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Stock-Based Compensation (Tables)
9 Months Ended
Sep. 30, 2021
Share-based Payment Arrangement [Abstract]  
Schedule of Valuation Assumptions for Stock Options
The Company records compensation expense for stock options based on the estimated fair value of the options on the date of grant using the Black-Scholes option-pricing model with the assumptions set forth in the table below.
Year Ended December 31,Nine Months Ended September 30,
2019202020202021
(unaudited)
Expected term (years)6.3
4.0 - 6.3
5.66.3
Expected stock price volatility
40.0% - 45.0%
45.0% - 50.0%
48.0 %45.0 %
Risk-free interest rate
1.4% - 2.5%
0.2% - 1.7%
0.8 %0.8 %
Dividend yield — %— %— %— %
Fair value of common stock
$1.07 - $4.07
$4.14 - $5.84
$4.14 - $5.71
$19.82
Summary of Common Stock Option Activity
The following table summarizes the common stock option activity for the years ended December 31, 2019 and 2020 and for the nine months ended September 30, 2021 (unaudited):
Number of SharesWeighted-Average Exercise PriceWeighted-Average Grant Date Fair ValueWeighted-Average Remaining Contractual Term
(years)
Aggregate Intrinsic Value
(in thousands)
Options outstanding at December 31, 2018 17,101,000 $0.52 $0.20 7.5$10,328 
Granted 3,114,240 2.90 1.60 
Exercised(1,947,760)0.19 6,046 
Repurchased(7,136,480)0.24 
Canceled, forfeited or expired(766,480)0.98 
Options outstanding at December 31, 2019 10,364,520 $1.47 $0.71 8.1$18,952 
Granted 5,060,720 4.93 2.22 
Exercised(328,600)0.68 3,724 
Canceled, forfeited or expired(876,840)1.92 
Options outstanding at December 31, 202014,219,800 $2.73 $1.25 7.9$131,893 
Granted40,000 12.01 11.52 312 
Exercised(3,173,728)1.84 0.71 58,274 
Canceled, forfeited or expired(502,995)4.07 1.70 8,216 
Options outstanding at September 30, 2021
10,583,077 $2.97 $1.43 7.3$200,938 
Options vested and exercisable at September 30, 2021
7,002,237 $2.24 $1.08 6.8$138,061 
Schedule of Restricted Stock Unit Activity The following table summarizes the RSUs activity for the for the nine months ended September 30, 2021 (unaudited):
SharesWeighted-Average Grant-Date Fair Value per share
Outstanding as of December 31, 2020— $— 
Granted1,775,992 $16.42 
Vested(954,297)$16.23 
Forfeited or expired(5,500)$28.94 
Outstanding as of September 30, 2021
816,195 $16.56 
Schedule of Valuation Assumptions for Employee Stock Purchase Plan The fair value of the ESPP purchase right is estimated on the grant date using the Black-Scholes option-pricing model with the following assumptions:
Nine Months Ended September 30, 2021
(unaudited)
Expected term (years)0.5
Expected stock price volatility60.9 %
Risk-free interest rate0.4 %
Dividend yield — %
Schedule of Stock-based Compensation Expense
The following table summarizes the components of stock-based compensation expense recognized in the consolidated statements of operations (in thousands):
Year Ended December 31,Nine Months Ended September 30,
2019202020202021
(unaudited)
Cost of revenues$83 $188 $122 $253 
Sales and marketing5,750 1,579 825 7,277 
Technology and development162 896 323 530 
General and administrative112,110 2,571 1,983 15,212 
Total stock-based compensation expense$118,105 $5,234 $3,253 $23,272