Real ChatGPT answer · index seedRvU2kpcpOd0completeHome services and improvement · HVAChowto

We live in Ohio and are trying to choose between a heat pump and gas furnace replacement right now because our old system died during a cold snap. Which one is cheaper to run with current utility rates and what are the local contractor rebates?

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

The searches the AI actually ran for this prompt.

SEED QUERY
We live in Ohio and are trying to choose between a heat pump and gas furnace replacement right now because our old system died during a cold snap. Which one is cheaper to run with current utility rates and what are the local contractor rebates?
2 real searches · 1 real-search pass
Ohio 2026 residential electricity rates natural gas rates utility tariffs heat pump operating costGoogle ↗
OBSERVED
Ohio 2026 heat pump rebates utility incentives contractor rebates Columbia Gas AEP Ohio Duke Energy AES OhioGoogle ↗
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
Ohio 2026 residential electricity rates natural gas rates utility tariffs heat pump operating cost Google ↗
Ohio 2026 heat pump rebates utility incentives contractor rebates Columbia Gas AEP Ohio Duke Energy AES Ohio Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ohio 2026 residential electricity rates natural gas rates utility tariffs heat pump operating cost
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Ohio 2026 heat pump rebates utility incentives contractor rebates Columbia Gas AEP Ohio Duke Energy AES Ohio
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1