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Mad Hatter Muffler and Brake
First week in the rankings: named by 1 of 5 AI assistants in 2 areas for Auto Repair & Collision, entering at #25 for Auto Repair & Collision in South Tampa.
Where AI Assistants Rank Mad Hatter Muffler and Brake
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 |
|---|---|---|---|---|---|---|---|---|
| 25 | new | |||||||
| 27 | new | |||||||
| 36 | new |
Rank by Intent, Every Area
Where AI ranks Mad Hatter Muffler and Brake in each area, for each of the four questions customers ask. Color is the rank band, the number is the rank.
73 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 |
|---|---|---|---|---|---|
| 12% | 10 | — | |||
| 10% | 48 | — | |||
| 8% | — | — | |||
| 5% | 2 | — | |||
| 3% | 2 | — | |||
| 3% | 11 | — | |||
| 3% | 4 | — | |||
| 2% | 4 | — | |||
| 2% | 3 | — | |||
| 2% | 3 | — | |||
Where to Focus (beta)
The moves that matter most, by priority.
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Report generated June 22, 2026 at 7:24 PM
180 assistant queries across 3 tracked areas and 4 intents
477 citations from 73 sources analyzed