Real ChatGPT answer · index seedTSAKmrj1BxYcompleteHome services and improvement · roofingcommercial
Looking for the best attic ventilation and insulation contractors near Chicago who specialize in commercial metal buildings
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for the best attic ventilation and insulation contractors near Chicago who specialize in commercial metal buildings
1 real search · 1 real-search pass
Chicago commercial metal building insulation ventilation contractors metal building specialistsGoogle ↗
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
Chicago commercial metal building insulation ventilation contractors metal building specialists Google ↗
- Metal Building Insulation Services · greenattic.com
- Metal Building Insulation · thermaseallakeside.com
- Commercial Insulation Services · northwestinsulation.net
- Anchor Building Solutions · anchorbuilding.solutions
- Air Design Systems · airdesignsys.com
- NSS Exteriors · nss-exteriors.com