Real ChatGPT answer · index seed7nWovyC7UP8completeHome services and improvement · roofingcommercial
Can you recommend the best energy efficient metal roofing materials for a retirement home located in the Pacific Northwest?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend the best energy efficient metal roofing materials for a retirement home located in the Pacific Northwest?
1 real search · 1 real-search pass
Pacific Northwest metal roofing energy efficiency standing seam aluminum steel cool roof condensation rain durability residentialGoogle ↗
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
Pacific Northwest metal roofing energy efficiency standing seam aluminum steel cool roof condensation rain durability residential Google ↗
- Metal Roofs · basc.pnnl.gov
- ENERGY STAR® Program Requirements · energystar.gov