Real ChatGPT answer · index seedEna4kOJT2g4completeHome services and improvement · HVACcommercial

Is a heat pump better than a gas furnace for a drafty old house in the Midwest with high winter gas bills

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Is a heat pump better than a gas furnace for a drafty old house in the Midwest with high winter gas bills
2 real searches · 1 real-search pass
cold climate heat pump Midwest old drafty house dual fuel furnace energy efficiency guidance DOEGoogle ↗
OBSERVED
heat pump vs gas furnace operating cost calculator electricity natural gas price balance point MidwestGoogle ↗
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
cold climate heat pump Midwest old drafty house dual fuel furnace energy efficiency guidance DOE Google ↗
heat pump vs gas furnace operating cost calculator electricity natural gas price balance point Midwest Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
cold climate heat pump Midwest old drafty house dual fuel furnace energy efficiency guidance DOE
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
heat pump vs gas furnace operating cost calculator electricity natural gas price balance point Midwest
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1