v3.22.2.2
Other Financial Statement Information (Tables)
 9 Months Ended
Sep. 30, 2022
Other Financial Information [Abstract]  
Summary of Changes in the Allowance
Changes in the allowance consisted of the following (in thousands):
Three Months Ended September 30,Nine Months Ended September 30,
2022202120222021
Beginning balance$4,508 $5,114 $4,060 $5,256 
Add: amounts recognized as a reduction of revenue2,099 1,884 6,292 4,911 
Add: bad debt expense recognized in general and administrative expense2 146 142 177 
Less: write-offs, net of recoveries(2,190)(2,415)(6,075)(5,615)
Ending balance$4,419 $4,729 $4,419 $4,729 
Summary of Prepaid Expenses and Other Current Assets
Prepaid expenses and other current assets consisted of the following (in thousands):
September 30, 2022December 31, 2021
Prepaid expenses$11,377 $10,968 
Deferred cost of revenue2,029 1,819 
Capitalized cloud computing development costs1,016 867 
Other current assets2,202 2,935 
Total prepaid expenses and other current assets$16,624 $16,589 
Summary of Accrued Expenses and Other Current Liabilities
Accrued expenses and other current liabilities consisted of the following (in thousands):
September 30, 2022December 31, 2021
Accrued payroll and related expenses$21,574 $21,858 
Accrued vendor payables16,557 18,239
Accrued advertising8,543 426
Sales allowances4,287 4,862
Accrued sales, use and business taxes3,745 2,678
Other5,210 2,754
Total accrued expenses and other current liabilities$59,916 $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 September 30,Nine Months Ended September 30,
2022202120222021
Cost of revenue$1,966 $1,403 $6,220 $4,479 
Sales and marketing1,754 1,401 5,508 4,199 
Technology and development694 538 2,112 1,709 
General and administrative840 433 2,347 1,217 
Total depreciation and amortization expense$5,254 $3,775 $16,187 $11,604