How much does it typically cost to hire a licensed technician in Austin to install a new ductless mini split air conditioner.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does it typically cost to hire a licensed technician in Austin to install a new ductless mini split air conditioner.
1 real search · 1 real-search pass
Austin TX ductless mini split installation cost 2026 licensed HVAC contractor pricingGoogle ↗
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
Austin TX ductless mini split installation cost 2026 licensed HVAC contractor pricing Google ↗
- How Much Does It Cost to Install a Mini Split in Austin, TX? · angi.com
- Ductless Mini-Split Installation in Austin: The · atxhvac.info
- Mini Split Installation in Austin, TX · hvacatx.com
- How Much Does HVAC Replacement Cost in Austin, TX? · angi.com
- Texas TDLR License Search · tdlr.texas.gov