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Marvin
First week in the rankings: named by 1 of 5 AI assistants in 1 area for Window & Door Replacement, entering at #33 for Window & Door Replacement in Downtown Fort Myers.
Where AI Assistants Rank Marvin
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 |
|---|---|---|---|---|---|---|---|---|
| 33 | new |
Rank by Intent, Every Area
Where AI ranks Marvin in each area, for each of the four questions customers ask. Color is the rank band, the number is the rank.
33 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 |
|---|---|---|---|---|---|
| 10% | 15 | — | |||
| 8% | 12 | — | |||
| 8% | 11 | — | |||
| 6% | 8 | — | |||
| 4% | 6 | — | |||
| 4% | 6 | — | |||
| 4% | 6 | — | |||
| 3% | 5 | — | |||
| 3% | 5 | — | |||
| 3% | 5 | — | |||
Where to Focus (beta)
The moves that matter most, by priority.
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Report generated July 2, 2026 at 2:18 PM
20 assistant queries across 1 tracked areas and 4 intents
143 citations from 33 sources analyzed