customary provisions, and also contains customary LIBOR replacement mechanics.
In addition, the Credit Agreement contains certain other covenants (none of which relate to financial condition), events of default and other customary provisions.
Changes to the macro environment Our business is dependent on macroeconomic and other events outside of our control, such as decreased levels of travel or attendance at events, terrorism, civil unrest, political instability, union and other transit related strikes and other general economic conditions. We are also subject to changes in discretionary consumer spending.
Changes to the macro environment Our business is dependent on macroeconomic and other events outside of our control, such as decreased levels of travel or attendance at events, terrorism, civil unrest, political instability, union and other transit related strikes and other general economic conditions.
Interest income, net Interest Income, net primarily consists of interest income from our investment holdings partially offset by amortization of discounts on our marketable securities and issuance costs on our revolving credit facility.
Interest income (expense), net Interest income (expense), net primarily consists of interest income from our investment holdings and discount accretion on our marketable securities partially offset by issuance costs on our revolving credit facility.
The Revenue Share fee is generally prepaid to the host airport in the period collected from the member. The Revenue Share fee is capitalized and subsequently amortized to operating expense over each member’s subscription period, as the payments are refundable on a pro rata basis. Such prepayments are recorded in “Prepaid Revenue Share fee” in the Company’s consolidated balance sheets.
The Revenue Share fee is generally prepaid to the host airport in the period collected from the Member. The Revenue Share fee is capitalized and subsequently amortized to operating expense over each Member’s subscription period. Such prepayments are recorded in “Prepaid revenue share fee” in the Company’s consolidated balance sheets.
Employee-related expenses consist of salaries, taxes, benefits and equity-based compensation. In addition, general and administrative expenses include non-personnel costs, such as legal, accounting and other professional fees, warrant expense, variable credit card fees, variable mobile enrollment costs, and all other supporting corporate expenses not allocated to other departments including overhead and acquisition-related costs.
In addition, general and administrative expenses include non-personnel costs, such as legal, accounting and other professional fees, warrant expense, variable credit card fees, variable mobile enrollment costs, and all other supporting corporate expenses not allocated to other departments including overhead and acquisition-related costs.
Years ended December 31, 2022 2021 $ Change % Change Other income $ 7.3 $ 5.8 $ 1.5 N/A Other expense $ (2.4) $ (5.5) $ 3.1 N/A Other income (expense), net $ 5.0 $ 0.3 $ 4.7 N/A Other income (expense), net increased by $4.7 million, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Years ended December 31, 2023 2022 $ Change % Change Other income $ 1.6 $ 7.3 $ (5.7) N/A Other expense $ (0.1) $ (2.4) $ 2.3 N/A Other income (expense), net $ 1.5 $ 5.0 $ (3.5) (71) % Other income, net decreased by $3.5 million, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
As we continue to innovate on the travel experience, we are proud to offer TSA PreCheck® Enrollment Provided by CLEAR–providing consumers with increased choice in where and how to sign up for this popular trusted traveler program–which we expect to soft launch in early 2023.
As we continue to innovate on the travel experience, we are proud to offer TSA PreCheck® Enrollment Provided by CLEAR –offering consumers increased choice in how and where to sign up for this popular trusted traveler program.
Any future dividends will be subject to the approval of the Board. To the extent the dividend exceeds the Company’s current and accumulated earnings and profits, a portion of the dividend may be deemed a return of capital or a capital gain to the holders of our Class A Common Stock or Class B Common Stock, as applicable.
To the extent the quarterly dividend exceeds the Company's current and accumulated earnings and profits, a portion of the dividend may be deemed a return of capital gain to the holders of our Class A Common Stock or Class B Common Stock, as applicable.
Taxation and Expenses After the consummation of our IPO, we became subject to U.S. federal, state and local income taxes with respect to our allocable share of any taxable income of Alclear and will be taxed at the prevailing corporate tax rates.
We are also subject to changes in discretionary consumer spending. 47 Table of Contents Taxation and Expenses After the consummation of our IPO, we became subject to U.S. federal, state and local income taxes with respect to our allocable share of any taxable income of Alclear and will be taxed at the prevailing corporate tax rates.
The change was primarily due to increased employee compensation costs of $36.0 million caused by increasing travel volumes leading to higher staffing needs as well as new airport openings.
The change was primarily due to increased employee compensation costs of $36.4 million caused by new airport openings and expansions and increased travel volumes leading to higher staffing needs.
