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Muffler Man of Cape Coral
First week in the rankings: named by 1 of 5 AI assistants in 1 area for Auto Repair & Collision, entering at #12 for Auto Repair & Collision in Cape Coral.
Where AI Assistants Rank Muffler Man of Cape Coral
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 |
|---|---|---|---|---|---|---|---|---|
| 12 | new |
Rank by Intent, Every Area
Where AI ranks Muffler Man of Cape Coral in each area, for each of the four questions customers ask. Color is the rank band, the number is the rank.
32 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 |
|---|---|---|---|---|---|
| 18% | 24 | — | |||
| 18% | 23 | — | |||
| 7% | 9 | — | |||
| 6% | 8 | — | |||
| 6% | 8 | — | |||
| 5% | 7 | — | |||
| 3% | 4 | — | |||
| 3% | 4 | — | |||
| 3% | 4 | — | |||
| 3% | 4 | — | |||
Where to Focus (beta)
The moves that matter most, by priority.
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Report generated July 2, 2026 at 2:21 PM
20 assistant queries across 1 tracked areas and 4 intents
131 citations from 32 sources analyzed