Real ChatGPT answer · index seedBt1iTMTlhx4completeHome services and improvement · roofingcommercial
How do I vet a roofing company online to ensure they are trustworthy before hiring them for a major roof replacement
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I vet a roofing company online to ensure they are trustworthy before hiring them for a major roof replacement
1 real search · 1 real-search pass
Oklahoma roofing contractor licensing requirements insurance registration consumer protection roof replacement 2026Google ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
Oklahoma roofing contractor licensing requirements insurance registration consumer protection roof replacement 2026 Google ↗
- Oklahoma Secretary of State · sos.ok.gov
- Better Business Bureau · bbb.org
- Oklahoma State Courts Network · oscn.net
- Google Maps · google.com
- Yelp · yelp.com
- Facebook · facebook.com
- Find a GAF contractor · gaf.com
- Find an Owens Corning contractor · owenscorning.com
- CertainTeed website · certainteed.com
- Oklahoma Construction Industries Board – Roofing · oklahoma.gov
- Active Roofing Contractor Requirements · oklahoma.gov
- New Residential Roofing Endorsement Required by House Bill 1628 · oklahoma.gov
- Home Repair Tips · oklahoma.gov
- Microsoft Word - Title 59 Roofing Contractor Registration Act Eff 11-1-2025.docx · oklahoma.gov