Tax Receivable Agreement In connection with the IPO we entered into the TRA with the Alclear Members that provides for the payment by us to the Alclear Members of 85% of the amount of cash savings, if any, in U.S. federal, state and local income tax or franchise tax that we actually realize (computed using simplifying assumptions to address the impact of state and local taxes) as a result of (i) any increase in tax basis in Alclear’s assets resulting from (a) exchanges by the Alclear Members (or their transferees or other assignees) of Alclear Units (along with the corresponding shares of our Class C Common Stock or Class D Common Stock, as applicable) for shares of our Class A common stock, $0.00001 par value per share (“Class A Common Stock”) or Class B common stock, $0.00001 par value per share (“Class B Common Stock”) as applicable, and purchases of Alclear Units and corresponding shares of Class C common stock, par value $0.00001 per share (“Class C Common Stock”) or Class D common stock, $0.00001 par value per share (“Class D Common Stock” and, together with the Class A Common Stock, Class B Common Stock and Class C Common Stock, collectively, “Common Stock”), as the case may be, from Alclear Members (or their transferees or other assignees) or (b) payments under the TRA, and (ii) tax benefits related to imputed interest deemed arising as a result of payments made under the TRA. 48 Table of Contents The actual increase in tax basis, as well as the amount and timing of any payments under these agreements, varies depending upon a number of factors, including the timing of exchanges by or purchases from the Alclear Members, the price of our Class A Common Stock at the time of the exchange, the extent to which such exchanges are taxable, the amount and timing of the taxable income we generate in the future and the tax rate then applicable and the portion of our payments under the TRA constituting imputed interest.
Tax Receivable Agreement In connection with the IPO we entered into the TRA with the Alclear Members that provides for the payment by us to the Alclear Members of 85% of the amount of cash savings, if any, in U.S. federal, state and local income tax or franchise tax that we actually realize (computed using simplifying assumptions to address the impact of state and local taxes) as a result of (i) any increase in tax basis in Alclear’s assets resulting from (a) exchanges by the Alclear Members (or their transferees or other assignees) of Alclear Units (along with the corresponding shares of our Class C Common Stock or Class D Common Stock, as applicable) for shares of our Class A common stock, $0.00001 par value per share (“Class A Common Stock”) or Class B common stock, $0.00001 par value per share (“Class B Common Stock”) as applicable, and purchases of Alclear Units and corresponding shares of Class C common stock, par value $0.00001 per share (“Class C Common Stock”) or Class D common stock, $0.00001 par value per share (“Class D Common Stock” and, together with the Class A Common Stock, Class B Common Stock and Class C Common Stock, collectively, “Common Stock”), as the case may be, from Alclear Members (or their transferees or other assignees) or (b) payments under the TRA, and (ii) tax benefits related to imputed interest deemed arising as a result of payments made under the TRA.
Income tax benefit (expense) Years ended December 31, 2022 2021 $ Change % Change Income tax benefit (expense) $ 2.1 $ (0.2) $ 2.3 N/A Income tax benefit increased by $2.3 million for the year ended December 31, 2022 compared to an income tax expense of $.2 million.
Income tax benefit (expense) Years ended December 31, 2023 2022 $ Change % Change Income tax benefit (expense) $ (0.7) $ 2.1 $ (2.8) N/A Income tax expense increased by $2.8 million for the year ended December 31, 2023 compared to the year ended December 31, 2022 .
The change was primarily driven by higher interest rates and higher average greater marketable securities and cash and cash equivalent balances.
This change was primarily driven by higher interest rates and higher average marketable securities and cash and cash equivalents balances.
On May 13, 2022, the Company's Board authorized a share repurchase program pursuant to which the Company may purchase up to $100,000 of its Class A Common Stock.
On May 13, 2022, the Company's Board authorized a share repurchase program pursuant to which the Company may purchase up to $100 million of its Class A Common Stock. On November 8, 2023, the Company announced that its Board authorized a $100 million increase to its existing Class A Common Stock share repurchase program.
Sales and marketing Sales and marketing expenses consist primarily of costs of general marketing and promotional activities, advertising fees used to drive subscriber acquisition, commissions, the production costs to create our advertisements, expenses related to employees who manage our sales and marketing efforts, as well as brand and allocated overhead costs. 53 Table of Contents General and administrative General and administrative expenses consist primarily of employee-related expenses for the executive, finance, accounting, legal, and human resources functions.
Sales and marketing Sales and marketing expenses consist primarily of costs of general marketing and promotional activities, advertising fees used to drive subscriber acquisition, commissions, the production costs to create our advertisements, expenses related to employees who manage our sales and marketing efforts, as well as brand and allocated overhead costs.
Overview CLEAR is an identity company obsessed with the customer experience. We make everyday experiences frictionless by connecting your identity to the things that make you, YOU - transforming the way you live, work, and travel.
Overview CLEAR is an identity company making experiences safer and easier digitally and physically. We make everyday experiences frictionless by connecting your identity to all the things that make you, YOU - transforming the way you live, work, and travel.
Borrowings under the Credit Agreement generally bear interest between 1.5% and 2.5% per year and also include interest based on the greater of the prime rate, LIBOR or New York Federal Reserve Bank (“NYFRB”) rate, plus an applicable margin for specific interest periods. In April 2021, the Company increased the size of the revolving credit facility to $100 million.
Borrowings under the Credit Agreement generally bear interest between 1.5% and 2.5% per year and also include interest based on the greater of the prime rate, London Interbank Offered Rate (“LIBOR”) or New York Federal Reserve Bank (“NYFRB”) rate, plus an applicable margin for specific interest periods.
As of December 31, 2022 December 31, 2021 Change Annual CLEAR Plus Net Member Retention 91.9% 92.3% (0.4%) Annual CLEAR Plus Net Member Retention was 91.9% as of December 31, 2022 and 92.3% as of December 31, 2021, a year-over year decrease of 40 basis points.
As of December 31, 2023 2022 Change Annual CLEAR Plus Net Member Retention 86.3% 91.9% (5.6%) Annual CLEAR Plus Net Member Retention was 86.3% as of December 31, 2023 and 91.9% as of December 31, 2022, a year-over-year decrease of 560 basis points.
Ability to retain CLEAR Plus members Our ability to execute on our growth strategy is focused, in part, on our ability to retain our existing CLEAR Plus members. Frequency and recency of usage are the leading indicators of retention, and we must continue to provide frictionless and predictable experiences that our members will use in their daily lives.
Frequency and recency of usage are the leading indicators of retention, and we must continue to provide frictionless and predictable experiences that our Members will use in their daily lives.
Sales and marketing Years ended December 31, 2022 2021 $ Change % Change Sales and marketing $ 41.7 $ 35.2 $ 6.5 18 % Sales and marketing expenses increased by $6.5 million, or 18%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Sales and marketing Years ended December 31, 2023 2022 $ Change % Change Sales and marketing $ 43.5 $ 41.7 $ 1.8 4 % Sales and marketing expenses increased by $1.8 million, or 4%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Calculation of Adjusted Weighted-Average Shares Outstanding As of December 31, 2022 2021 Weighted-average number of shares outstanding, basic for Class A Common Stock 81,117,184 75,515,242 Adjustments Assumed weighted-average conversion of issued and outstanding Class B Common Stock 1,007,686 1,042,234 Assumed weighted-average conversion of issued and outstanding Class C Common Stock 41,265,522 44,407,609 Assumed weighted-average conversion of issued and outstanding Class D Common Stock 26,501,898 25,109,283 Assumed weighted-average conversion of vested and outstanding warrants 164,623 67,942 Adjusted Weighted-Average Number of Shares Outstanding, Basic 150,056,913 146,142,310 Weighted-average impact of unvested RSAs 863,904 — Weighted-average impact of unvested RSUs 631,104 — Total incremental shares 1,495,008 — Adjusted Weighted-Average Number of Shares Outstanding, Diluted 151,551,921 146,142,310 Calculation of Adjusted Net Income (Loss) Per Common Share, Basic For the year ended December 31, 2022 2021 Adjusted Net Income (Loss) in thousands $ 24,616 $ (33,002) Adjusted Weighted-Average Number of Shares Outstanding, Basic 150,056,914 146,142,310 Adjusted Net Income (Loss) per Common Share, Basic $ 0.16 $ (0.23) Calculation of Adjusted Net Income (Loss) Per Common Share, Diluted For the year ended December 31, 2022 Adjusted Net Income (Loss) in thousands $ 24,616 Adjusted Weighted-Average Number of Shares Outstanding, Diluted 151,551,921 Adjusted Net Loss per Common Share, Diluted $ 0.16 Summary of Adjusted Net Income (Loss) per Common Share: For the year ended December 31, 2022 2021 Adjusted Net Income (Loss) per Common Share, Basic $ 0.16 $ (0.23) Adjusted Net Income (Loss) per Common Share, Diluted $ 0.16 $ (0.23) 52 Table of Contents Reconciliation of Net cash provided by (used in) operating activities to Free Cash Flow For the year ended December 31, (In thousands) 2022 2021 2020 Net cash provided by (used in) operating activities $ 168,310 $ 69,707 $ (12,338) Purchases of property and equipment (31,362) $ (28,148) (16,502) Share repurchases over fair value — $ 712 50,551 Free Cash Flow $ 136,948 $ 42,271 $ 21,711 Components of Results of Operations Revenue The Company derives substantially all of its revenue from subscriptions to its consumer aviation service, CLEAR Plus.
Calculation of Adjusted Weighted-Average Shares Outstanding As of December 31, 2023 2022 Weighted-average number of shares outstanding, basic for Class A Common Stock 89,695,439 81,117,184 Adjustments Assumed weighted-average conversion of issued and outstanding Class B Common Stock 907,234 1,007,686 Assumed weighted-average conversion of issued and outstanding Class C Common Stock 35,586,829 41,265,522 Assumed weighted-average conversion of issued and outstanding Class D Common Stock 25,796,690 26,501,898 Assumed weighted-average conversion of vested and outstanding warrants — 164,623 Adjusted Weighted-Average Number of Shares Outstanding, Basic 151,986,192 150,056,913 Weighted-average impact of unvested RSAs 37,861 863,904 Weighted-average impact of unvested RSUs 955,661 631,104 Weighted-average impact of unvested performance based RSUs 20,850 — Total incremental shares 1,014,372 1,495,008 Adjusted Weighted-Average Number of Shares Outstanding, Diluted 153,000,564 151,551,921 Calculation of Adjusted Net Income per Common Share, Basic For the year ended December 31, 2023 2022 Adjusted Net Income in thousands $ 89,296 $ 24,616 Adjusted Weighted-Average Number of Shares Outstanding, Basic 151,986,192 150,056,913 Adjusted Net Income per Common Share, Basic $ 0.59 $ 0.16 52 Table of Contents Calculation of Adjusted Net Income per Common Share, Diluted For the year ended December 31, 2023 2022 Adjusted Net Income in thousands $ 89,296 $ 24,616 Adjusted Weighted-Average Number of Shares Outstanding, Diluted 153,000,564 151,551,921 Adjusted Net Income per Common Share, Diluted $ 0.58 $ 0.16 Summary of Adjusted Net Income per Common Share: For the year ended December 31, 2023 2022 Adjusted Net Income per Common Share, Basic $ 0.59 $ 0.16 Adjusted Net Income per Common Share, Diluted $ 0.58 $ 0.16 Reconciliation of Net cash provided by (used in) operating activities to Free Cash Flow For the year ended December 31, (In thousands) 2023 2022 2021 Net cash provided by (used in) operating activities $ 225,033 $ 168,310 $ 69,707 Purchases of property and equipment (25,555) (31,362) $ (28,148) Share repurchases over fair value — — $ 712 Free Cash Flow $ 199,478 $ 136,948 $ 42,271 Components of Results of Operations Revenue The Company derives substantially all of its revenue from subscriptions to its consumer aviation service, CLEAR Plus.
These key measures include Total Bookings, Total Cumulative Enrollments, Total Cumulative Platform Uses, and Annual CLEAR Plus Net Member Retention. Total Bookings Total Bookings represent our total revenue plus the change in deferred revenue during the period. Total Bookings in any particular period reflect sales to new and renewing CLEAR Plus subscribers plus any accrued billings to partners.
Total Bookings Total Bookings represent our total revenue plus the change in deferred revenue during the period. Total Bookings in any particular period reflect sales to new and renewing CLEAR Plus subscribers plus any accrued billings to partners.
We may also use our cash and cash equivalents to repurchase our Class A Common Stock and pay cash dividends (and distributions in respect thereof). We plan to finance our operations, future stock repurchases, cash dividends and distributions to the extent declared, and capital expenditures largely through cash generated from the proceeds of our IPO and operations.
We plan to finance our operations, future stock repurchases, cash dividends, and distributions (to the extent declared), and capital expenditures largely through cash generated from the proceeds of our IPO and operations.
We did not revise prior years' Adjusted EBITDA (Loss) because there was no impact of a similar nature in the prior period that affects comparability. 50 Table of Contents Adjusted Net Income (Loss) We define Adjusted Net Income (Loss) as Net income (loss) attributable to Clear Secure, Inc. adjusted for the net income (loss) attributable to non-controlling interests, equity-based compensation expense, amortization of acquired intangible assets, acquisition-related costs, changes in fair value of contingent consideration and the income tax effect of these adjustments.
Adjusted Net Income (Loss) We define Adjusted Net Income (Loss) as Net income (loss) attributable to Clear Secure, Inc. adjusted for the net income (loss) attributable to non-controlling interests, equity-based compensation expense, amortization of acquired intangible assets, acquisition-related costs, changes in fair value of contingent consideration and the income tax effect of these adjustments.
Cost of direct salaries and benefits 55 Table of Contents Years ended December 31, 2022 2021 $ Change % Change Cost of direct salaries and benefits $ 104.8 $ 67.7 $ 37.1 55 % Cost of direct salaries and benefits expenses increased by $37.1 million, or 55%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Cost of direct salaries and benefits Years ended December 31, 2023 2022 $ Change % Change Cost of direct salaries and benefits $ 142.8 $ 104.8 $ 38.0 36 % Cost of direct salaries and benefits expenses increased by $38.0 million, or 36%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Adjusted EBITDA (Loss) We define Adjusted EBITDA (Loss) as net income (loss) adjusted for income taxes, interest (income) expense net, depreciation and amortization, impairment and losses on asset disposals, equity-based compensation expense, mark to market of warrant liabilities, net other income (expense) excluding sublease rental income, acquisition-related costs and changes in fair value of contingent consideration.
We periodically reassess the components of our Non-GAAP adjustments for changes in how we evaluate our performance and changes in how we make financial and operational decisions to ensure the adjustments remain relevant and meaningful. 50 Table of Contents Adjusted EBITDA (Loss) and Adjusted EBITDA Margin We define Adjusted EBITDA (Loss) as net income (loss) adjusted for income taxes, interest (income) expense net, depreciation and amortization, impairment and losses on asset disposals, equity-based compensation expense, mark to market of warrant liabilities, net other income (expense) excluding sublease rental income, acquisition-related costs and changes in fair value of contingent consideration.
On November 14, 2022, the Company announced that its Board declared a special cash dividend in the amount of $0.25 per share, payable on December 7, 2022 to holders of record of the Class A Common Stock and Class B Common 57 Table of Contents Stock as of the close of business on November 28, 2022 (the “Record Date”).
On May 9, 2023, the Company announced that a special committee of its Board declared a special cash dividend in the amount of $0.20 per share payable on May 25, 2023 to holders of record of Class A Common Stock and Class B Common Stock as of the close of business on May 18, 2023.
