Real ChatGPT answer · index seedWp39lxas9OocompleteHome services and improvement · HVACinformational
What is the best way to search for 24-hour emergency HVAC repair companies that have good reviews from actual local customers rather than paid ads?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to search for 24-hour emergency HVAC repair companies that have good reviews from actual local customers rather than paid ads?
1 real search · 1 real-search pass
how to spot fake online reviews FTC consumer advice fake reviews HVAC contractor verify license Wisconsin emergency HVAC reviewsGoogle ↗
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 spot fake online reviews FTC consumer advice fake reviews HVAC contractor verify license Wisconsin emergency HVAC reviews Google ↗
- Search Google Maps · maps.google.com
- Search Yelp · yelp.com
- Search BBB · bbb.org
- How To Evaluate Online Reviews · consumer.ftc.gov
- FTC warns businesses about fake reviews · consumer.ftc.gov
- DATCP Home Home Improvement Consumer Tips · datcp.wi.gov
- Wisconsin Department of Justice Consumer Protection Concerns · wisdoj.gov