Public AI recommendation index
Auto-repair in San Francisco
Based on 4 valid discovery answers for October 02, 2026.
- Engines:
- ChatGPT and Gemini
- Method:
- ChatGPT answers are read from its public web interface. Gemini answers come from Google's model API, which may answer from the model alone, without searching the web.
- 1Action Auto Carenamed in 2 answers
- 2Automotive Clinicnamed in 2 answers
- 3Garagenamed in 2 answers
- 4Pat's Garagenamed in 2 answers
- 5San Francisco Automotive Solutionsnamed in 2 answers
- 6Stress-Free Auto Carenamed in 2 answers
- 711th Street Auto Repairnamed in 1 answer
- 8Aki’s Auto Repairnamed in 1 answer
- 9B & W Service Centernamed in 1 answer
- 10Bob's Auto Servicenamed in 1 answer
- 11Cowden Automotivenamed in 1 answer
- 12Embarcadero Automotivenamed in 1 answer
- 13German Motor Specialistsnamed in 1 answer
- 14H&B Autobody & Repairnamed in 1 answer
- 15Hansen's Autobody & Mechanicalnamed in 1 answer
- 16JR Automotive - San Francisco Auto Repair Servicesnamed in 1 answer
- 17Mission Bay Smog & Auto Repairnamed in 1 answer
- 18Mission European Automotivenamed in 1 answer
- 19Pacific Heights Chevron Auto Repairnamed in 1 answer
- 20Pak Auto Servicenamed in 1 answer
Frequently cited sources
- aaa.com (1 citation)
- checkbook.org (1 citation)
- diamondcertified.org (1 citation)
- preferredmechanic.com (1 citation)
History
One row per collection round. A round is published only when every question was answered validly on every engine.
| Round | Valid answers | Most named |
|---|---|---|
| October 02, 2026 | 4 | Action Auto Care, Automotive Clinic, and Garage |