Management views this metric as an important tool to analyze the efficacy of our growth and marketing initiatives as new members are potentially a current and leading indicator of revenues.
This includes CLEAR Plus Members who have completed enrollment with CLEAR and have ever activated a payment method, plus associated family accounts. Management views this metric as an important tool to analyze the efficacy of our growth and marketing initiatives as new Members are potentially a current and leading indicator of revenues.
Research and development Years ended December 31, 2022 2021 $ Change % Change Research and development $ 66.8 $ 47.5 $ 19.3 41 % Research and development expenses increased by $19.3 million, or 41%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Research and development Years ended December 31, 2023 2022 $ Change % Change Research and development $ 74.4 $ 66.8 $ 7.6 11 % Research and development expenses increased by $7.6 million, or 11%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Total Cumulative Platform Uses We define Total Cumulative Platform Uses as the number of individual engagements across CLEAR use cases, including Clear Plus, flagship app and Powered by CLEAR, since inception as of the end of the period.
The year over year increase was driven by growth in CLEAR Plus enrollments, as well as increased contributions from CLEAR Verified. Total Cumulative Platform Uses We define Total Cumulative Platform Uses as the number of individual engagements across CLEAR use cases, including CLEAR Plus, our flagship app and CLEAR Verified, since inception as of the end of the period.
Reconciliation of Net income (loss) to Adjusted EBITDA (Loss) For the year ended December 31, (In thousands) 2022 2021 2020 Net loss $ (115,436) $ (115,171) $ (9,310) Income tax expense (benefit) (2,062) 233 16 Interest expense (income), net (6,586) 349 (612) Other expense (income), net (4,850) (344) (9,023) Depreciation and amortization 18,792 12,358 9,423 Acquisition-related costs — 1,391 — Loss on asset disposal — — 238 Impairment on assets 1,851 — — Equity-based compensation expense 138,495 37,223 53,978 Warrant liabilities — 12,796 887 Adjusted EBITDA (Loss) $ 30,204 $ (51,165) $ 45,597 51 Table of Contents Reconciliation of Net Income (Loss) to Adjusted Net Income (Loss) For the year ended December 31, (In thousands) 2022 2021 2020 Net loss attributable to Clear Secure,.
Reconciliation of Net income (loss) to Adjusted EBITDA (Loss) 51 Table of Contents For the year ended December 31, (In thousands) 2023 2022 2021 Net income (loss) $ 49,888 $ (115,436) $ (115,171) Income tax expense (benefit) 724 (2,062) 233 Interest income (expense), net (29,013) (6,586) 349 Other income (expense), net 107 (4,850) (344) Depreciation and amortization 21,649 18,792 12,358 Acquisition-related costs 457 — 1,391 Impairment on assets 4,975 1,851 — Equity-based compensation expense 37,293 138,495 37,223 Warrant liabilities — — 12,796 Adjusted EBITDA (Loss) $ 86,080 $ 30,204 $ (51,165) Revenue $ 613,579 $ 437,434 $ 253,953 Net income Margin 8 % (26) % (45) % Adjusted EBITDA Margin 14 % 7 % (20) % Reconciliation of Net Income (Loss) to Adjusted Net Income (Loss) For the year ended December 31, (In thousands) 2023 2022 2021 Net income (loss) attributable to Clear Secure,.
As of December 31, 2022 December 31, 2021 Change % Change Total Cumulative Enrollments (in thousands) 15,384 10,366 5,018 48% Total Cumulative Enrollments were 15,384 as of December 31, 2022 and 10,366 as of December 31, 2021, which represented a 48% increase.
As of December 31, 2023 2022 Change % Change Total Cumulative Enrollments (in thousands) 20,194 15,384 4,810 31% Total Cumulative Enrollments were 20,194 as of December 31, 2023 and 15,384 as of December 31, 2022, which represented a 31% increase.
An Enrollment is defined as any member who has registered for the CLEAR platform since inception and has a profile (including limited time free trials regardless of conversion to paid membership) net of duplicate and/or purged accounts. This includes CLEAR Plus members who have completed enrollment with CLEAR and have never activated a payment method, plus associated family accounts.
Total Cumulative Enrollments We define Total Cumulative Enrollments as the number of enrollments since inception as of the end of the period. An Enrollment is defined as any Member who has registered for the CLEAR platform since inception and has a profile (including limited time free trials regardless of conversion to paid membership) net of duplicate and/or purged accounts.
We base our estimates on historical experience and on various other assumptions that we believe to be reasonable under the circumstances. Actual results may differ from these estimates.
We base our estimates on historical experience and on various other assumptions that we believe to be reasonable under the circumstances. Actual results may differ from these estimates. Revenue recognition The Company has derived substantially all of its historical revenue from subscriptions to its consumer aviation service, CLEAR Plus.
