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Revenue
9 Months Ended
Sep. 30, 2023
Revenue from Contract with Customer [Abstract]  
Revenue
Note 2. Revenue
Disaggregation of Revenue
Total revenues consisted of the following:
Three Months Ended September 30,Nine Months Ended September 30,
2023202220232022
Vertical Software segment
Software and service subscriptions$17,307 $18,086 $51,640 $55,164 
Move-related transactions12,488 21,569 32,503 51,155 
Post-move transactions4,533 5,364 13,247 15,644 
Total Vertical Software segment revenue34,328 45,019 97,390 121,963 
Insurance segment
Insurance and warranty premiums, commissions and policy fees95,228 32,334 218,300 89,872 
Total Insurance segment revenue95,228 32,334 218,300 89,872 
Total revenue(1)
$129,556 $77,353 $315,690 $211,835 
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(1)Revenue recognized during the three months ended September 30, 2023 and 2022, includes revenue of $88.2 million and $19.1 million, respectively, which is accounted for separately from the revenue from contracts with customers. Revenue accounted separately from the revenue from contracts with customers for the nine months ended September 30, 2023 and 2022, was $193.2 million and $56.4 million, respectively.

Disclosures Related to Contracts with Customers
Timing may differ between the satisfaction of performance obligations and the invoicing and collection of amounts related to contracts with customers. Liabilities are recorded for amounts that are collected in advance of the satisfaction of performance obligations. To the extent a contract exists, as defined by ASC 606, these liabilities are classified as deferred revenue. To the extent that a contract does not exist, as defined by ASC 606, these liabilities are classified as refundable customer deposits. Refundable customer deposits related to contracts with customers were not material at September 30, 2023, and December 31, 2022.
Contract Assets - Insurance Commissions Receivable
A summary of the activity impacting the contract assets during the nine months ended September 30, 2023, is presented below:
Contract Assets
Balance at December 31, 2022$15,521 
Estimated lifetime value of commissions on insurance policies sold by carriers5,531 
Cash receipts(3,636)
Balance at September 30, 2023$17,416 

As of September 30, 2023, and December 31, 2022, $3.7 million and $3.3 million, respectively, of contract assets were expected to be collected within the immediately following 12 months and therefore were included in current accounts receivable on the unaudited condensed consolidated balance sheets. The remaining $13.7 million and $12.3 million as of September 30, 2023, and December 31, 2022, respectively, of contract assets are expected to be collected after the immediately following 12 months and were included in long-term insurance commissions receivable on the unaudited condensed consolidated balance sheets.
Deferred Revenue
A summary of the activity impacting deferred revenue balances during the nine months ended September 30, 2023, is presented below:
Vertical Software
Deferred Revenue
Balance at December 31, 2022$3,874 
Revenue recognized(12,635)
Additional amounts deferred12,378 
Balance at September 30, 2023$3,617 

Deferred revenue on the unaudited condensed consolidated balance sheet as of September 30, 2023, and December 31, 2022, includes $261.9 million and $266.8 million, respectively, of deferred revenue related to the Insurance segment. The portion of insurance premiums related to the unexpired term of policies in force as of the end of the reporting period and to be earned over the remaining term of these policies is deferred and reported as deferred revenue.
Remaining Performance Obligations
The amount of the transaction price allocated to performance obligations to be satisfied at a later date, which is not recorded in the unaudited condensed consolidated balance sheets, is immaterial as of September 30, 2023, and December 31, 2022.
We have applied the practical expedients provided for in the accounting standards, and does not present revenue related to unsatisfied performance obligations for (i) contracts with an original expected length of one year or less, (ii) contracts with variable consideration that is allocated entirely to unsatisfied performance obligations or to a wholly unsatisfied promise accounted for under the series guidance, and (iii) contracts for which we recognize revenue at the amount which it has the right to invoice for services performed. Additionally, we exclude amounts related to performance obligations that are billed and recognized as they are delivered.
Warranty Revenue and Related Balance Sheet Disclosures
Payments received in advance of warranty services provided are included in refundable customer deposits or deferred revenue based upon the cancellation and refund provisions within the respective agreement. At September 30, 2023, we had $19.3 million, $4.1 million and $2.9 million of refundable customer deposits, deferred revenue, and non-current deferred revenue, respectively. At December 31, 2022, we had $20.0 million, $4.4 million and $1.9 million of refundable customer deposits, deferred revenue and non-current deferred revenue, respectively.
For the three months ended September 30, 2023 and 2022, we incurred $1.6 million and $2.0 million, respectively, in expenses related to warranty claims. For the nine months ended September 30, 2023 and 2022, we incurred $4.1 million and $2.0 million, respectively, in expenses related to warranty claims.