Real ChatGPT answer · index seed6mOuANqVvrwcompleteHome services and improvement · roofingcommercial
How do I choose between a local independent roofing contractor and a large regional company when getting quotes for a full replacement?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I choose between a local independent roofing contractor and a large regional company when getting quotes for a full replacement?
1 real search · 1 real-search pass
Virginia roofing contractor licensing requirements DPOR home improvement contractor license roofing replacement contract insurance permitsGoogle ↗
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
Virginia roofing contractor licensing requirements DPOR home improvement contractor license roofing replacement contract insurance permits Google ↗
- DPOR CONSUMER GUIDE: Hiring A Contractor | Virginia Department of Professional and Occupational Regulation · dpor.virginia.gov
- Hiring a Contractor · fairfaxcounty.gov