First Time Policy Shopper
AI recommendation signal analysis across 71 domains for the First Time Policy Shopper persona in Auto Insurance.
This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.
Get in touch →How to use this page
Get into the tool lists
The tools and tool roundups ranking in this space. Get your product added to the roundups that matter, or build a free tool where demand exists and nothing good ranks.
Where the numbers come from
We run tools queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.
What's on this page
Domain and URL charts, the full result list, and title n-gram tables.
Research: Tools
Domains appearing in Google results for First Time Policy Shopper's Research: Tools queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.
Top URLs
Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.
All Results
Every result for First Time Policy Shopper's Research: Tools queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.
Title N-Grams
Most common word phrases (2 to 7 words) across every result title for these queries.
2-grams
| 45 | car insurance |
| 29 | insurance calculator |
| 18 | auto insurance |
| 9 | calculator estimate |
| 9 | insurance comparison |
| 7 | vehicle insurance |
| 6 | estimate your |
| 6 | free car |
| 6 | how to |
| 5 | insurance cost |
| 5 | insurance calculators |
| 5 | insurance premium |
| 4 | insurance costs |
| 4 | calculator in |
| 4 | comparison spreadsheet |
| 4 | insurance quote |
| 3 | your costs |
| 3 | insurance estimator |
| 3 | estimate car |
| 3 | cost calculator |
| 3 | calculators tools |
| 3 | insurance tracker |
| 3 | tracker printable |
| 2 | auto coverage |
| 2 | coverage needs |
3-grams
| 19 | car insurance calculator |
| 7 | insurance calculator estimate |
| 6 | free car insurance |
| 5 | calculator estimate your |
| 5 | auto insurance comparison |
| 4 | car insurance costs |
| 4 | insurance calculator in |
| 4 | insurance comparison spreadsheet |
| 4 | car insurance cost |
| 3 | estimate your costs |
| 3 | car insurance estimator |
| 3 | estimate car insurance |
| 3 | insurance cost calculator |
| 3 | insurance calculators tools |
| 3 | vehicle insurance calculator |
| 3 | auto insurance quote |
| 3 | insurance tracker printable |
| 2 | how to estimate |
| 2 | to estimate car |
| 2 | insurance costs before |
| 2 | insurance comparison worksheet |
| 2 | your car insurance |
| 2 | car insurance comparison |
| 2 | quotes in minutes |
| 2 | insurance calculator instant |
4-grams
| 6 | car insurance calculator estimate |
| 5 | free car insurance calculator |
| 4 | insurance calculator estimate your |
| 4 | auto insurance comparison spreadsheet |
| 3 | calculator estimate your costs |
| 3 | estimate car insurance costs |
| 3 | car insurance cost calculator |
| 2 | how to estimate car |
| 2 | to estimate car insurance |
| 2 | car insurance costs before |
| 2 | car insurance calculator instant |
| 2 | insurance calculator instant cost |
| 2 | insurance comparison spreadsheet template |
| 2 | how to makes insurance |
| 2 | to makes insurance calculator |
| 2 | makes insurance calculator in |
| 2 | insurance calculator in microsoft |
| 2 | calculator in microsoft excel |
| 2 | in microsoft excel by |
| 2 | vehicle insurance tracker printable |
| 1 | insurance calculator estimate auto |
| 1 | calculator estimate auto coverage |
| 1 | estimate auto coverage needs |
| 1 | car insurance estimator calculate |
| 1 | insurance estimator calculate coverage |
5-grams
| 4 | car insurance calculator estimate your |
| 3 | insurance calculator estimate your costs |
| 3 | free car insurance calculator estimate |
| 2 | how to estimate car insurance |
| 2 | to estimate car insurance costs |
| 2 | estimate car insurance costs before |
| 2 | car insurance calculator instant cost |
| 2 | auto insurance comparison spreadsheet template |
| 2 | how to makes insurance calculator |
| 2 | to makes insurance calculator in |
| 2 | makes insurance calculator in microsoft |
| 2 | insurance calculator in microsoft excel |
| 2 | calculator in microsoft excel by |
| 1 | car insurance calculator estimate auto |
| 1 | insurance calculator estimate auto coverage |
| 1 | calculator estimate auto coverage needs |
| 1 | car insurance estimator calculate coverage |
| 1 | insurance estimator calculate coverage needs |
| 1 | calculator estimate your costs 2026 |
| 1 | insurance calculator estimate your needs |
| 1 | car insurance costs before buying |
| 1 | shopping for auto insurance comparison |
| 1 | for auto insurance comparison worksheet |
| 1 | calculator estimate your car insurance |
| 1 | estimate your car insurance costs |
6-grams
| 3 | car insurance calculator estimate your costs |
| 2 | free car insurance calculator estimate your |
| 2 | how to estimate car insurance costs |
| 2 | to estimate car insurance costs before |
| 2 | how to makes insurance calculator in |
| 2 | to makes insurance calculator in microsoft |
| 2 | makes insurance calculator in microsoft excel |
| 2 | insurance calculator in microsoft excel by |
| 1 | car insurance calculator estimate auto coverage |
| 1 | insurance calculator estimate auto coverage needs |
| 1 | car insurance estimator calculate coverage needs |
| 1 | insurance calculator estimate your costs 2026 |
| 1 | car insurance calculator estimate your needs |
| 1 | estimate car insurance costs before buying |
| 1 | shopping for auto insurance comparison worksheet |
| 1 | calculator estimate your car insurance costs |
| 1 | estimate your car insurance costs july |
| 1 | your car insurance costs july 2026 |
| 1 | free car insurance calculator estimate cost |
| 1 | car insurance calculator estimate cost before |
| 1 | insurance calculator estimate cost before buying |
| 1 | car insurance comparison tool get quotes |
| 1 | insurance comparison tool get quotes in |
| 1 | comparison tool get quotes in minutes |
| 1 | free car insurance calculator instant cost |
7-grams
| 2 | free car insurance calculator estimate your costs |
| 2 | how to estimate car insurance costs before |
| 2 | how to makes insurance calculator in microsoft |
| 2 | to makes insurance calculator in microsoft excel |
| 2 | makes insurance calculator in microsoft excel by |
| 1 | car insurance calculator estimate auto coverage needs |
| 1 | car insurance calculator estimate your costs 2026 |
| 1 | to estimate car insurance costs before buying |
| 1 | calculator estimate your car insurance costs july |
| 1 | estimate your car insurance costs july 2026 |
| 1 | free car insurance calculator estimate cost before |
| 1 | car insurance calculator estimate cost before buying |
| 1 | car insurance comparison tool get quotes in |
| 1 | insurance comparison tool get quotes in minutes |
| 1 | free car insurance calculator instant cost estimates |
| 1 | auto and home insurance comparison review spreadsheet |
| 1 | car insurance calculator instant cost coverage estimates |
| 1 | does anyone have a spreadsheet of average |
| 1 | anyone have a spreadsheet of average rates |
| 1 | have a spreadsheet of average rates by |
| 1 | how to create insurance calculator in wix |
| 1 | to create insurance calculator in wix step |
| 1 | create insurance calculator in wix step by |
| 1 | insurance calculator in wix step by step |
| 1 | calculate your car insurance needs and rate |