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Stockholders’ Equity and Equity-Based Compensation - Summary of Non-cash Equity-based Compensation Expense Included in the Company's Statement of Operations (Details) - USD ($) $ in Thousands | 3 Months Ended | 9 Months Ended
--- | --- | ---
Sep. 30, 2022 | Sep. 30, 2021 | Sep. 30, 2022 | Sep. 30, 2021
Non-cash equity-based compensation expense |  |  |  |
Non-cash equity-based compensation | $ 9,088 | $ 8,743 | $ 23,958 | $ 26,639
Stock options |  |  |  |
Non-cash equity-based compensation expense |  |  |  |
Non-cash equity-based compensation | 84 | 179 | 62 | 531
RSUs |  |  |  |
Non-cash equity-based compensation expense |  |  |  |
Non-cash equity-based compensation | 9,004 | 8,564 | 23,896 | 26,108
Cost of revenue |  |  |  |
Non-cash equity-based compensation expense |  |  |  |
Non-cash equity-based compensation | 173 | (49) | 407 | 309
Sales and marketing |  |  |  |
Non-cash equity-based compensation expense |  |  |  |
Non-cash equity-based compensation | 1,503 | 638 | 4,060 | 2,031
Product development |  |  |  |
Non-cash equity-based compensation expense |  |  |  |
Non-cash equity-based compensation | 2,957 | 1,675 | 7,295 | 4,703
General and administrative |  |  |  |
Non-cash equity-based compensation expense |  |  |  |
Non-cash equity-based compensation | $ 4,455 | $ 6,479 | $ 12,196 | $ 19,596

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