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Best Auto Repair & Collision in Hollywood / Pembroke Pines, according to AI
As of June 19, 2026, Preferred Automotive is the auto repair shop AI assistants most recommend in Hollywood, Miami, named by 3 of 5 assistants. Jumbo Automotive Inc. and The Guaranteed Best Choice rank next.
Updated June 19, 2026 · Stable · ChatGPT, Gemini, Claude, Perplexity and Grok
The AI Consensus Ranking
Answers to “What's the best auto repair shop in Hollywood / Pembroke Pines?”, combined across 1 weekly runs
| # | Business | Share of Voice | Named By | Change | ChatGPT | Gemini | Claude | Perplexity | Grok |
|---|---|---|---|---|---|---|---|---|---|
| 1 | Preferred Automotive | 5% | 3 of 5 | — | |||||
| 2 | Jumbo Automotive Inc. | 4% | 3 of 5 | — | |||||
| 3 | The Guaranteed Best Choice | 6% | 4 of 5 | — | |||||
| 4 | University Auto Center | 3% | 2 of 5 | — | |||||
| 5 | Mike's Great Bear Auto | 3% | 2 of 5 | — | |||||
| 6 | Jap Tech Inc | 3% | 2 of 5 | — | |||||
| 7 | Brake World Pembroke Pines- pines & palm ave | 3% | 2 of 5 | — | |||||
| 8 | JNL Auto Repair | 2% | 2 of 5 | — | |||||
| 9 | Mobile Mechanic | 6% | 4 of 5 | — | |||||
| 10 | German Car Depot | 2% | 3 of 5 | — | |||||
| 11 | Davie Motorsport European Auto Repair Specialist | 3% | 2 of 5 | — | |||||
| 12 | Family Tire Distributors | 2% | 2 of 5 | — | |||||
| 13 | Jacob's Garage | 4% | 3 of 5 | — | |||||
| 14 | Midas | 4% | 3 of 5 | — | |||||
| 15 | Pep Boys Auto Service & Tires | 3% | 2 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 Hollywood?”
Show businesses
“Who are the most affordable auto repair & collision in Hollywood?”
Show businesses
“Who are the cheapest auto repair & collision in Hollywood?”
Show businesses
“Which auto repair & collision respond the fastest in Hollywood?”
Show businesses
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 | yelp.com | 9% | 2 of 5 | |
| 2 | gbchoiceautoservice.com | 8% | 3 of 5 | |
| 3 | preferredautomotiveinc.com | 6% | 3 of 5 | |
| 4 | midas.com | 6% | 3 of 5 | |
| 5 | autocenterhollywood.com | 5% | 2 of 5 | |
| 6 | trustanalytica.org | 4% | 1 of 5 | |
| 7 | aaa.com | 4% | 1 of 5 | |
| 8 | jumboautorepair.com | 4% | 2 of 5 |
Common Questions
- Which auto repair shop do AI assistants recommend in Hollywood?
- As of June 19, 2026, Preferred Automotive, named by 3 of 5 assistants. Jumbo Automotive Inc. and The Guaranteed Best Choice rank next.
- How many Auto Repair & Collision did AI assistants name in Hollywood?
- 64 businesses across 1 weekly run of ChatGPT, Gemini, Claude, Perplexity and Grok.
- How is this ranking measured?
- It aggregates first-hand answers from ChatGPT, Gemini, Claude, Perplexity and Grok over 1 weekly run. No business can pay to be ranked.
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20 assistant queries across 1 weekly snapshots
129 citations from 49 sources analyzed
64 businesses named · No business can pay to be ranked · Methodology