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Q2 2026

Quarterly Embedded Auto Insurance Report

Insurance Insights for Auto Dealers

Polly_QuarterlyReport_Hero_Q226

Quarterly Embedded Insurance Report

 

What's Trending in Auto Insurance at the Dealership in Q2 2026:

  • Insurance savings now cover 90% of the average car buyers' negative equity gap in Q2 2026.

  • Customers who saw an insurance quote drove a 20% lift in F&I gross resulting in $322 more per deal. Customers who bought insurance drove a 32% lift; $523 more per deal.

  • Insurance doesn't slow down car deals. Median time from deal open to deal finalization was the same regardless of whether the buyer received a Polly insurance quote or not.

Download the report to see more.

What's Trending in Auto Insurance at the Dealership in Q2 2026:

Quarterly Embedded Insurance Report

 

  • Insurance savings now cover 90% of the average car buyers' negative equity gap in Q2 2026.

  • Customers who saw an insurance quote drove a 20% lift in F&I gross resulting in $322 more per deal. Customers who bought insurance drove a 32% lift; $523 more per deal.

  • Insurance doesn't slow down car deals. Median time from deal open to deal finalization was the same regardless of whether the buyer received a Polly insurance quote or not.

Download the report to see more.

Weili Yuh

Weili Yuh
SVP of  Underwriting

Sonia Xing

Sonia Xing
VP of Acquisition Analytics

Kalin Kostadinov

Kalin Kostadinov
Director of  Analytics

Methodology

National average annual savings by new customers surveyed who saved with Polly in Q2 2026.  Actual savings may vary.

National average increase of buying power of $5,438 for new customers surveyed who saved with Polly in Q4 2025 across 72-month loan term at 7.5% APR for used cars and 4.8% APR for new. Actual amount may vary.

National average increase of buying power of $6,223 for new customers surveyed who saved with Polly in Q2 2026 across 72-month loan term at 7.7% APR for used cars and 4.66% APR for new. Actual amount may vary.

The dataset comprises of 1,285,740 vehicle retail sales transactions covering the period from January’22 to March’26, with an average 30 thousand transactions per month.

Time to close data comes from an Authenticom DMS feed, cleaned and filtered to personal retail transactions (fleet, wholesale, dealer-trade and business sales removed). The working dataset covers 661,846 retail sales at 216 dealerships from January 2023 through June 2026.

The sales transactions are as reported by 147 distinct dealership groups with between 1 and 42 stores, with the median group reporting more than 3,500 transactions over the 3 years period. As the dealership level variation is a main source of heterogeneity in the data, the data have been imputed using ARIMA models to create  an additional synthetic 50,000 transactions to account for some dealerships not reporting in some months.

The dataset covers at least 10,000 transactions for each of 24 distinct vehicle brands, with the top 5 of FORD, TOYOTA, HONDA, KIA and CHEVROLET covering 42% of all sales.

Top 10 Dealerships are selected each quarter among the high-Polly-engagement dealerships, meaning at least 50 quotes and quoting at least 2% of car buyers each month.

Insurance rate data is based on 1.6 million insurance quotes over the past 14 quarters from 9 insurance carriers for car buyers in all 50 states.

Edmunds Negative Equity Q2 2026 Report

Edmunds Negative Equity Q4 2025 Report