Measured 2026-06-11 · real AI answers, not editorial picks
We asked the AIs: best auto repair shop in Charlotte
Customers now ask ChatGPT and Perplexity for local recommendations. These are the auto repair shop businesses the AIs actually name for Charlotte, counted across repeated real queries.
| # | Business | Times named by AI |
|---|---|---|
| 1 | AAA Car Care Center – South End | 9 |
| 2 | CMD Automotive | 6 |
| 3 | Leo’s Auto Care | 6 |
| 4 | Compton’s Automotive | 5 |
| 5 | Figs Auto Repair | 5 |
| 6 | Woodie’s Auto Service and Repair Centers | 4 |
| 7 | Honest 1 Auto Care | 4 |
| 8 | Dynamic Auto Tune | 4 |
| 9 | Tryon Auto Repair | 3 |
| 10 | Woodie’s Auto Service & Repair Centers | 2 |
Perplexity · 6 answers analyzed
- Compton’s Automotive×5
- Honest 1 Auto Care×4
- Dynamic Auto Tune×4
- Tryon Auto Repair×3
- Leo’s Auto Care×3
- Woodie’s Auto Service and Repair Centers×2
ChatGPT · 6 answers analyzed
- AAA Car Care Center – South End×9
- CMD Automotive×4
- Figs Auto Repair×3
- Leo’s Auto Care×3
- Woodie’s Auto Service and Repair Centers×2
- Woodie’s Auto Service & Repair Centers×2
AI answers vs Google Maps
Google Maps currently shows: Auto Shop of the Carolinas · Dynamic Auto Tune · Figs Auto Repair.
Only 67% of those also appear in AI recommendations. Ranking on Maps no longer means being recommended by AI.
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