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MR. Mobile Mechanic SWFL LLC
Named by 2 of 5 AI assistants in 1 area for Auto Repair & Collision this week: best rank #11 for Auto Repair & Collision in Estero, with 2% share of voice. Improved in 1 area; Tuffy Tire & Auto Service Center now leads in 1 of them.
Where AI Assistants Rank MR. Mobile Mechanic SWFL LLC
Consensus rank and each assistant's position, latest weekly run. Click a location for its history.
| Area | AI Rank | Change | ChatGPT | Gemini | Claude | Perplexity | Grok | Coverage |
|---|---|---|---|---|---|---|---|---|
| 11 | 3 |
Rank by Intent, Every Area
Where AI ranks MR. Mobile Mechanic SWFL LLC in each area, for each of the four questions customers ask. Color is the rank band, the number is the rank.
63 Sources Cited by AI in These Areas
Every source behind the assistants' answers here, ranked by share of all citations, and whether they mention this business.
| Source (click to expand) | Type | Share of Citations | Used By | This Week | You |
|---|---|---|---|---|---|
| 7% | 3 | — | |||
| 6% | 2 | — | |||
| 6% | 3 | — | |||
| 6% | 3 | — | |||
| 6% | 5 | — | |||
| 5% | 1 | — | |||
| 4% | 1 | — | |||
| 3% | — | — | |||
| 3% | 8 | — | |||
| 3% | 8 | — | |||
Where to Focus (beta)
The moves that matter most, by priority.
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Report generated July 2, 2026 at 2:29 PM
40 assistant queries across 1 tracked areas and 4 intents
308 citations from 63 sources analyzed