Real ChatGPT answer · index seedCPBy5JLbAxccompleteHome services and improvement · HVACcommercial

I live in a drafty 1970s ranch house and I am trying to decide whether I should replace my aging gas furnace with a modern heat pump or stick with gas, keeping local winter electricity rates in mind.

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

SEED QUERY
I live in a drafty 1970s ranch house and I am trying to decide whether I should replace my aging gas furnace with a modern heat pump or stick with gas, keeping local winter electricity rates in mind.
2 real searches · 1 real-search pass
New York City Con Edison residential electricity delivery supply rates winter 2026 cents per kWh natural gas residential rates therm 2026Google ↗
OBSERVED
cold climate heat pump operating cost comparison New York City gas furnace electricity rates heat pump COP NYSERDAGoogle ↗
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
New York City Con Edison residential electricity delivery supply rates winter 2026 cents per kWh natural gas residential rates therm 2026 Google ↗
cold climate heat pump operating cost comparison New York City gas furnace electricity rates heat pump COP NYSERDA Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New York City Con Edison residential electricity delivery supply rates winter 2026 cents per kWh natural gas residential rates therm 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
cold climate heat pump operating cost comparison New York City gas furnace electricity rates heat pump COP NYSERDA
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1