Real ChatGPT answer · index seedzvJjH41qbn4completeHome services and improvement · roofingcommercial
What should I look for when interviewing residential roofers to make sure they are fully licensed and insured in my state?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should I look for when interviewing residential roofers to make sure they are fully licensed and insured in my state?
2 real searches · 1 real-search pass
New York State residential roofing contractor license requirements NYC home improvement contractor roofing license insurance workers compensation officialGoogle ↗
OBSERVEDComparison
NYC Department Consumer and Worker Protection home improvement contractor license roofing official insurance requirements New YorkGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
New York State residential roofing contractor license requirements NYC home improvement contractor roofing license insurance workers compensation official Google ↗
NYC Department Consumer and Worker Protection home improvement contractor license roofing official insurance requirements New York Google ↗
- NYC Contractor License Verification · portal.311.nyc.gov
- NY Attorney General – Contractor Licensing Information · ag.ny.gov
- Inspection Checklist: Home Improvement Contractors · nyc.gov
- Project Requirements: Contractor Permit & Insurance · nyc.gov
- NYS Open Legislation · nysenate.gov
- Home Improvement Contractor License Application Checklist · nyc.gov
- Home Improvement Fact Sheet · ag.ny.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
New York State residential roofing contractor license requirements NYC home improvement contractor roofing license insurance workers compensation official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NYC Department Consumer and Worker Protection home improvement contractor license roofing official insurance requirements New York OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |