Real ChatGPT answer · index seed3OUoxgEvg60completeHome services and improvement · HVACcomparison

Should I replace my aging gas furnace with a commercial heat pump right now given current utility rates in Ohio

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Should I replace my aging gas furnace with a commercial heat pump right now given current utility rates in Ohio
3 real searches · 1 real-search pass
Ohio residential electricity rates 2026 average cents per kWh utility rates October 2026 EIAGoogle ↗
OBSERVED
Ohio residential natural gas prices 2026 utility rates October 2026 EIAGoogle ↗
OBSERVED
Ohio heat pump operating cost gas furnace break even electricity natural gas rates 2026Google ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Ohio residential electricity rates 2026 average cents per kWh utility rates October 2026 EIA Google ↗
Ohio residential natural gas prices 2026 utility rates October 2026 EIA Google ↗
Ohio heat pump operating cost gas furnace break even electricity natural gas rates 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ohio residential electricity rates 2026 average cents per kWh utility rates October 2026 EIA
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Ohio residential natural gas prices 2026 utility rates October 2026 EIA
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Ohio heat pump operating cost gas furnace break even electricity natural gas rates 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1