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
Join the right communities
The forums and message boards that own this industry's discussion. Monitor them for pain points and participate where your customers already gather.
Where the numbers come from
We run forums, message boards 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: Forums, Message Boards
Domains appearing in Google results for First Time Policy Shopper's Research: Forums, Message Boards 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: Forums, Message Boards 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
| 41 | auto insurance |
| 39 | car insurance |
| 13 | insurance for |
| 8 | first time |
| 8 | insurance companies |
| 7 | insurance quotes |
| 6 | how to |
| 5 | guide to |
| 5 | cheap car |
| 4 | insurance in |
| 4 | for first |
| 4 | for the |
| 4 | ways to |
| 4 | best car |
| 4 | get car |
| 3 | to save |
| 3 | to buying |
| 3 | buying car |
| 3 | the first |
| 3 | time buyers |
| 3 | to get |
| 2 | time drivers |
| 2 | insurance company |
| 2 | buyers guide |
| 2 | to auto |
3-grams
| 11 | car insurance for |
| 5 | cheap car insurance |
| 4 | insurance for first |
| 4 | for first time |
| 4 | insurance for the |
| 4 | car insurance companies |
| 4 | car insurance quotes |
| 4 | best car insurance |
| 4 | get car insurance |
| 3 | car insurance in |
| 3 | guide to buying |
| 3 | to buying car |
| 3 | buying car insurance |
| 3 | for the first |
| 3 | the first time |
| 3 | first time buyers |
| 3 | auto insurance companies |
| 3 | auto insurance quotes |
| 3 | how to get |
| 2 | guide to auto |
| 2 | to auto insurance |
| 2 | auto insurance car |
| 2 | insurance car insurance |
| 2 | proven ways to |
| 2 | for car insurance |
4-grams
| 4 | insurance for first time |
| 3 | car insurance for first |
| 3 | guide to buying car |
| 3 | to buying car insurance |
| 3 | car insurance for the |
| 3 | insurance for the first |
| 3 | for the first time |
| 3 | for first time buyers |
| 2 | buying car insurance for |
| 2 | guide to auto insurance |
| 2 | auto insurance car insurance |
| 2 | best car insurance companies |
| 2 | car insurance companies of |
| 2 | auto insurance michigan farm |
| 2 | insurance michigan farm bureau |
| 2 | michigan farm bureau family |
| 2 | farm bureau family of |
| 2 | how to get car |
| 2 | to get car insurance |
| 2 | cheap car insurance in |
| 1 | who has affordable car |
| 1 | has affordable car insurance |
| 1 | affordable car insurance in |
| 1 | car insurance in new |
| 1 | insurance in new jersey |
5-grams
| 3 | car insurance for first time |
| 3 | guide to buying car insurance |
| 3 | car insurance for the first |
| 3 | insurance for the first time |
| 3 | insurance for first time buyers |
| 2 | to buying car insurance for |
| 2 | buying car insurance for the |
| 2 | best car insurance companies of |
| 2 | auto insurance michigan farm bureau |
| 2 | insurance michigan farm bureau family |
| 2 | michigan farm bureau family of |
| 2 | how to get car insurance |
| 1 | who has affordable car insurance |
| 1 | has affordable car insurance in |
| 1 | affordable car insurance in new |
| 1 | car insurance in new jersey |
| 1 | top 7 tips to save |
| 1 | 7 tips to save on |
| 1 | tips to save on car |
| 1 | to save on car insurance |
| 1 | save on car insurance for |
| 1 | on car insurance for first |
| 1 | insurance for first time drivers |
| 1 | for first time drivers in |
| 1 | i worked for a large |
6-grams
| 3 | car insurance for the first time |
| 2 | guide to buying car insurance for |
| 2 | to buying car insurance for the |
| 2 | buying car insurance for the first |
| 2 | car insurance for first time buyers |
| 2 | auto insurance michigan farm bureau family |
| 2 | insurance michigan farm bureau family of |
| 1 | who has affordable car insurance in |
| 1 | has affordable car insurance in new |
| 1 | affordable car insurance in new jersey |
| 1 | top 7 tips to save on |
| 1 | 7 tips to save on car |
| 1 | tips to save on car insurance |
| 1 | to save on car insurance for |
| 1 | save on car insurance for first |
| 1 | on car insurance for first time |
| 1 | car insurance for first time drivers |
| 1 | insurance for first time drivers in |
| 1 | i worked for a large auto |
| 1 | worked for a large auto insurance |
| 1 | for a large auto insurance company |
| 1 | a large auto insurance company here |
| 1 | large auto insurance company here is |
| 1 | buyers guide to auto insurance pdf |
| 1 | good insurance deals for lease hacks |
7-grams
| 2 | guide to buying car insurance for the |
| 2 | to buying car insurance for the first |
| 2 | buying car insurance for the first time |
| 2 | auto insurance michigan farm bureau family of |
| 1 | who has affordable car insurance in new |
| 1 | has affordable car insurance in new jersey |
| 1 | top 7 tips to save on car |
| 1 | 7 tips to save on car insurance |
| 1 | tips to save on car insurance for |
| 1 | to save on car insurance for first |
| 1 | save on car insurance for first time |
| 1 | on car insurance for first time drivers |
| 1 | car insurance for first time drivers in |
| 1 | i worked for a large auto insurance |
| 1 | worked for a large auto insurance company |
| 1 | for a large auto insurance company here |
| 1 | a large auto insurance company here is |
| 1 | auto insurance car insurance for pennsylvania drivers |
| 1 | what they don t teach you in |
| 1 | they don t teach you in high |
| 1 | don t teach you in high school |
| 1 | cheap car insurance companies from 41 mo |
| 1 | car insurance for 1st time drivers top |
| 1 | insurance for 1st time drivers top 5 |
| 1 | for 1st time drivers top 5 tips |