Cash Flow The following summarizes our cash flows for the years ended December 31, 2022 and December 31, 2021 (in millions): Years Ended December 31, 2022 2021 2020 $ Change 2022 vs 2021 % Change 2022 vs 2021 Net cash provided by (used in) operating activities $168.3 $69.7 ($12.3) $98.6 141 % Net cash used in investing activities (359.6) (403.2) (21.6) 43.6 (11) % Net cash provided by (used in) financing activities (48.9) 503.4 (63.1) (552.3) (110) % Net increase (decrease) in cash, cash equivalents, and restricted cash (240.2) 169.9 (97.0) (410.1) (241) % Exchange rate effect on cash and cash equivalents, and restricted cash — 0.1 — N/A N/A Cash, cash equivalents, and restricted cash, beginning of year 309.1 139.1 236.1 73.0 31 % Cash, cash equivalents, and restricted cash, end of period 68.9 309.1 139.1 (70.3) (51) % Cash flows from operating activities For the year ended December 31, 2022, net cash provided by operating activities was $168.3 million compared to $69.7 million for the year ended December 31, 2021, an increase of $98.6 million primarily due to an increase in non-cash adjustments to net loss of $91.8 million and a year over year favorable change in operating assets/liabilities of $7.0 million.
Cash Flow The following summarizes our cash flows for the years ended December 31, 2023, 2022 and 2021 (in millions): Years Ended December 31, 2023 2022 2021 $ Change 2023 vs 2022 $ Change 2023 vs 2022 Net cash provided by (used in) operating activities $ 225.0 $ 168.3 $ 69.7 $ 56.7 34 % Net cash used in investing activities (15.5) (359.6) (403.2) 344.1 (96) % Net cash provided by (used in) financing activities (216.0) (48.9) 503.4 (167.1) 342 % Net increase (decrease) in cash, cash equivalents, and restricted cash (6.5) (240.2) 169.9 233.7 (97) % Exchange rate effect on cash and cash equivalents, and restricted cash — — — N/A N/A Cash, cash equivalents, and restricted cash, beginning of year 68.9 309.1 139.1 (240.2) (78) % Cash, cash equivalents, and restricted cash, end of period $ 62.4 $ 68.9 $ 309.0 $ (6.5) (9) % Cash flows from operating activities For the year ended December 31, 2023, net cash provided by operating activities was $225.0 million compared to $168.3 million for the year ended December 31, 2022, an increase of $56.7 million.
Our future success is dependent upon maintaining and growing our partnerships as well as ensuring our platform remains compelling to members. 46 Table of Contents Although we have historically grown the number of new members over time and successfully converted some free trial members to paying members, our future success is dependent upon our ongoing ability to do so.
Although we have historically grown the number of new Members over time and successfully converted some free trial Members to paying Members, our future success is dependent upon our ongoing ability to do so. 46 Table of Contents Ability to retain CLEAR Plus Members Our ability to execute on our growth strategy is focused, in part, on our ability to retain our existing CLEAR Plus Members.
As of December 31, 2022, we had cash and cash equivalents of $39 million and marketable securities of $666 million. Historically, our principal uses of cash and cash equivalents have included funding our operations, capital expenditures, repurchases of members’ equity and business combinations that enhance our strategic positioning.
Historically, our principal uses of cash and cash equivalents have included funding our operations, capital expenditures, repurchases of members’ equity and more recently, business combinations and investments that enhance our strategic positioning.
Additionally, the Company has determined the TRA liability is not probable and therefore has not recorded a tax receivable liability.
Additionally, the Company has determined the TRA liability is not probable and therefore has not recorded a tax receivable liability except for realized tax benefit payment with respect to the 2022 tax year.
Our operating results and growth opportunities depend, in part, on our ability to attract new members, including paying members (CLEAR Plus members) as well as new platform members.
Ability to Grow Total Cumulative Enrollments We are focused on growing Total Cumulative Enrollments and the number of Members that engage with our platform. Our operating results and growth opportunities depend, in part, on our ability to attract new Members, including paying Members (CLEAR Plus Members) as well as new platform Members.
Future capital expenditure will generally relate to building enhancements to the functionality of our current platform, equipment, leasehold improvements and furniture and fixtures related to office expansion and relocation, and general corporate infrastructure. We have planned capital expenditures primarily related to the build out of our new office space of approximately $9 million in the next 12 months.
We expect that future capital expenditure will generally relate to building enhancements to the functionality of our current platform, equipment, leasehold improvements and furniture and fixtures related to office expansion, and general corporate infrastructure.
The change was primarily driven by an increase of $7.6 million, or 40%, in fixed airport fees and a net $14.4 million, or 53%, increase in per member fees. COVID-related concessions reduced cost of revenue share fee by $5.3 million for 2022 and $2.4 million in 2021.
The change was driven primarily by an increase of $8.5 million, or a 52% increase, in fixed airport fees and $23.9 million, or a 60% increase, in per Member fees. COVID-related concessions reduced Cost of revenue share fee by $2.5 million and $5.3 million in the twelve months ended December 31, 2023 and 2022, respectively.
Commitments and Contingencies We have non-cancelable operating lease arrangements for office space. As of December 31, 2022, we had future minimum payments of $220.0 million, with $12.3 million due within 12 months. See Note 8 within the consolidated financial statements for information related to our lease obligations.
