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Other Financial Statement Information
3 Months Ended
Mar. 31, 2024
Other Financial Information [Abstract]  
Other Financial Statement Information Other Financial Statement Information
Accounts Receivable
Changes in the allowances consisted of the following (in thousands):
Three Months Ended March 31,
20242023
Beginning balance$4,906 $4,730 
Add: amounts recognized as a reduction of revenue1,545 2,116 
Add (less): allowance for credit losses recognized in general and administrative expense
(154)64 
Less: write-offs, net of recoveries(2,864)(2,040)
Ending balance$3,433 $4,870 
The allowance recognized as a reduction of revenue primarily relates to our installment plan receivables for which we expect we will not be entitled to a portion of the transaction price based on our historical experience with similar transactions. The allowance recognized against general and administrative expense represents an allowance relating to receivables from partners that are no longer considered collectible.
Prepaid Expenses and Other Current Assets
Prepaid expenses and other current assets consisted of the following (in thousands):
March 31, 2024December 31, 2023
Prepaid expenses$11,697 $10,423 
Deferred cost of revenue2,039 1,678 
Capitalized cloud computing development costs1,488 1,085 
Other current assets2,690 1,973 
Total prepaid expenses and other current assets$17,914 $15,159 
Accrued Expenses and Other Current Liabilities
Accrued expenses and other current liabilities consisted of the following (in thousands):
March 31, 2024December 31, 2023
Accrued payroll and related expenses$20,256 $33,635 
Accrued vendor payables18,338 11,223 
Sales allowances3,344 3,412 
Accrued sales, use and business taxes6,869 9,795 
Other3,762 3,613 
Total accrued expenses and other current liabilities$52,569 $61,678 
Depreciation and Amortization
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,
20242023
Cost of revenue$4,467 $2,622 
Sales and marketing799 1,257 
Technology and development1,477 858 
General and administrative927 832 
Total depreciation and amortization expense$7,670 $5,569 
Deferred revenue
Deferred revenue as of March 31, 2024 and December 31, 2023 was $188.0 million and $168.4 million, respectively. Revenue recognized in the three months ended March 31, 2024 and 2023 that was included in deferred revenue as of December 31, 2023 and 2022 was $84.1 million and $79.5 million, respectively.
We have omitted disclosure on the transaction price allocated to remaining performance obligations and the estimated timing of revenue recognition as our contracts with customers that have a duration of more than one year are immaterial.