Real ChatGPT answer · index seedQYUggTBleX8completeHome services and improvement · roofinginformational
How do cool roof coatings actually work to lower indoor temperatures and can they be applied over damaged asphalt shingles?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do cool roof coatings actually work to lower indoor temperatures and can they be applied over damaged asphalt shingles?
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). 1 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
can cool roof coating be applied over asphalt shingles damaged shingles manufacturer instructions Google ↗
cool roof coatings asphalt shingles damaged shingles manufacturer guidance ENERGY STAR cool roofs reflectance emissivity Google ↗
- Application of Coatings or Rejuvenators on Asphalt Shingles After Installation · asphaltroofing.org
- Cool Roofs · webarchive-beta.loc.gov
- TB-10028163 · dcpd6wotaa0mb.cloudfront.net
- Cool Roofs · energystar.gov
- Consumer Guide to Cool Roofs · energy.gov
- Cool Roof Rating Council · coolroofs.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
can cool roof coating be applied over asphalt shingles damaged shingles manufacturer instructions OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
cool roof coatings asphalt shingles damaged shingles manufacturer guidance ENERGY STAR cool roofs reflectance emissivity OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |