Where can I check consumer reviews and complaint histories for emergency HVAC repair contractors operating in my zip code before I sign an estimate
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I check consumer reviews and complaint histories for emergency HVAC repair contractors operating in my zip code before I sign an estimate
1 real search · 1 real-search pass
Pennsylvania official HVAC contractor home improvement contractor registration lookup complaints Attorney General consumer protection BBB complaint searchGoogle ↗
OBSERVEDReason
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
Pennsylvania official HVAC contractor home improvement contractor registration lookup complaints Attorney General consumer protection BBB complaint search Google ↗
- Home Improvement Contractor Verification · attorneygeneral.gov
- Home Improvement Contractor Registration · attorneygeneral.gov
- Better Business Bureau · bbb.org
- File a Consumer Complaint · attorneygeneral.gov
- Google Maps reviews · google.com
- Yelp · yelp.com
- Angi · angi.com
- HomeAdvisor · homeadvisor.com
- HOME IMPROVEMENT Consumer Protection Act · attorneygeneral.gov
- Frequently Asked Questions · attorneygeneral.gov