Measured 2026-06-11 · real AI answers, not editorial picks
We asked the AIs: best auto repair shop in Seattle
Customers now ask ChatGPT and Perplexity for local recommendations. These are the auto repair shop businesses the AIs actually name for Seattle, counted across repeated real queries.
| # | Business | Times named by AI |
|---|---|---|
| 1 | Superior Auto Service (Ballard/Fremont area) | 6 |
| 2 | Stone’s German Garage appears especially strong | 5 |
| 3 | AAA Approved Auto Repair facilities in Seattle | 5 |
| 4 | Budd & Company Automotive – MLK | 5 |
| 5 | Edward’s Automotive Service | 4 |
| 6 | Greenwood Auto Repair | 3 |
| 7 | Lake City Autoworks | 3 |
| 8 | Swedish Automotive | 3 |
| 9 | Chuck’s Maple Leaf Auto Repair | 2 |
| 10 | Chuck’s Auto Repair Seattle | 2 |
Perplexity · 6 answers analyzed
- Stone’s German Garage appears especially strong×4
- Budd & Company Automotive – MLK×4
- Chuck’s Auto Repair Seattle×3
- Greenwood Auto Repair×3
- Superior Auto Service×3
- West Seattle Mechanics[3]×2
ChatGPT · 6 answers analyzed
- AAA Approved Auto Repair facilities in Seattle×4
- Edward’s Automotive Service×4
- Superior Auto Service (Ballard/Fremont area)×3
- Lake City Autoworks×3
- Swedish Automotive×2
- Moe’s Automotive×2
AI answers vs Google Maps
Google Maps currently shows: Pacific Rim Automotive, Inc. · Downtown Automotive · Elite Auto Care.
Only 0% of those also appear in AI recommendations. Ranking on Maps no longer means being recommended by AI.
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