Real ChatGPT answer · index seedmkyPdKHlnxscompleteHome services and improvement · HVACinformational

Is it better to upgrade our old office building to a ductless mini split system or replace the central ducted heat pump?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to upgrade our old office building to a ductless mini split system or replace the central ducted heat pump?
1 real search · 1 real-search pass
U.S. Department of Energy duct losses heat pumps ductless mini split systems commercial building HVAC retrofit guidanceGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
U.S. Department of Energy duct losses heat pumps ductless mini split systems commercial building HVAC retrofit guidance Google ↗
  1. Split Systems · hvacresourcemap.nlr.gov
  2. Decarbonizing Building Thermal Systems: A How-to Guide for Heat Pump Systems and Beyond · betterbuildingssolutioncenter.energy.gov
  3. HVAC (Space Heating, Ventilation, and Air Conditioning) System Retrofits · betterbuildingssolutioncenter.energy.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
U.S. Department of Energy duct losses heat pumps ductless mini split systems commercial building HVAC retrofit guidance
OBSERVED
Google ↗
AI Mode ↗
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