As of December 31, 2023, we had future minimum payments of $207.7 million, with $15.0 million due within 12 months. See Note 8 within the consolidated financial statements for information related to our lease obligations. 59 Table of Contents We enter into agreements with airports for access to floor and office space.
General and administrative Years ended December 31, 2022 2021 $ Change % Change General and administrative $ 278.1 $ 168.9 $ 109.2 65 % General and administrative expenses increased by $109.2 million, or 65%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
General and administrative Years ended December 31, 2023 2022 $ Change % Change General and administrative $ 222.4 $ 278.1 $ (55.7) (20) % General and administrative expenses decreased by $55.7 million, or 20%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
As of December 31, 2022 December 31, 2021 Change % Change Total Cumulative Platform Uses (in thousands) 129,617 83,957 45,660 54% Total Cumulative Platform Uses was 129,617 as of December 31, 2022 and 83,957 as of December 31, 2021, which represented a 54% increase, driven by a continued increase in CLEAR Plus verifications in connection with a rebound in air travel and an increased share of checkpoint volumes.
As of December 31, 2023 2022 Change % Change Total Cumulative Platform Uses (in thousands) 180,807 129,617 51,190 39% Total Cumulative Platform Uses was 180,807 as of December 31, 2023 and 129,617 as of December 31, 2022, which represented a 39% increase, driven by the continued strength in air travel leading to increases in CLEAR Plus verifications combined with an increased contributions from CLEAR Verified uses.
The Company has commitments for future marketing expenditures to sports stadiums of $6.5 million as of December 31, 2022. As of December 31, 2022, the Company is subject to certain minimum spend commitments of approximately $5.8 million over the next two years under service arrangements.
As of December 31, 2023, the Company is subject to certain minimum spend commitments of approximately $1.9 million over the next year under service arrangements.
Our flagship CLEAR app offers free to consumer products like Home-to-Gate and Health Pass, and in the future will also include Reserve Powered by CLEAR, our virtual queuing technology that enables customers to manage lines.
Our free flagship CLEAR app offers consumer products like Home-to-Gate, which includes RESERVE Powered by CLEAR, our virtual queuing technology that enables customers to prebook a spot in the airport security line so they don’t have to wait.
During the fourth quarter of fiscal year 2022, we revised our definition of Adjusted EBITDA (Loss) to include impairment on assets as a separate component.
During the fourth quarter of fiscal year 2022, we revised our definition of Adjusted EBITDA (Loss) to include impairment on assets as a separate component. We did not revise prior years' Adjusted EBITDA (Loss) because there was no impact of a similar nature in the prior period that affects comparability. Adjusted EBITDA Margin is Adjusted EBITDA, divided by total revenues.
Inc $ (65,573) $ (36,082) $ — Reallocation of net loss attributable to non-controlling interests (49,863) (32,240) — Net loss per above (115,436) (68,322) (9,310) Equity-based compensation expense 138,495 33,929 53,978 Amortization of acquired intangibles 3,161 — — Acquisition-related costs — 1,391 — Income tax effect (1,604) — — Adjusted Net Income (Loss) $ 24,616 $ (33,002) $ 44,668 As stated above, due to the Company incurring a net loss for certain periods presented, the Company has not calculated Adjusted Weighted-Average Shares Outstanding, Dilutive for those periods.
Inc $ 28,108 $ (65,573) $ (36,082) Reallocation of net income (loss) attributable to non-controlling interests 21,780 (49,863) (32,240) Net income (loss) per above 49,888 (115,436) (68,322) Equity-based compensation expense 37,293 138,495 33,929 Amortization of acquired intangibles 3,268 3,161 — Acquisition-related costs 457 — 1,391 Income tax effect* (1,610) (1,604) — Adjusted Net Income (Loss) $ 89,296 $ 24,616 $ (33,002) * There was no income tax impact due to the fact that the Company’s effective tax rate was approximately 0% for the year ended December 31, 2021.
The Lifetime Value relative to our Customer Acquisition Cost for CLEAR Plus members who joined during 2022 has improved compared to prior periods. While we believe our unit economics will remain attractive, this is dependent on our ability to add new members efficiently and maintain our historically strong retention rates.
Maintaining strong unit economics Our business model is powered by network effects and has historically been characterized by efficient Member acquisition and high Member retention rates. While we believe our unit economics will remain attractive, this is dependent on our ability to add new Members efficiently and maintain our historically strong retention rates.
The Company funded the dividend from proportionate cash distributions by Alclear to all of its members as of the Record Date, including holders of non-controlling interests in Alclear (who own approximately 43% of the interests in Alclear as of the Record Date) and the Company (which owns approximately 57% of the interests in Alclear as of the Record Date).
The amount of such quarterly dividends are subject to approval of the actual amount by the Board at the time of such dividend declaration. It is expected that the dividends will be funded by proportionate cash distributions by Alclear to all of its members as of the applicable record date, including holders of non-controlling interests in Alclear and the Company.
