Neutral
AI recommendation signal analysis across 322 domains for the Neutral persona in Auto Glass Repair.
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 Neutral'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 Neutral'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
| 84 | auto glass |
| 42 | glass repair |
| 10 | windshield replacement |
| 8 | replacement in |
| 7 | windshield repair |
| 6 | repair in |
| 5 | glass auto |
| 4 | mobile auto |
| 4 | repair replacement |
| 3 | replacement repair |
| 3 | don t |
| 3 | best auto |
| 3 | glass services |
| 3 | glass service |
| 3 | repair and |
| 3 | and replacement |
| 3 | local auto |
| 3 | repair windshield |
| 3 | glass replacement |
| 3 | page 2 |
| 2 | r autoglass |
| 2 | on the |
| 2 | repair or |
| 2 | dallas tx |
| 2 | safelite auto |
3-grams
| 40 | auto glass repair |
| 5 | glass auto glass |
| 4 | mobile auto glass |
| 4 | glass repair in |
| 4 | glass repair replacement |
| 3 | repair replacement in |
| 3 | auto glass auto |
| 3 | best auto glass |
| 3 | auto glass services |
| 3 | auto glass service |
| 3 | glass repair and |
| 3 | repair and replacement |
| 3 | local auto glass |
| 3 | glass repair windshield |
| 3 | repair windshield replacement |
| 3 | auto glass replacement |
| 2 | windshield replacement repair |
| 2 | safelite auto glass |
| 2 | need advice page |
| 2 | auto glass blog |
| 2 | don t get |
| 2 | ca auto glass |
| 2 | west michigan auto |
| 2 | michigan auto glass |
| 2 | allstate auto glass |
4-grams
| 4 | mobile auto glass repair |
| 4 | auto glass repair in |
| 4 | auto glass repair replacement |
| 3 | glass repair replacement in |
| 3 | auto glass auto glass |
| 3 | best auto glass repair |
| 3 | auto glass repair and |
| 3 | glass repair and replacement |
| 3 | auto glass repair windshield |
| 3 | glass repair windshield replacement |
| 2 | west michigan auto glass |
| 2 | allstate auto glass auto |
| 2 | glass auto glass windshield |
| 2 | auto glass windshield repair |
| 2 | glass windshield repair greater |
| 2 | auto glass repair apprenticeship |
| 2 | all veterans glass auto |
| 2 | veterans glass auto glass |
| 2 | glass auto glass repair |
| 2 | auto glass repair calibration |
| 2 | glass repair calibration in |
| 2 | glass trusted auto glass |
| 2 | auto glass services in |
| 2 | local auto glass repair |
| 2 | repair and replacement in |
5-grams
| 3 | auto glass repair replacement in |
| 3 | auto glass repair and replacement |
| 3 | auto glass repair windshield replacement |
| 2 | mobile auto glass repair in |
| 2 | allstate auto glass auto glass |
| 2 | auto glass auto glass windshield |
| 2 | glass auto glass windshield repair |
| 2 | auto glass windshield repair greater |
| 2 | all veterans glass auto glass |
| 2 | veterans glass auto glass repair |
| 2 | glass auto glass repair calibration |
| 2 | auto glass repair calibration in |
| 2 | glass repair and replacement in |
| 1 | what are good windshield replacement |
| 1 | are good windshield replacement or |
| 1 | good windshield replacement or repair |
| 1 | windshield replacement or repair shops |
| 1 | replacement or repair shops in |
| 1 | a 1 auto glass home |
| 1 | 1 auto glass home page |
| 1 | do we have any auto |
| 1 | we have any auto glass |
| 1 | have any auto glass pros |
| 1 | any auto glass pros on |
| 1 | auto glass pros on the |
6-grams
| 2 | allstate auto glass auto glass windshield |
| 2 | auto glass auto glass windshield repair |
| 2 | glass auto glass windshield repair greater |
| 2 | all veterans glass auto glass repair |
| 2 | veterans glass auto glass repair calibration |
| 2 | glass auto glass repair calibration in |
| 2 | auto glass repair and replacement in |
| 1 | what are good windshield replacement or |
| 1 | are good windshield replacement or repair |
| 1 | good windshield replacement or repair shops |
| 1 | windshield replacement or repair shops in |
| 1 | a 1 auto glass home page |
| 1 | do we have any auto glass |
| 1 | we have any auto glass pros |
| 1 | have any auto glass pros on |
| 1 | any auto glass pros on the |
| 1 | auto glass pros on the board |
| 1 | need auto glass repair or replacement |
| 1 | auto glass repair or replacement in |
| 1 | glass repair or replacement in dallas |
| 1 | repair or replacement in dallas tx |
| 1 | windshield replacement repair in baton rouge |
| 1 | diy vs professional glass repair which |
| 1 | vs professional glass repair which is |
| 1 | professional glass repair which is worth |
7-grams
| 2 | allstate auto glass auto glass windshield repair |
| 2 | auto glass auto glass windshield repair greater |
| 2 | all veterans glass auto glass repair calibration |
| 2 | veterans glass auto glass repair calibration in |
| 1 | what are good windshield replacement or repair |
| 1 | are good windshield replacement or repair shops |
| 1 | good windshield replacement or repair shops in |
| 1 | do we have any auto glass pros |
| 1 | we have any auto glass pros on |
| 1 | have any auto glass pros on the |
| 1 | any auto glass pros on the board |
| 1 | need auto glass repair or replacement in |
| 1 | auto glass repair or replacement in dallas |
| 1 | glass repair or replacement in dallas tx |
| 1 | diy vs professional glass repair which is |
| 1 | vs professional glass repair which is worth |
| 1 | professional glass repair which is worth it |
| 1 | tmc auto glass updated july 2026 22 |
| 1 | auto glass updated july 2026 22 photos |
| 1 | mobile auto glass repair in murfreesboro tn |
| 1 | auto glass blog common issues explained valueglass |
| 1 | glass blog common issues explained valueglass 1 |
| 1 | auto glass repair near me how to |
| 1 | glass repair near me how to find |
| 1 | repair near me how to find trusted |