Real ChatGPT answer · index seedvfXCEtqcjIccompleteHome services and improvement · roofingcomparison
Are cool roof coatings actually effective on asphalt shingle roofs or is that mostly marketing hype for energy savings in southern states
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are cool roof coatings actually effective on asphalt shingle roofs or is that mostly marketing hype for energy savings in southern states
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
cool roof coatings asphalt shingles effectiveness energy savings compatibility manufacturer warranty asphalt shingles Google ↗
ENERGY STAR cool roofs asphalt shingles reflective coatings climate heating penalty northern climates Google ↗
- Application of Coatings or Rejuvenators on Asphalt Shingles After Installation · asphaltroofing.org
- ARMA Supports the Correct Use of Shingle Coatings · asphaltroofing.org
- Cool Roofs · energystar.gov
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- Reducing Urban Heat Islands: Compendium of Strategies · epa.gov
- Cool Roofs · webarchive-beta.loc.gov
- Guidelines for Selecting Cool Roofs · www1.eere.energy.gov
- Consumer Guide to Cool Roofs · energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cool roof coatings asphalt shingles effectiveness energy savings compatibility manufacturer warranty asphalt shingles OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
ENERGY STAR cool roofs asphalt shingles reflective coatings climate heating penalty northern climates OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |