Can you recommend certified contractors in Roseville who specialize in commercial attic insulation upgrades and air sealing for small businesses
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend certified contractors in Roseville who specialize in commercial attic insulation upgrades and air sealing for small businesses
1 real search · 1 real-search pass
Roseville California certified commercial insulation contractors attic insulation air sealing small business BPI RESNET credentialsGoogle ↗
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
Roseville California certified commercial insulation contractors attic insulation air sealing small business BPI RESNET credentials Google ↗
- Clear Efficiency · smudcontractornetwork.org
- Clear Efficiency HVAC, Insulation, Solar, Windows Company of Sacramento: Roseville · clearefficiency.com
- Commercial Insulation · sierrainsulationco.com
- Roseville Insulation Contractor · sierrainsulationco.com
- Licensed Insulation and Acoustical Contractors in Roseville, CA · statecred.com
- ENGEL INSULATION | Roseville, CA · network.procore.com
- Residential & Commercial Insulation Services in Roseville, CA · goldstarinsulation.com