Find me highly-rated HVAC installers in Spring Valley Las Vegas who specialize in custom ductless mini split integrations for historic homes
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Find me highly-rated HVAC installers in Spring Valley Las Vegas who specialize in custom ductless mini split integrations for historic homes
1 real search · 1 real-search pass
Spring Valley Las Vegas HVAC contractors ductless mini split installation custom retrofit historic homes reviewsGoogle ↗
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
Spring Valley Las Vegas HVAC contractors ductless mini split installation custom retrofit historic homes reviews Google ↗
- Ductless installation services · alpineairlv.com
- Nevada Residential Services Air Conditioning & Heating · yelp.com
- Best HVAC Contractors in Spring Valley, NV (2026): 395 Ranked · contractorsranked.com
- Ductless Mini-Splits · leesairlasvegas.com
- Breezy Blast Spring Valley mini-split services · breezyblast.com