Real ChatGPT answer · index seedD0qAVK54RBocompleteHome services and improvement · roofinginformational
How does a cool roof coating interact with existing shingle warranties if I apply it this afternoon to lower my electric bill
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does a cool roof coating interact with existing shingle warranties if I apply it this afternoon to lower my electric bill
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 shingle manufacturer warranty aftermarket roof coating prohibited warranty GAF CertainTeed Owens Corning Google ↗
Florida cool roof coating asphalt shingles manufacturer approved coating energy savings roof warranty Florida building guidance Google ↗
- Cool Roofs · webarchive-beta.loc.gov
- Guidelines for Selecting Cool Roofs · www1.eere.energy.gov
- Reducing Urban Heat Islands: Compendium of Strategies Cool Roofs · nepis.epa.gov
- Florida Roofing · embed-rech-01.dialog.cm
- 2020 Florida Building Code, Residential, 7th Edition Chapter 9 · theroof.store
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
asphalt shingle manufacturer warranty aftermarket roof coating prohibited warranty GAF CertainTeed Owens Corning OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Florida cool roof coating asphalt shingles manufacturer approved coating energy savings roof warranty Florida building guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |