Real ChatGPT answer · index seedUQbwrRHd9VMcompleteTelecom and utilities · energy efficiencycommercial
Which insulation contractors in Northern California specialize in closed-cell spray foam applications that meet strict California Energy Commission standards?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which insulation contractors in Northern California specialize in closed-cell spray foam applications that meet strict California Energy Commission standards?
1 real search · 1 real-search pass
Northern California closed-cell spray foam insulation contractors California Title 24 energy code complianceGoogle ↗
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
Northern California closed-cell spray foam insulation contractors California Title 24 energy code compliance Google ↗
- NorCal Spray Foam · norcalsprayfoam.com
- foamkinginc.com · foamkinginc.com
- Insul-Techs · insul-techs.com
- Vortex Insulation · vortexinsulation.com
- sierrainsulationco.com · sierrainsulationco.com
- New Construction · sierrainsulationco.com
- Energy Code Compliance Program · energy.ca.gov
- Restructured Energy Code California Code of Regulations Title 24, Part 6 · energy.ca.gov
- January 2026 Directory of Certified Insulation Materials · bhgs.dca.ca.gov
- California Contractors State License Board · cslb.ca.gov