v3.22.2.2
Stock-based Compensation (Tables)
9 Months Ended
Sep. 30, 2022
Share-Based Payment Arrangement [Abstract]  
Schedule of Stock Based Compensation Cost
We recorded stock-based compensation expense in the following categories in the accompanying unaudited condensed consolidated statements of operations and balance sheets (in thousands):
Three Months Ended September 30,Nine Months Ended September 30,
2022202120222021
Cost of revenue
$597 $764 $2,205 $1,585 
Sales and marketing
2,972 6,356 9,633 11,706 
Technology and development
3,857 14,446 12,303 32,591 
General and administrative
12,352 16,499 40,349 41,079 
Total stock-based compensation expense
19,778 38,065 64,490 86,961 
Amount capitalized to internal-use software
549 1,779 35 
Total stock-based compensation expense
$20,327 $38,074 $66,269 $86,996 
Schedule of Stock Options Activity
Stock option activity for the nine months ended September 30, 2022 is as follows (in thousands, except weighted-average exercise price and remaining contract life):
Number of
Options
Weighted-
Average
Exercise
Price
Weighted-
Average
Remaining
Contractual
Life
(in Years)
Aggregate
Intrinsic
Value
Outstanding at December 31, 2021
15,274 $10.47 8.0$97,094 
Granted
2,766 14.15 
Exercised
(305)1.61 
Cancelled/forfeited
(33)6.36 
Outstanding at September 30, 2022
17,702 $11.21 7.6$4,377 
Vested and expected to vest at September 30, 2022
17,698 $11.21 7.6$4,375 
Exercisable at September 30, 2022
9,553 $9.76 7.1$4,311 
Schedule of Fair Value Assumptions and Techniques for Stock Options
The weighted-average assumptions that were used to calculate the grant-date fair value of our stock option grants using the Black-Scholes option pricing model were as follows:
Nine Months Ended September 30,
2021
Expected life (years)
5.4
Risk-free interest rate
1.0 %
Expected volatility
45.6 %
Expected dividend yield
Summary of Restricted Stock Unit Activity Restricted stock unit, or RSU, activity for the nine months ended September 30, 2022 is as follows (in thousands, except weighted-average grant-date fair value):
Number of UnitsWeighted-
Average
Grant-
Date Fair
Value
Unvested at December 31, 2021
3,577 $21.52 
Granted
6,982 13.39 
Vested(1,010)21.05 
Cancelled/forfeited(900)14.50 
Unvested at September 30, 2022
8,649 $15.75