Your Auto Insurer Knows You’re Thinking of Quitting: The Rise of Midterm Churn Prediction

With more drivers switching, insurers turn to AI to analyze policy changes that may signal a customer is comparing quotes.

Doug Bailey
Written byDoug Bailey
Doug Bailey
Doug BaileySenior Content Writer

Doug Bailey is a senior content writer at Insurify. Doug is an experienced business writer having worked more than a decade as a reporter and business editor at the Boston Globe, covering financial services and the insurance industry. Most recently, Doug was a regular contributor to InsuranceNewsNet, a news and information service for the insurance and financial industry.

Doug is a native New Englander hailing from Maine and works in Insurify’s Cambridge office.

Chris Schafer
Edited byChris Schafer
Chris Schafer
Chris SchaferDeputy Managing Editor, News and Marketing Content
  • 15+ years in content creation

  • 7+ years in business and financial services content

Chris is a seasoned writer/editor with past experience across myriad industries, including insurance, SAS, finance, Medicare, logistics, marketing/advertising, and many more.

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John Leach
Reviewed byJohn Leach
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John LeachLicensed P&C Agent, Chief Copy Editor
  • Licensed property and casualty insurance agent

  • 10+ years editing experience

  • NPN: 20461358

John is Insurify’s Chief Copy Editor, helping ensure the accuracy and readability of Insurify’s content. He’s a licensed agent specializing in home and car insurance topics.

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Published | Reading time: 4 minutes

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You may think of switching your car insurance only when your renewal bill arrives with a big premium hike. But your insurance company is probably thinking ahead and using AI to predict how likely you are to take your business elsewhere — or to put up with the increase.

Insurers now employ behavioral analytics to dissect customer behavior patterns and artificial intelligence to simulate human learning and monitor policyholder activity. Their goal is to predict customer departures, sometimes months before renewal.

As insurers use more-sophisticated behavioral analytics, the gap between the cheapest and most expensive quotes for the same driver could widen.

That’s actually good news for shoppers because it increases the value of comparison shopping.

Insurers used to worry about churn only at renewal time. But after years of sticking with the same insurer despite premium increases, more Americans are switching companies.

Insurers are seeking to reverse that trend by getting ahead of customers considering a switch.

“This shift reinforces that retention can’t be treated as a renewal-only exercise,” Greg Firestone, vice president of Auto Analytic Solutions at Verisk, told Insurify. “With advances like agentic AI, insurers can engage earlier, act faster on these signals, and tailor their approach to better attract and retain the right customers.”

The pressure to retain customers is already showing up in auto insurance pricing. Full-coverage rates fell 6% by the end of 2025, according to Insurify’s Insuring the American Driver Report.

Life events push drivers to shop and switch, new report notes

A new Verisk report found that the national personal auto insurance retention rate fell by 3.2% in 2024, signaling that consumers are increasingly leaving their insurers to seek more affordable coverage.

Companies that wait until the end of a policy to try to keep a customer are less likely to retain that policyholder, Verisk’s 2026 Personal Auto Insurance Retention Report found. More drivers now compare insurance options during their policy period, especially after major life events, such as moving, buying a car, or changes in family status.

The analysis was based on Verisk’s review of 154 million policy records from 2022 through 2025.

“Verisk’s auto retention analysis underscores how the hard market has driven more consumers to shop, making it increasingly important for carriers to understand not just who is likely to churn, but why,” said Firestone. “One of the most notable findings is the consistency across carriers, where midterm policy changes, especially those closer to renewal, serve as clear signals of shopping intent and help insurers gauge both the likelihood of churn and the urgency to act.”

Verisk found that more than 11% of policies had a midterm change, like adding or changing a vehicle. The report says those changes increasingly predict whether a policyholder stays or goes.

Policies with even a single midterm change were 5% less likely to renew than those that didn’t have changes, according to the report. And the more changes drivers make to their policies, the more likely they are to not renew. Two or more changes per month cut renewal rates even further (by 9%), and changes just before renewal increased departures by 12%.

The numbers indicate that many drivers start shopping after big household or vehicle changes.

