Real ChatGPT answer · index seedwMo3x8xTDXscompleteHome services and improvement · HVACinformational
Why do quotes for mini split installations vary so wildly between different local contractors for the exact same equipment brand?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do quotes for mini split installations vary so wildly between different local contractors for the exact same equipment brand?
1 real search · 1 real-search pass
mini split installation cost factors contractor quotes labor electrical refrigerant line set permits Manual J HVACGoogle ↗
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
mini split installation cost factors contractor quotes labor electrical refrigerant line set permits Manual J HVAC Google ↗
- Interview on Heat Pump Pricing with Jonathan Moscatello of the Heat Pump Store in Portland, Oregon · docs.cpuc.ca.gov
- Ductless Mini-Split Heat Pump Cost · ma-eeac.org