Real ChatGPT answer · index seedA0HoMhEEjt4completeTelecom and utilities · energy efficiencycommercial

Evaluate the pros and cons of combining a ductless mini-split heat pump with an existing geothermal heating loop for zoning efficiency.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate the pros and cons of combining a ductless mini-split heat pump with an existing geothermal heating loop for zoning efficiency.
2 real searches · 1 real-search pass
hybrid geothermal heat pump ductless mini split supplemental zoning efficiency cold climate heat pump COP ground source air sourceGoogle ↗
OBSERVEDComparison
ENERGY STAR geothermal heat pump efficiency ground source heat pump COP ductless mini split zoning guidanceGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
hybrid geothermal heat pump ductless mini split supplemental zoning efficiency cold climate heat pump COP ground source air source Google ↗
ENERGY STAR geothermal heat pump efficiency ground source heat pump COP ductless mini split zoning guidance Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
hybrid geothermal heat pump ductless mini split supplemental zoning efficiency cold climate heat pump COP ground source air source
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
ENERGY STAR geothermal heat pump efficiency ground source heat pump COP ductless mini split zoning guidance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1