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Code Engineered Systems
First week in the rankings: named by 1 of 5 AI assistants in 2 areas for Roofing, entering at #25 for Roofing in St. Petersburg.
Where AI Assistants Rank Code Engineered Systems
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 | |||||||
| 36 | new |
Rank by Intent, Every Area
Where AI ranks Code Engineered Systems in each area, for each of the four questions customers ask. Color is the rank band, the number is the rank.
109 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 |
|---|---|---|---|---|---|
| 4% | 4 | — | |||
| 4% | 2 | — | |||
| 4% | 7 | — | |||
| 3% | 8 | — | |||
| 3% | 10 | — | |||
| 3% | 8 | — | |||
| 2% | 7 | — | |||
| 2% | 5 | — | |||
| 2% | 7 | — | |||
| 2% | 2 | — | |||
Where to Focus (beta)
The moves that matter most, by priority.
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Report generated June 22, 2026 at 7:32 PM
80 assistant queries across 2 tracked areas and 4 intents
309 citations from 109 sources analyzed