Real ChatGPT answer · index seedU7D0HMYmTmIcompleteHome services and improvement · HVACbrand

How much should a reputable contractor charge for labor and materials when installing a multi zone ductless mini split in an older home

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much should a reputable contractor charge for labor and materials when installing a multi zone ductless mini split in an older home
2 real searches · 1 real-search pass
2026 installed cost multi zone ductless mini split 3 4 5 zones labor materials older home Northeast HVAC pricingGoogle ↗
OBSERVEDInstruction
ductless mini split multi zone installation cost per zone 2026 labor equipment electrical older home United StatesGoogle ↗
OBSERVEDInstruction

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 (2)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2026 installed cost multi zone ductless mini split 3 4 5 zones labor materials older home Northeast HVAC pricing Google ↗
ductless mini split multi zone installation cost per zone 2026 labor equipment electrical older home United States Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 installed cost multi zone ductless mini split 3 4 5 zones labor materials older home Northeast HVAC pricing
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
ductless mini split multi zone installation cost per zone 2026 labor equipment electrical older home United States
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1