Real ChatGPT answer · index seedJ6YkQWmnX5ccompleteHome services and improvement · HVACinformational
How do I check online reviews to find a reliable local HVAC contractor who will not overcharge a recent college grad for a basic refrigerant recharge
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I check online reviews to find a reliable local HVAC contractor who will not overcharge a recent college grad for a basic refrigerant recharge
1 real search · 1 real-search pass
how to vet HVAC contractor online reviews refrigerant recharge leak diagnosis consumer advice FTC DOEGoogle ↗
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 vet HVAC contractor online reviews refrigerant recharge leak diagnosis consumer advice FTC DOE Google ↗
- Google Reviews · google.com
- Yelp · yelp.com
- Better Business Bureau · bbb.org
- Nextdoor · nextdoor.com
- HVAC Learning Center | Before You Buy · goodmanmfg.com
- TDCI: Don’t Let Air Conditioning Repair Scams Leave You Hot · tn.gov
- Texas Department of Licensing and Regulation (TDLR) · tdlr.texas.gov
- How To Avoid a Home Improvement Scam · consumer.ftc.gov
- How to Choose an HVAC Contractor (2026) · consumeraffairs.com