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Best Auto Repair & Collision in Northwest Tampa (Carrollwood–Westchase), according to AI
Updated June 15, 2026 · Stable consensus · ChatGPT, Gemini, Claude, Perplexity and Grok
The AI Consensus Ranking
Answers to “What's the best auto repair shop in Northwest Tampa (Carrollwood–Westchase)?”, combined across 1 weekly runs
| # | Business | Share of Voice | Named By | Change | ChatGPT | Gemini | Claude | Perplexity | Grok |
|---|---|---|---|---|---|---|---|---|---|
| 1 | Christian Brothers Automotive Alafaya | 9% | 5 of 5 | — | |||||
| 2 | Carrollwood Auto Repair | 11% | 5 of 5 | — | |||||
| 3 | One Stop Auto Care | 9% | 4 of 5 | — | |||||
| 4 | AutoWorks of Tampa | 9% | 4 of 5 | — | |||||
| 5 | Atlas Auto Center | 5% | 3 of 5 | — | |||||
| 6 | Tuffy Tire & Auto Service Center | 5% | 2 of 5 | — | |||||
| 7 | Twilight Auto Repair | 5% | 2 of 5 | — | |||||
| 8 | Tires Plus | 5% | 2 of 5 | — | |||||
| 9 | National Auto Service Center | 5% | 2 of 5 | — | |||||
| 10 | Ice Cold Air Discount Auto Repair | 5% | 2 of 5 | — | |||||
| 11 | Tuffy Tire & Auto Service Center | 3% | 2 of 5 | — | |||||
| 12 | Greg Bailey Automotive | 3% | 3 of 5 | — | |||||
| 13 | Guy's Automotive | 2% | 2 of 5 | — | |||||
| 14 | Mobile Auto Mechanic | 2% | 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 Northwest Tampa?”
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“Who are the most affordable auto repair & collision in Northwest Tampa?”
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“Who are the cheapest auto repair & collision in Northwest Tampa?”
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“Which auto repair & collision respond the fastest in Northwest Tampa?”
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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 | yelp.com | 20% | 3 of 5 | |
| 2 | autoworksoftampa.com | 8% | 3 of 5 | |
| 3 | honest1.com | 8% | 3 of 5 | |
| 4 | icecoldair.com | 7% | 2 of 5 | |
| 5 | cbac.com | 7% | 3 of 5 | |
| 6 | reddit.com | 7% | 1 of 5 | |
| 7 | twilightauto.com | 6% | 2 of 5 | |
| 8 | tuffygunn.com | 5% | 3 of 5 |
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20 assistant queries across 1 weekly snapshots
169 citations from 28 sources analyzed
35 businesses named · No business can pay to be ranked · Methodology