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Other Financial Statement Information (Tables)
3 Months Ended
Mar. 31, 2022
Other Financial Information [Abstract]  
Summary of Changes in the Allowance
Changes in the allowance consisted of the following (in thousands):
Three Months Ended March 31,
20222021
Beginning balance$4,060 $5,256 
Add: amounts recognized as a reduction of revenue1,722 1,582 
Add: bad debt expense recognized in general and administrative expense72 15 
Less: write-offs, net of recoveries(2,221)(2,144)
Ending balance$3,633 $4,709 
Summary of Prepaid Expenses and Other Current Assets
Prepaid expenses and other current assets consisted of the following (in thousands):
March 31, 2022December 31, 2021
Prepaid expenses$15,409 $10,968 
Deferred cost of revenue3,702 1,819 
Capitalized cloud computing development costs1,080 867 
Other current assets2,981 2,935 
Total prepaid expenses and other current assets$23,172 $16,589 
Summary of Accrued Expenses and Other Current Liabilities
Accrued expenses and other current liabilities consisted of the following (in thousands):
March 31, 2022December 31, 2021
Accrued payroll and related expenses$16,316 $21,858 
Accrued vendor payables19,729 18,239
Accrued advertising10,157 426
Sales allowances4,771 4,862
Accrued sales, use and business taxes2,725 2,678
Other2,811 2,754
Total accrued expenses and other current liabilities$56,509 $50,817 
Summary of Depreciation and Amortization Expense
Depreciation and amortization expense of our property and equipment, including capitalized internal-use software, and intangible assets consisted of the following (in thousands):
Three Months Ended March 31,
20222021
Cost of revenue$2,070 $1,678 
Sales and marketing1,875 1,475 
Technology and development726 587 
General and administrative723 426 
Total depreciation and amortization expense$5,394 $4,166