Who has the lowest installation pricing for a single zone ductless mini split in the Twin Cities metro area for a small home addition?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Who has the lowest installation pricing for a single zone ductless mini split in the Twin Cities metro area for a small home addition?
1 real search · 1 real-search pass
Twin Cities Minnesota single zone ductless mini split installation cost installers pricing 2026Google ↗
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
Twin Cities Minnesota single zone ductless mini split installation cost installers pricing 2026 Google ↗
- Pricing and installation details · centralminnesotaheatingandcooling.com
- Ductless Mini-Splits in Minneapolis, MN · centralminnesotaheatingandcooling.com
- Published 2026 pricing · schwantesheating.com
- Ductless Mini-Split Installation Cost in 2026 · schwantesheating.com
- Mini Splits in the Twin Cities · 4-uelectric.com
- Mini Split Installation Cost Minnesota: Real 2026 Pricing · northernonehour.com
- Installation and pricing details · temperstead.com