Real ChatGPT answer · index seedNKrv0yxx334completeTelecom and utilities · energy efficiencyinformational
What are the main signs that a small business building urgently needs an attic insulation upgrade to stop heat loss?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main signs that a small business building urgently needs an attic insulation upgrade to stop heat loss?
1 real search · 1 real-search pass
U.S. Department of Energy attic insulation air sealing signs heat loss insulation moisture ventilation commercial buildingsGoogle ↗
OBSERVEDReason
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
U.S. Department of Energy attic insulation air sealing signs heat loss insulation moisture ventilation commercial buildings Google ↗
- Attic Air Sealing and Insulation · basc.pnnl.gov
- Air Sealing Existing Attics · bsesc.energy.gov
- Attic Insulation Project · energystar.gov