Data as of Aug 25, 2026 · Based on 3,851 AI responses · See how Parse measures this
Insurance Quote Comparison Tools
Parse
https://parse.gl
The race for AI share of voice in insurance Quote comparison is highly contested, with and separated by just over one percentage point in mention rate. Both platforms are heavily recommended across search and chat interfaces for drivers seeking rapid, side-by-side rate evaluations.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Frequently recommended for transparent, side-by-side auto and home rate comparisons. | 64% | |
| 2 | Praised for AI-driven matching and aggregating quotes from over 120 carriers. | 52% | |
| 3 | Positioned as a fast aggregator that minimizes lead-generation spam. | 41% | |
| 4 | Consistently cited for direct quoting tools and usage-based discount programs. | 38% | |
| 5 | 32% | ||
| 6 | Favored by first-time homeowners for guided, agent-assisted policy selection. | 29% | |
| 7 | Noted for competitive rates for young drivers and local agent support. | 25% | |
| 8 | Recommended for educational comparisons and understanding coverage differences. | 22% | |
| 9 | Frequently mentioned for direct quoting and bundling home and auto policies. | 21% | |
| 10 | 12% | ||
| 11 | 12% | ||
| 12 | Cited for data-driven calculators and average premium estimates by demographic. | 11% | |
| 13 | 11% | ||
| 14 | 10% | ||
| 15 | 9% | ||
| 16 | 8% | ||
| 17 | 8% | ||
| 18 | 8% | ||
| 19 | 6% | ||
| 20 | 6% | ||
| 21 | 6% | ||
| 22 | 6% | ||
| 23 | 5% | ||
| 24 | 4% | ||
| 25 | 4% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
thezebra.com is the page AI reaches for most here, cited in 68% of analyzed answers.
frequently cited in April 2026 for aggregating 120+ carriers
“generic aggregator” → “privacy-focused alternative to lead-gen spam”
users warn about spam calls and data selling in April 2026
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 45% | 72% | ||
| 51% | 39% | ||
| 33% | 51% | ||
| 34% | 51% | ||
| 30% | 37% |
The two models disagree most about Allstate (ChatGPT #12, Google #7) and National Association of Insurance Commissioners (ChatGPT #18, Google #22).
The race for AI share of voice in insurance quote comparison is highly contested, with The Zebra and Progressive separated by just over one percentage point in mention rate. Both platforms are heavily recommended across search and chat interfaces for drivers seeking rapid, side-by-side rate evaluations.
Across 3,851 AI responses, The Zebra is mentioned most, named in 64% of them, followed by Insurify (52%) and Compare (41%).
Parse measures each brand's mention rate — the share of answers naming it — across 3,851 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
where can i get car insurance quotes?
AI models consistently direct users to aggregators like The Zebra and
Insurify alongside direct carriers like
GEICO and
. Responses emphasize gathering vehicle and driver details beforehand to ensure accurate, side-by-side comparisons.
To evaluate savings before renewal, AI recommends using comparison marketplaces like The Zebra and to run apples-to-apples coverage checks. Models advise users to leverage competing quotes to negotiate with their current provider or switch without penalty.
Brands mentioned
To evaluate savings before renewal, AI recommends using comparison marketplaces like The Zebra and
NerdWallet to run apples-to-apples coverage checks. Models advise users to leverage competing quotes to negotiate with their current provider or switch without penalty.
The market map