“These events frequently trigger reconsideration of price and coverage,” the report noted.

While the Verisk report is focused almost solely on the insurance industry, there are inherent messages for consumers suggesting they can leverage a company’s eagerness to retain customers to their advantage.

“Insurance carriers are focused on retaining customers,” said Firestone. “When looking to discuss policy pricing, customers can contact their current insurer to learn about various programs, coverages, and discounts that may be available.”

Churn rates reflect a difficult market for consumers

The findings show bigger changes in the auto insurance market after years of premium increases. Higher repair costs, advanced vehicle tech, medical inflation, litigation trends, and severe weather have all driven premium increases. And consumers are increasingly looking for more affordable options elsewhere.

For insurers, this raises competition for retention.

Verisk said insurers are now moving beyond old proxies, such as ZIP codes, to dynamic segmentation models. These models analyze household disruptions, endorsement activity, and coverage behavior to identify customers who may switch to competitors before renewal.

“We’re in a unique moment when understanding customer motivations is critical, as rate increases continue to pressure household budgets and amplify churn,” said Firestone. “This ultimately reinforces that retaining existing customers remains one effective way to manage carrier growth.”

The report suggests insurers are increasingly aware of when consumers are likely to start shopping for coverage. The good news for drivers is that major life changes — such as moving, adding a driver, or buying a vehicle — are also some of the best times to compare quotes.

As insurers compete harder to retain customers, consumers willing to shop around may find more opportunities to lower their premiums than those who simply renew automatically.

What’s next? How consumers can leverage churn threat to save money

Between 2022 and 2024, the average cost of car insurance soared 46%, according to the American Driver Report. But that trend reversed in 2025 as insurers began to cut prices to retain customers.

“Consumers have more opportunity to save on car insurance in 2026 than they’ve had in years,” said Matt Brannon, senior economic analyst and author of Insurify’s report. Brannon provided some tips for how drivers can leverage increased insurer competition to save on car insurance:

  • Compare car insurance quotes after major life changes, like moving, buying a vehicle, adding a teen driver, or changing who lives in your household.

  • If your premium increases, contact your insurer to ask whether you’re eligible for any more discounts, telematics programs, or bundling opportunities.

  • Review your coverage after vehicle changes, the most common midterm policy change. You should also review your coverage limits, deductibles, and optional coverages to ensure your new purchase is well protected.

  • If you’re in the market for a new or used vehicle, keep in mind that models with good safety ratings and features and vehicles that cost less to repair will likely also cost less to insure.

Finally, Brannon suggested, get quotes even if you’re happy with your current insurer.

“Verisk’s report suggests pricing models are becoming more individualized,” Brannon said. “The gap between the highest and lowest quote for the same driver could be significant.”

Doug Bailey
Written byDoug BaileySenior Content Writer
Doug Bailey
Doug BaileySenior Content Writer

Doug Bailey is a senior content writer at Insurify. Doug is an experienced business writer having worked more than a decade as a reporter and business editor at the Boston Globe, covering financial services and the insurance industry. Most recently, Doug was a regular contributor to InsuranceNewsNet, a news and information service for the insurance and financial industry.

Doug is a native New Englander hailing from Maine and works in Insurify’s Cambridge office.

Chris Schafer
Edited byChris SchaferDeputy Managing Editor, News and Marketing Content
Chris Schafer
Chris SchaferDeputy Managing Editor, News and Marketing Content
  • 15+ years in content creation

  • 7+ years in business and financial services content

Chris is a seasoned writer/editor with past experience across myriad industries, including insurance, SAS, finance, Medicare, logistics, marketing/advertising, and many more.

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John Leach
Reviewed byJohn LeachLicensed P&C Agent, Chief Copy Editor
Photo of an Insurify author
John LeachLicensed P&C Agent, Chief Copy Editor
  • Licensed property and casualty insurance agent

  • 10+ years editing experience

  • NPN: 20461358

John is Insurify’s Chief Copy Editor, helping ensure the accuracy and readability of Insurify’s content. He’s a licensed agent specializing in home and car insurance topics.

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