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.
Get in touch →How to use this page
Choose credentials that matter
The certifications buyers and employers actually encounter in this industry. Decide which are worth earning or displaying, and which certified-provider directories you should appear in.
Where the numbers come from
We run certifications 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: Certifications
Domains appearing in Google results for First Time Driver's Research: Certifications 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: Certifications 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
| 35 | i car |
| 10 | what is |
| 10 | car certification |
| 9 | collision repair |
| 9 | is i |
| 9 | car gold |
| 8 | gold class |
| 6 | how to |
| 5 | entry level |
| 5 | to get |
| 4 | and why |
| 4 | first car |
| 3 | for a |
| 3 | what it |
| 3 | auto body |
| 3 | in the |
| 3 | new vehicle |
| 3 | certification in |
| 3 | car certified |
| 3 | ase certification |
| 3 | certifications for |
| 3 | a car |
| 3 | class certification |
| 3 | get a |
| 3 | car platinum |
3-grams
| 9 | i car certification |
| 9 | what is i |
| 9 | is i car |
| 9 | i car gold |
| 7 | car gold class |
| 4 | how to get |
| 3 | gold class certification |
| 3 | i car platinum |
| 2 | auto collision repair |
| 2 | entry level automotive |
| 2 | auto body shop |
| 2 | i car training |
| 2 | the road to |
| 2 | what it means |
| 2 | new vehicle and |
| 2 | certification in collision |
| 2 | in collision repair |
| 2 | i car certifications |
| 2 | for a car |
| 2 | car platinum certification |
| 2 | to get a |
| 2 | car gold certification |
| 2 | collision repair industry |
| 2 | your first car |
| 2 | car in the |
4-grams
| 9 | what is i car |
| 7 | i car gold class |
| 4 | is i car gold |
| 3 | car gold class certification |
| 2 | certification in collision repair |
| 2 | is i car certification |
| 2 | is i car platinum |
| 2 | i car platinum certification |
| 2 | how to get a |
| 2 | i car gold certification |
| 1 | i car inter industry |
| 1 | car inter industry conference |
| 1 | inter industry conference on |
| 1 | industry conference on auto |
| 1 | conference on auto collision |
| 1 | on auto collision repair |
| 1 | what is the best |
| 1 | is the best certification |
| 1 | the best certification to |
| 1 | best certification to start |
| 1 | certification to start with |
| 1 | to start with for |
| 1 | start with for a |
| 1 | with for a beginner |
| 1 | for a beginner in |
5-grams
| 4 | what is i car gold |
| 3 | i car gold class certification |
| 2 | is i car gold class |
| 2 | what is i car certification |
| 2 | what is i car platinum |
| 2 | is i car platinum certification |
| 2 | is i car gold certification |
| 1 | i car inter industry conference |
| 1 | car inter industry conference on |
| 1 | inter industry conference on auto |
| 1 | industry conference on auto collision |
| 1 | conference on auto collision repair |
| 1 | what is the best certification |
| 1 | is the best certification to |
| 1 | the best certification to start |
| 1 | best certification to start with |
| 1 | certification to start with for |
| 1 | to start with for a |
| 1 | start with for a beginner |
| 1 | with for a beginner in |
| 1 | entry level automotive service excellence |
| 1 | what certifications to get to |
| 1 | certifications to get to work |
| 1 | to get to work on |
| 1 | get to work on cars |
6-grams
| 2 | what is i car gold class |
| 2 | is i car gold class certification |
| 2 | what is i car platinum certification |
| 2 | what is i car gold certification |
| 1 | i car inter industry conference on |
| 1 | car inter industry conference on auto |
| 1 | inter industry conference on auto collision |
| 1 | industry conference on auto collision repair |
| 1 | what is the best certification to |
| 1 | is the best certification to start |
| 1 | the best certification to start with |
| 1 | best certification to start with for |
| 1 | certification to start with for a |
| 1 | to start with for a beginner |
| 1 | start with for a beginner in |
| 1 | what certifications to get to work |
| 1 | certifications to get to work on |
| 1 | to get to work on cars |
| 1 | get to work on cars while |
| 1 | to work on cars while graduating |
| 1 | i car certification explained what it |
| 1 | car certification explained what it is |
| 1 | certification explained what it is and |
| 1 | explained what it is and why |
| 1 | what it is and why it |
7-grams
| 2 | what is i car gold class certification |
| 1 | i car inter industry conference on auto |
| 1 | car inter industry conference on auto collision |
| 1 | inter industry conference on auto collision repair |
| 1 | what is the best certification to start |
| 1 | is the best certification to start with |
| 1 | the best certification to start with for |
| 1 | best certification to start with for a |
| 1 | certification to start with for a beginner |
| 1 | to start with for a beginner in |
| 1 | what certifications to get to work on |
| 1 | certifications to get to work on cars |
| 1 | to get to work on cars while |
| 1 | get to work on cars while graduating |
| 1 | i car certification explained what it is |
| 1 | car certification explained what it is and |
| 1 | certification explained what it is and why |
| 1 | explained what it is and why it |
| 1 | what it is and why it matters |
| 1 | understanding shop certifications auto body shop blog |
| 1 | i car gold class explained collision repair |
| 1 | car gold class explained collision repair guide |
| 1 | top automotive technician certifications in the usa |
| 1 | the road to perfection i car certification |
| 1 | road to perfection i car certification and |