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Stock-based Compensation (Tables)
9 Months Ended
Sep. 30, 2021
Share-based Payment Arrangement [Abstract]  
Schedule of Stock Based Compensation Cost
We recorded stock-based compensation cost in the following categories in the accompanying condensed consolidated statements of operations and balance sheets (in thousands):
Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
Cost of revenue$764 $48 $1,585 $131 
Sales and marketing6,356 163 11,706 950 
Technology and development14,446 600 32,591 2,153 
General and administrative16,499 2,118 41,079 7,383 
Total stock-based compensation expense38,065 2,929 86,961 10,617 
Amount capitalized to internal-use software12 35 35 
Total stock-based compensation$38,074 $2,941 $86,996 $10,652 
Schedule of Stock Options Activity
Stock option activity for the nine months ended September 30, 2021 is as follows (in thousands, except weighted-average exercise price and remaining contractual life):
Number of
Options
Weighted-
Average
Exercise
Price
Weighted-
Average
Remaining
Contractual
Life
(in Years)
Aggregate
Intrinsic
Value
Outstanding at December 31, 2020
15,235 $8.78 8.715,873 
Granted971 28.00 
Exercised(539)0.71 
Cancelled/forfeited(95)4.40 
Outstanding at September 30, 2021
15,572 $10.28 8.2$252,542 
Vested and expected to vest at September 30, 2021
15,544 $10.29 8.2$251,962 
Exercisable at September 30, 2021
6,501 $8.31 7.6$117,605 
Schedule of Fair Value Assumptions and Techniques for Stock Options
The weighted-average assumptions used to calculate the grant-date fair value of our stock option grants using the Black-Scholes Option Pricing Model were as follows:
Three Months Ended September 30,Nine Months Ended September 30,
2021202020212020
Expected life (years)5.35.45.2
Risk-free interest rate— %0.3 %1.0 %1.3 %
Expected volatility— %47 %46 %44 %
Expected dividend yield— %— %— %— %
Summary of Restricted Stock Unit Activity
Restricted stock unit, or RSU, activity for the nine months ended September 30, 2021 is as follows (in thousands, except weighted-average grant-date fair value):
Number of
Shares
Weighted-
Average
Grant-
Date Fair
Value
Unvested at December 31, 2020
2,499 $9.53 
Granted1,978 18.87 
Cancelled/forfeited(201)11.29 
Vested(662)19.34 
Unvested at September 30, 2021
3,614 $20.60