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Stock-based Compensation - Summary of Allocation of Stock-based Compensation Expense (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Employee Service Share Based Compensation Allocation Of Recognized Period Costs [Line Items]      
Total $ 33,682 $ 77,710 $ 45,321
Cost of Revenue      
Employee Service Share Based Compensation Allocation Of Recognized Period Costs [Line Items]      
Total 475 417 293
Sales and Marketing Expense      
Employee Service Share Based Compensation Allocation Of Recognized Period Costs [Line Items]      
Total 7,733 12,801 10,564
Product, Technology, and Development Expense      
Employee Service Share Based Compensation Allocation Of Recognized Period Costs [Line Items]      
Total 20,266 22,289 20,741
General and Administrative Expense      
Employee Service Share Based Compensation Allocation Of Recognized Period Costs [Line Items]      
Total $ 5,208 $ 42,203 $ 13,723