Neutral
AI recommendation signal analysis across 108 domains for the Neutral persona in Auto Oem Brands.
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 Neutral'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 Neutral'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
| 10 | certified pre |
| 10 | pre owned |
| 5 | certified used |
| 5 | used cars |
| 4 | cars for |
| 4 | i car |
| 3 | owned cars |
| 3 | new vehicle |
| 3 | vehicle and |
| 3 | best cars |
| 3 | for 2026 |
| 3 | new car |
| 3 | certifications for |
| 3 | what is |
| 3 | in 2026 |
| 3 | certification programs |
| 3 | safest new |
| 3 | new cars |
| 2 | what does |
| 2 | does it |
| 2 | it mean |
| 2 | mean for |
| 2 | for a |
| 2 | a car |
| 2 | to be |
3-grams
| 10 | certified pre owned |
| 3 | pre owned cars |
| 3 | new vehicle and |
| 3 | certified used cars |
| 2 | what does it |
| 2 | does it mean |
| 2 | it mean for |
| 2 | mean for a |
| 2 | to be certified |
| 2 | owned cars vs |
| 2 | pre owned vehicles |
| 2 | vehicle and engine |
| 2 | and engine certification |
| 2 | engine certification executive |
| 2 | certification executive orders |
| 2 | cars for 2026 |
| 2 | new vs used |
| 2 | vs used vs |
| 2 | used vs certified |
| 2 | types of mechanic |
| 2 | of mechanic certification |
| 2 | certificate of conformity |
| 2 | vs non certified |
| 2 | cars for sale |
| 2 | vehicles turn 60 |
4-grams
| 3 | certified pre owned cars |
| 2 | what does it mean |
| 2 | does it mean for |
| 2 | it mean for a |
| 2 | pre owned cars vs |
| 2 | certified pre owned vehicles |
| 2 | new vehicle and engine |
| 2 | vehicle and engine certification |
| 2 | and engine certification executive |
| 2 | engine certification executive orders |
| 2 | new vs used vs |
| 2 | vs used vs certified |
| 2 | types of mechanic certification |
| 2 | vehicles turn 60 faster |
| 2 | turn 60 faster through |
| 2 | 60 faster through groundbreaking |
| 1 | mean for a car |
| 1 | for a car to |
| 1 | a car to be |
| 1 | car to be certified |
| 1 | mean for a vehicle |
| 1 | for a vehicle to |
| 1 | a vehicle to be |
| 1 | vehicle to be certified |
| 1 | to be certified pre |
5-grams
| 2 | what does it mean for |
| 2 | does it mean for a |
| 2 | certified pre owned cars vs |
| 2 | new vehicle and engine certification |
| 2 | vehicle and engine certification executive |
| 2 | and engine certification executive orders |
| 2 | new vs used vs certified |
| 2 | vehicles turn 60 faster through |
| 2 | turn 60 faster through groundbreaking |
| 1 | it mean for a car |
| 1 | mean for a car to |
| 1 | for a car to be |
| 1 | a car to be certified |
| 1 | it mean for a vehicle |
| 1 | mean for a vehicle to |
| 1 | for a vehicle to be |
| 1 | a vehicle to be certified |
| 1 | vehicle to be certified pre |
| 1 | to be certified pre owned |
| 1 | pre owned cars vs new |
| 1 | owned cars vs new models |
| 1 | cars vs new models how |
| 1 | vs new models how to |
| 1 | new models how to decide |
| 1 | what certifications to get to |
6-grams
| 2 | what does it mean for a |
| 2 | new vehicle and engine certification executive |
| 2 | vehicle and engine certification executive orders |
| 2 | vehicles turn 60 faster through groundbreaking |
| 1 | does it mean for a car |
| 1 | it mean for a car to |
| 1 | mean for a car to be |
| 1 | for a car to be certified |
| 1 | does it mean for a vehicle |
| 1 | it mean for a vehicle to |
| 1 | mean for a vehicle to be |
| 1 | for a vehicle to be certified |
| 1 | a vehicle to be certified pre |
| 1 | vehicle to be certified pre owned |
| 1 | certified pre owned cars vs new |
| 1 | pre owned cars vs new models |
| 1 | owned cars vs new models how |
| 1 | cars vs new models how to |
| 1 | vs new models how to decide |
| 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 | understanding shop certifications auto body shop |
7-grams
| 2 | new vehicle and engine certification executive orders |
| 1 | what does it mean for a car |
| 1 | does it mean for a car to |
| 1 | it mean for a car to be |
| 1 | mean for a car to be certified |
| 1 | what does it mean for a vehicle |
| 1 | does it mean for a vehicle to |
| 1 | it mean for a vehicle to be |
| 1 | mean for a vehicle to be certified |
| 1 | for a vehicle to be certified pre |
| 1 | a vehicle to be certified pre owned |
| 1 | certified pre owned cars vs new models |
| 1 | pre owned cars vs new models how |
| 1 | owned cars vs new models how to |
| 1 | cars vs new models how to decide |
| 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 | understanding shop certifications auto body shop blog |
| 1 | used car certifications often not meaningful national |
| 1 | do you know there is a difference |
| 1 | you know there is a difference between |
| 1 | know there is a difference between certified |
| 1 | there is a difference between certified and |