Real ChatGPT answer · index seedxassrjLmc64completeHome services and improvement · HVACinformational

Living in the Midwest should I choose a heat pump or a gas furnace for lower monthly heating bills

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

The searches the AI actually ran for this prompt.

SEED QUERY
Living in the Midwest should I choose a heat pump or a gas furnace for lower monthly heating bills
2 real searches · 1 real-search pass
Midwest heat pump vs natural gas furnace operating cost electricity gas rates cold climate heat pump Department of EnergyGoogle ↗
OBSERVED
ENERGY STAR cold climate heat pump performance low temperatures dual fuel heating cost comparisonGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Midwest heat pump vs natural gas furnace operating cost electricity gas rates cold climate heat pump Department of Energy Google ↗
ENERGY STAR cold climate heat pump performance low temperatures dual fuel heating cost comparison Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Midwest heat pump vs natural gas furnace operating cost electricity gas rates cold climate heat pump Department of Energy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ENERGY STAR cold climate heat pump performance low temperatures dual fuel heating cost comparison
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1