Real ChatGPT answer · index seedG8kcg0xz4oUcompleteHome services and improvement · roofinginformational
Where can I find reliable reviews for local roofing contractors that are not fake or paid advertisements?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I find reliable reviews for local roofing contractors that are not fake or paid advertisements?
1 real search · 1 real-search pass
how to evaluate roofing contractor reviews fake reviews FTC consumer advice BBB licensing insurance references roofing contractor Kansas City MissouriGoogle ↗
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
how to evaluate roofing contractor reviews fake reviews FTC consumer advice BBB licensing insurance references roofing contractor Kansas City Missouri Google ↗
- BBB website · bbb.org
- Google Maps · google.com
- Angi website · angi.com
- Yelp · yelp.com
- Nextdoor · nextdoor.com
- Reddit · reddit.com
- Verify Kansas roofers · ag.ks.gov
- Roofing Information for Consumers · ag.ks.gov
- Consumer Alert: Weekend storm damage could attract unregistered contractors | News List · ag.ks.gov
- Missouri consumer protection · ago.mo.gov
- How To Avoid a Home Improvement Scam · consumer.ftc.gov
- Selecting a Contractor · nrca.net