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.
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Know the recognized voices
The people search treats as this industry's experts. Quote them, partner with them, pitch them, or study what earned them the position and build your own.
Where the numbers come from
We run experts 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: Experts
Domains appearing in Google results for First Time Policy Shopper's Research: Experts 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: Experts 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
| 49 | car insurance |
| 20 | auto insurance |
| 15 | insurance for |
| 14 | how to |
| 13 | first time |
| 9 | for new |
| 8 | new drivers |
| 7 | to get |
| 6 | the best |
| 5 | tips for |
| 5 | best car |
| 4 | guide to |
| 4 | time car |
| 4 | you need |
| 4 | to know |
| 4 | to lower |
| 4 | lower your |
| 4 | questions and |
| 4 | and answers |
| 4 | cheap car |
| 4 | know about |
| 4 | insurance experts |
| 4 | insurance in |
| 3 | what to |
| 3 | need to |
3-grams
| 14 | car insurance for |
| 8 | for new drivers |
| 8 | insurance for new |
| 7 | how to get |
| 5 | best car insurance |
| 4 | first time car |
| 4 | to lower your |
| 4 | questions and answers |
| 4 | cheap car insurance |
| 3 | you need to |
| 3 | need to know |
| 3 | lower your car |
| 3 | car insurance costs |
| 3 | get car insurance |
| 3 | for the first |
| 3 | the first time |
| 3 | to buy car |
| 3 | buy car insurance |
| 3 | to know about |
| 3 | know about car |
| 2 | first time driver |
| 2 | time driver s |
| 2 | driver s guide |
| 2 | s guide to |
| 2 | guide to car |
4-grams
| 8 | car insurance for new |
| 7 | insurance for new drivers |
| 5 | best car insurance for |
| 3 | you need to know |
| 3 | to lower your car |
| 3 | cheap car insurance for |
| 3 | for the first time |
| 3 | to buy car insurance |
| 3 | to know about car |
| 2 | first time driver s |
| 2 | time driver s guide |
| 2 | driver s guide to |
| 2 | s guide to car |
| 2 | guide to car insurance |
| 2 | first time car insurance |
| 2 | the best car insurance |
| 2 | car insurance for you |
| 2 | everything you need to |
| 2 | how to lower your |
| 2 | lower your car insurance |
| 2 | questions and answers about |
| 2 | and answers about auto |
| 2 | answers about auto insurance |
| 2 | best cheap car insurance |
| 2 | how to get car |
5-grams
| 7 | car insurance for new drivers |
| 3 | cheap car insurance for new |
| 3 | best car insurance for new |
| 2 | first time driver s guide |
| 2 | time driver s guide to |
| 2 | driver s guide to car |
| 2 | s guide to car insurance |
| 2 | the best car insurance for |
| 2 | best car insurance for you |
| 2 | everything you need to know |
| 2 | how to lower your car |
| 2 | to lower your car insurance |
| 2 | questions and answers about auto |
| 2 | and answers about auto insurance |
| 2 | best cheap car insurance for |
| 2 | how to get car insurance |
| 2 | insurance interview questions and answers |
| 2 | interview questions and answers how |
| 2 | get car insurance for the |
| 2 | car insurance for the first |
| 2 | insurance for the first time |
| 2 | you need to know about |
| 2 | need to know about car |
| 2 | to know about car insurance |
| 1 | experts say insurance companies can |
6-grams
| 3 | cheap car insurance for new drivers |
| 3 | best car insurance for new drivers |
| 2 | first time driver s guide to |
| 2 | time driver s guide to car |
| 2 | driver s guide to car insurance |
| 2 | the best car insurance for you |
| 2 | how to lower your car insurance |
| 2 | questions and answers about auto insurance |
| 2 | best cheap car insurance for new |
| 2 | insurance interview questions and answers how |
| 2 | get car insurance for the first |
| 2 | car insurance for the first time |
| 2 | you need to know about car |
| 1 | experts say insurance companies can quietly |
| 1 | say insurance companies can quietly raise |
| 1 | insurance companies can quietly raise your |
| 1 | s guide to car insurance what |
| 1 | guide to car insurance what to |
| 1 | to car insurance what to expect |
| 1 | first time car insurance tips and |
| 1 | time car insurance tips and advice |
| 1 | car insurance tips and advice richard |
| 1 | insurance tips and advice richard pitts |
| 1 | tips and advice richard pitts agency |
| 1 | more drivers are using ai to |
7-grams
| 2 | first time driver s guide to car |
| 2 | time driver s guide to car insurance |
| 2 | best cheap car insurance for new drivers |
| 2 | get car insurance for the first time |
| 1 | experts say insurance companies can quietly raise |
| 1 | say insurance companies can quietly raise your |
| 1 | driver s guide to car insurance what |
| 1 | s guide to car insurance what to |
| 1 | guide to car insurance what to expect |
| 1 | first time car insurance tips and advice |
| 1 | time car insurance tips and advice richard |
| 1 | car insurance tips and advice richard pitts |
| 1 | insurance tips and advice richard pitts agency |
| 1 | more drivers are using ai to compare |
| 1 | drivers are using ai to compare car |
| 1 | are using ai to compare car insurance |
| 1 | using ai to compare car insurance but |
| 1 | am best webinar growth through precision in |
| 1 | best webinar growth through precision in a |
| 1 | webinar growth through precision in a changing |
| 1 | insurance discounts for new drivers tips and |
| 1 | discounts for new drivers tips and tricks |
| 1 | compare car insurance rates side by side |
| 1 | car insurance rates side by side in |
| 1 | insurance rates side by side in 2026 |