Real ChatGPT answer · index seed7DkBxwRJxAMcompleteHome services and improvement · roofinginformational
What are the main benefits of applying a cool roof coating to an older shingle roof to lower summer electric bills in Florida?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main benefits of applying a cool roof coating to an older shingle roof to lower summer electric bills in Florida?
1 real search · 1 real-search pass
Florida cool roofs asphalt shingles coating manufacturer guidance reflectance energy savings compatibility shinglesGoogle ↗
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
Florida cool roofs asphalt shingles coating manufacturer guidance reflectance energy savings compatibility shingles Google ↗
- Cool Roofs · webarchive-beta.loc.gov
- ARMA Supports the Correct Use of Shingle Coatings · asphaltroofing.org
- Guidelines for Selecting Cool Roofs · www1.eere.energy.gov
- FSEC-PF-293-95 · fsec.ucf.edu