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Best Auto Repair & Collision in San Marco / Riverside, according to AI
Updated June 16, 2026 · Stable consensus · ChatGPT, Gemini, Claude, Perplexity and Grok
The AI Consensus Ranking
Answers to “What's the best auto repair shop in San Marco / Riverside?”, combined across 1 weekly runs
| # | Business | Share of Voice | Named By | Change | ChatGPT | Gemini | Claude | Perplexity | Grok |
|---|---|---|---|---|---|---|---|---|---|
| 1 | Maxi's Mechanics Auto Repair & Service - Beach Boulevard | 20% | 5 of 5 | — | |||||
| 2 | RPM Automotive | 14% | 5 of 5 | — | |||||
| 3 | San Marco Certified Auto Repair (formerly Pacheco's Auto) | 13% | 5 of 5 | — | |||||
| 4 | Hugh's Riverside Automotive | 14% | 5 of 5 | — | |||||
| 5 | Norman Bros Auto Repair | 7% | 3 of 5 | — | |||||
| 6 | Pro Tech Automotive | 2% | 2 of 5 | — | |||||
| 7 | Mike's Automotive Repair Shop Jacksonville | 4% | 2 of 5 | — | |||||
| 8 | DBMW German Auto Repair | 3% | 1 of 5 | — | |||||
| 9 | San Marco Paint and Body | 1% | 1 of 5 | — | |||||
| 10 | John's Automotive Inc. | 1% | 1 of 5 | — |
Rankings by Intent
The same businesses, asked the four ways customers actually ask. Each bar sorts the ranking above into how the assistants answer this week.
“Who are the best auto repair & collision in San Marco?”
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“Who are the most affordable auto repair & collision in San Marco?”
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“Who are the cheapest auto repair & collision in San Marco?”
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“Which auto repair & collision respond the fastest in San Marco?”
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Sources AI Cites Here
Every source behind the assistants' answers here, ranked by share of all citations
| # | Source | Type | Share of Citations | Used By |
|---|---|---|---|---|
| 1 | maxiautorepair.com | 18% | 4 of 5 | |
| 2 | hughsriversideautomotive.com | 10% | 4 of 5 | |
| 3 | aaa.com | 9% | 3 of 5 | |
| 4 | yelp.com | 8% | 3 of 5 | |
| 5 | pachecosautoserviceinc.com | 6% | 3 of 5 | |
| 6 | normanbrosautorepair.com | 6% | 2 of 5 | |
| 7 | nextdoor.com | 5% | 2 of 5 | |
| 8 | vertexaisearch.cloud.google.com | 4% | 1 of 5 |
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20 assistant queries across 1 weekly snapshots
122 citations from 23 sources analyzed
22 businesses named · No business can pay to be ranked · Methodology