Years ended December 31, 2022 2021 $ Change % Change Total Bookings (in millions) $527.0 $341.0 $186.0 55% Total Bookings increased by $186.0 million, or 55%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Years ended December 31, 2023 2022 $ Change % Change Total Bookings (in millions) $711.8 $527.0 $184.8 35% Total Bookings increased by $184.8 million, or 35%, for the year ended December 31, 2023 compared to the year ended December 31, 2022. The increase was primarily driven by new Member enrollments, pricing increases, and strong retention of existing Members.
Non-operating income (expense) Years ended December 31, 2022 2021 $ Change % Change Interest income (expense), net $ 6.6 $ (0.3) $ 6.9 N/A 56 Table of Contents Interest income, net increased by $6.9 million for the year ended December 31, 2022 compared to the year ended December 31, 2021.
These decreases were partially offset by an $8.4 million increase in technology costs, $7.9 million increase of credit card fees due to higher Total Bookings, $5.4 million increase of allocated overhead costs, and $3.5 million increase of professional fees. 56 Table of Contents Non-operating income (expense) Years ended December 31, 2023 2022 $ Change % Change Interest income (expense), net $ 29.0 $ 6.6 $ 22.4 340 % Interest income, net increased by $22.4 million for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Cost of Revenue Share Fee Years ended December 31, 2022 2021 $ Change % Change Cost of Revenue Share Fee $ 56.3 $ 37.2 $ 19.1 51 % Cost of revenue share fee increased by $19.1 million, or 51%, for the year ended December 31, 2022 compared to the year ended December 31, 2021.
Approximately 30% of paying CLEAR Plus Members were on a family plan as of December 31, 2023 and 2022. 55 Table of Contents Cost of revenue share fee Years ended December 31, 2023 2022 $ Change % Change Cost of revenue share fee $ 88.6 $ 56.3 $ 32.3 57 % Cost of revenue share fee increased by $32.3 million, or 57%, for the year ended December 31, 2023 compared to the year ended December 31, 2022.
Revenues and operating loss related to these acquisitions for the year ended December 31, 2022 and December 31, 2021 were insignificant to the consolidated financial statements for all periods presented. Key Performance Indicators To evaluate performance of the business, we utilize a variety of other non-GAAP financial reporting and performance measures.
Revenues and operating income (loss) related to these acquisitions for the years ended December 31, 2023, 2022, and 2021 were insignificant to the consolidated financial statements for all periods presented. See Note 3 within the consolidated financial statements included in this document for more information on acquisitions.
The change was driven by increased ambassador commission expense of $10.8 million due to higher new member enrollments, partially offset by a $5.2 million decrease in discretionary marketing expense. Sales and marketing expense for the year ended December 31, 2022 included $0.2 million of non-cash equity-based compensation expense from pre-IPO employee performance awards.
The change was driven primarily by a $2.0 million increase in employee compensation costs, $1.8 million increase in discretionary marketing expense, and $0.8 million related to increased allocated overhead costs, partially offset by a $2.7 million decrease in Ambassador commission expense.
Cash flows from investing activities 58 Table of Contents For the year ended December 31, 2022, net cash used in investing activities was $359.6 million compared to $403.2 million for the year ended December 31, 2021, a decrease of $43.6 million, primarily due to a net increase in purchases of marketable securities of $29.3 million which was partially offset by a $75.8 million decrease in cash paid for business combinations Cash flows from financing activities For the year ended December 31, 2022, net cash used in financing activities was 48.9 million compared to net cash provided by financing activities of 503.4 million for the year ended December 31, 2021, a decrease of 552.3 million.
Cash flows from investing activities For the year ended December 31, 2023, net cash used in investing activities was $15.5 million compared to $359.6 million for the year ended December 31, 2022, a decrease of $344.1 million.
Key Factors Affecting Performance We believe that our current and future financial growth are dependent upon many factors, including the key factors affecting performance described below. Ability to Grow Total Cumulative Enrollments We are focused on growing Total Cumulative Enrollments and the number of members that engage with our platform.
CLEAR Verified, our B2B offering, enables our partners to leverage our digital identity technology and reusable member network to facilitate secure and frictionless experiences digitally and physically via our SDKs and APIs. Key Factors Affecting Performance We believe that our current and future financial growth are dependent upon many factors, including the key factors affecting performance described below.
General and administrative expense for the year ended December 31, 2021 includes $4.8 million of non-cash equity-based compensation from previously issued warrants to United Airlines.
(2) Includes $4.3 million employee equity-based compensation forfeitures for the year ended December 31, 2023.
The income tax benefit for the year ended December 31, 2022 was primarily due to the reduction in the blended state and federal tax rate attributable to the acquired intangible assets related to Whyline Inc. Liquidity and Capital Resources Our operations have historically been financed primarily through equity financing and cash flow from operating activities.
Liquidity and Capital Resources Our operations have historically been financed primarily through equity financing and cash flow from operating activities. As of December 31, 2023, we had cash and cash equivalents of $57.9 million and marketable securities of $665.2 million.
The change was primarily driven by a 71% increase in the number of average monthly CLEAR Plus members, and a 1% increase in average revenue per CLEAR Plus member in the year ended December 31, 2022 as compared to the year ended December 31, 2021, respectively.
The change was primarily due to an increase in the number of CLEAR Plus Members.