Real ChatGPT answer · index seediZMLSYjlICAcompleteHome services and improvement · roofinginformational
Are cool roof coatings actually effective at lowering summer cooling bills for an older house with standard attic insulation?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are cool roof coatings actually effective at lowering summer cooling bills for an older house with standard attic insulation?
1 real search · 1 real-search pass
cool roof coatings energy savings residential homes attic insulation Florida DOE cool roofs reflective roof coating effectivenessGoogle ↗
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 roof coatings energy savings residential homes attic insulation Florida DOE cool roofs reflective roof coating effectiveness Google ↗
- FSEC-PF-293-95 · fsec.ucf.edu
- FSEC-PF-293-95 · fsec.ucf.edu
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
- Consumer Guide to Cool Roofs · energy.gov
- Cool Roofs · energystar.gov