Real ChatGPT answer · index seedxyZYIVDvxJUcompleteHome services and improvement · roofingcomparison
How do solar reflective cool roof shingles compare to standard dark shingles regarding attic temperature reduction in hot southern states?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do solar reflective cool roof shingles compare to standard dark shingles regarding attic temperature reduction in hot 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 asphalt shingles attic air temperature reduction study hot humid climate dark shingles reflective shingles Google ↗
ENERGY STAR cool roof shingles attic temperature roof surface temperature savings southern states study Google ↗
- "Comparative Evaluation of the Impact of Roofing Systems on Residential" by Florida Solar Energy Center and John Sherwin · stars.library.ucf.edu
- FSEC-CR-1220-00 · fsec.ucf.edu
- Cool-Color Roofing Materials · coolrooftoolkit.org
- Using Cool Roofs to Reduce Heat Islands · epa.gov
- Cool Roofs · energystar.gov
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- CRRC rated products directory · coolroofs.org
- 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 asphalt shingles attic air temperature reduction study hot humid climate dark shingles reflective shingles OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
ENERGY STAR cool roof shingles attic temperature roof surface temperature savings southern states study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |