Real ChatGPT answer · index seed4Ge4ZyI7cbAcompleteHome services and improvement · roofinginformational
What is the industry standard for color matching during a partial storm damaged shingle repair on a roof that has faded significantly from UV exposure?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the industry standard for color matching during a partial storm damaged shingle repair on a roof that has faded significantly from UV exposure?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
asphalt roofing shingle repair color matching weathered faded shingles industry standard manufacturer guidance NRCA Google ↗
insurance storm damage partial roof repair matching existing shingles color uniformity code requirements United States Google ↗
- Roof repair expertise · nrca.net
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
asphalt roofing shingle repair color matching weathered faded shingles industry standard manufacturer guidance NRCA OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
insurance storm damage partial roof repair matching existing shingles color uniformity code requirements United States OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |