Real ChatGPT answer · index seedqWienk7EufEcompleteHome services and improvement · roofingcommercial
Which shingle colors absorb the least heat in sunny climates to help keep our upstairs bedrooms comfortable?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which shingle colors absorb the least heat in sunny climates to help keep our upstairs bedrooms comfortable?
1 real search · 1 real-search pass
cool roofs asphalt shingles solar reflectance color ENERGY STAR roof products reflectivity attic temperatureGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
cool roofs asphalt shingles solar reflectance color ENERGY STAR roof products reflectivity attic temperature Google ↗
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- For Home and Building Owners · coolroofs.org
- Cool Roofs · energystar.gov