First Time Driver
AI recommendation signal analysis across 69 domains for the First Time Driver persona in Used Car Dealers.
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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Mine link prospects
Pages surfacing for suggested-link queries: resource pages and roundups that could plausibly link to you. Work them as a link-building prospect list.
Where the numbers come from
We run suggested links 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: Suggested Links
Domains appearing in Google results for First Time Driver's Research: Suggested Links 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 Driver's Research: Suggested Links 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
| 22 | first car |
| 16 | your first |
| 8 | how to |
| 7 | buying your |
| 5 | powerful websites |
| 5 | websites you |
| 5 | you should |
| 5 | should know |
| 4 | to buy |
| 4 | know part |
| 3 | first cars |
| 3 | car a |
| 3 | guide to |
| 3 | a first |
| 3 | buy your |
| 3 | to know |
| 3 | to choose |
| 3 | choose your |
| 2 | what are |
| 2 | are some |
| 2 | should you |
| 2 | beginner s |
| 2 | look for |
| 2 | when buying |
| 2 | the best |
3-grams
| 15 | your first car |
| 7 | buying your first |
| 5 | powerful websites you |
| 5 | websites you should |
| 5 | you should know |
| 4 | should know part |
| 3 | first car a |
| 3 | how to buy |
| 3 | to buy your |
| 3 | buy your first |
| 3 | how to choose |
| 3 | to choose your |
| 3 | choose your first |
| 2 | what are some |
| 2 | when buying your |
| 2 | first car checklist |
| 2 | for a first |
| 2 | you need to |
| 2 | need to know |
| 2 | a first car |
| 1 | are some good |
| 1 | some good resources |
| 1 | good resources to |
| 1 | resources to use |
| 1 | to use when |
4-grams
| 7 | buying your first car |
| 5 | powerful websites you should |
| 5 | websites you should know |
| 4 | you should know part |
| 3 | your first car a |
| 3 | how to buy your |
| 3 | to buy your first |
| 3 | how to choose your |
| 3 | to choose your first |
| 3 | choose your first car |
| 2 | when buying your first |
| 2 | buy your first car |
| 2 | you need to know |
| 1 | what are some good |
| 1 | are some good resources |
| 1 | some good resources to |
| 1 | good resources to use |
| 1 | resources to use when |
| 1 | to use when researching |
| 1 | automotive technology recommended web |
| 1 | technology recommended web resources |
| 1 | what first cars should |
| 1 | first cars should you |
| 1 | cars should you buy |
| 1 | first car a beginner |
5-grams
| 5 | powerful websites you should know |
| 4 | websites you should know part |
| 3 | how to buy your first |
| 3 | how to choose your first |
| 3 | to choose your first car |
| 2 | when buying your first car |
| 2 | to buy your first car |
| 1 | what are some good resources |
| 1 | are some good resources to |
| 1 | some good resources to use |
| 1 | good resources to use when |
| 1 | resources to use when researching |
| 1 | automotive technology recommended web resources |
| 1 | what first cars should you |
| 1 | first cars should you buy |
| 1 | your first car a beginner |
| 1 | first car a beginner s |
| 1 | car a beginner s guide |
| 1 | a beginner s guide to |
| 1 | beginner s guide to essential |
| 1 | s guide to essential car |
| 1 | guide to essential car care |
| 1 | what should you look for |
| 1 | should you look for when |
| 1 | you look for when buying |
6-grams
| 4 | powerful websites you should know part |
| 3 | how to choose your first car |
| 2 | how to buy your first car |
| 1 | what are some good resources to |
| 1 | are some good resources to use |
| 1 | some good resources to use when |
| 1 | good resources to use when researching |
| 1 | what first cars should you buy |
| 1 | your first car a beginner s |
| 1 | first car a beginner s guide |
| 1 | car a beginner s guide to |
| 1 | a beginner s guide to essential |
| 1 | beginner s guide to essential car |
| 1 | s guide to essential car care |
| 1 | what should you look for when |
| 1 | should you look for when buying |
| 1 | you look for when buying your |
| 1 | look for when buying your first |
| 1 | for when buying your first car |
| 1 | what are some of the best |
| 1 | are some of the best resources |
| 1 | some of the best resources for |
| 1 | of the best resources for someone |
| 1 | the best resources for someone who |
| 1 | things to consider when buying your |
7-grams
| 1 | what are some good resources to use |
| 1 | are some good resources to use when |
| 1 | some good resources to use when researching |
| 1 | your first car a beginner s guide |
| 1 | first car a beginner s guide to |
| 1 | car a beginner s guide to essential |
| 1 | a beginner s guide to essential car |
| 1 | beginner s guide to essential car care |
| 1 | what should you look for when buying |
| 1 | should you look for when buying your |
| 1 | you look for when buying your first |
| 1 | look for when buying your first car |
| 1 | what are some of the best resources |
| 1 | are some of the best resources for |
| 1 | some of the best resources for someone |
| 1 | of the best resources for someone who |
| 1 | things to consider when buying your first |
| 1 | to consider when buying your first car |
| 1 | the 7 point guide to getting your |
| 1 | 7 point guide to getting your first |
| 1 | point guide to getting your first car |
| 1 | car necessities list 10 essentials for new |
| 1 | necessities list 10 essentials for new drivers |
| 1 | first car checklist your guide to buying |
| 1 | car checklist your guide to buying a |