Need recommendations for top rated local technicians who specialize in winterizing an outdoor unit and servicing heat pumps.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Need recommendations for top rated local technicians who specialize in winterizing an outdoor unit and servicing heat pumps.
1 real search · 1 real-search pass
top rated heat pump service HVAC contractors Massapequa NY winterizing outdoor condenser reviewsGoogle ↗
OBSERVEDComparison
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
top rated heat pump service HVAC contractors Massapequa NY winterizing outdoor condenser reviews Google ↗