Real ChatGPT answer · index seedpTCKsUypoRocompleteTelecom and utilities · energy efficiencyinformational
What kind of insulation has the highest R-value for upgrading an unfinished attic in a humid climate zone?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What kind of insulation has the highest R-value for upgrading an unfinished attic in a humid climate zone?
1 real search · 1 real-search pass
DOE attic insulation humid climate air sealing ventilation spray foam closed cell vapor control recommendationsGoogle ↗
OBSERVEDInstruction
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
DOE attic insulation humid climate air sealing ventilation spray foam closed cell vapor control recommendations Google ↗
- Spray Foam Insulation Applied to Existing Attic Floor · basc.pnnl.gov
- Air Sealing Existing Attics · bsesc.energy.gov
- Unvented Conditioned Attic with Spray Foam Insulation Below Roof Deck · basc.pnnl.gov
- www.epa.gov/iaq/moisture · epa.gov