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Stock-Based Compensation (Tables)
12 Months Ended
Dec. 31, 2017
Disclosure Of Compensation Related Costs Sharebased Payments [Abstract]  
Schedule of Stock-Based Compensation Expense by Operating Expense Category

Total stock-based compensation expense, by operating expense category, recorded in the consolidated statements of operations was as follows (in thousands):

 

 

 

Year Ended December 31,

 

 

 

2015

 

 

2016

 

 

2017

 

Platform operations

 

$

71

 

 

$

756

 

 

$

2,674

 

Sales and marketing

 

 

127

 

 

 

1,707

 

 

 

6,261

 

Technology and development

 

 

85

 

 

 

1,513

 

 

 

6,661

 

General and administrative

 

 

91

 

 

 

1,080

 

 

 

5,721

 

Total

 

$

374

 

 

$

5,056

 

 

$

21,317

 

 

Summary of Stock Option Activity

The following summarizes stock option activity:

 

 

 

Shares

Under Option

(in thousands)

 

 

Weighted-

Average

Exercise Price

 

 

Weighted-Average

Contractual

Life (years)

 

 

Aggregate

Intrinsic Value

(in thousands)

 

Outstanding as of December 31, 2016 (1)

 

 

5,429

 

 

$

4.94

 

 

 

 

 

 

 

 

 

Granted

 

 

1,473

 

 

 

44.20

 

 

 

 

 

 

 

 

 

Exercised

 

 

(1,932

)

 

 

1.33

 

 

 

 

 

 

 

 

 

Cancelled

 

 

(225

)

 

 

18.49

 

 

 

 

 

 

 

 

 

Outstanding as of December 31, 2017 (2)

 

 

4,745

 

 

$

17.96

 

 

 

7.4

 

 

$

136,085

 

Exercisable as of December 31, 2017

 

 

2,242

 

 

$

4.81

 

 

 

5.9

 

 

$

91,829

 

 

(1)

Includes options to purchase 389 and 5,040 shares of Class A and Class B common stock, respectively.

(2)

Includes options to purchase 1,780 and 2,965 shares of Class A and Class B common stock, respectively.

Schedule of Weighted-Average Assumptions Used to Value Options Granted to Employees

The fair value of options on the date of grant is estimated based on the Black-Scholes option pricing model. The weighted average assumptions used to value options granted to employees for the periods presented were as follows:

 

 

 

Year Ended December 31,

 

 

 

2015

 

 

2016

 

 

2017

 

Expected term (years)

 

 

6.0

 

 

 

6.0

 

 

 

6.0

 

Expected volatility

 

 

64.5

%

 

 

58.1

%

 

 

52.6

%

Risk-free interest rate

 

 

1.62

%

 

 

1.62

%

 

 

2.03

%

Estimated dividend yield

 

 

%

 

 

%

 

 

%

 

Schedule of Nonvested Restricted Stock Activity

The following summarizes restricted stock activity:

 

 

 

Shares

(in thousands)

 

 

Weighted-

Average

Grant Date

Fair Value

Per Share

 

Unvested as of December 31, 2016

 

 

193

 

 

$

29.65

 

Granted

 

 

307

 

 

 

43.76

 

Vested

 

 

(54

)

 

 

30.06

 

Forfeited

 

 

(28

)

 

 

29.97

 

Unvested as of December 31, 2017

 

 

418

 

 

$

39.95

 

 

Schedule of Weighted-Average Assumptions Used to Estimate the Fair Value of ESPP Shares

The fair value of ESPP shares was estimated using the Black-Scholes option pricing model with the following weighted-average assumptions:

 

 

 

Year ended December 31,

 

 

 

2016

 

 

2017

 

Expected term (years)

 

 

0.8

 

 

 

0.9

 

Expected volatility

 

 

48.9

%

 

 

45.9

%

Risk-free interest rate

 

 

0.69

%

 

 

1.22

%

Estimated dividend yield

 

 

%

 

 

%