Real ChatGPT answer · index seedFcUmDNrlV6ccompleteHome services and improvement · HVACbrand

How much money will my family actually save switching from a gas furnace to a modern heat pump in New England?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How much money will my family actually save switching from a gas furnace to a modern heat pump in New England?
3 real searches · 1 real-search pass
New England residential electricity natural gas prices 2025 2026 EIA state average residential electricity price natural gasGoogle ↗
OBSERVED
cold climate heat pump operating cost compared natural gas furnace New England efficiency savings studyGoogle ↗
OBSERVED
Massachusetts heat pump cost savings gas furnace utility 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
New England residential electricity natural gas prices 2025 2026 EIA state average residential electricity price natural gas Google ↗
cold climate heat pump operating cost compared natural gas furnace New England efficiency savings study Google ↗
Massachusetts heat pump cost savings gas furnace utility rates 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New England residential electricity natural gas prices 2025 2026 EIA state average residential electricity price natural gas
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
cold climate heat pump operating cost compared natural gas furnace New England efficiency savings study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Massachusetts heat pump cost savings gas furnace utility rates 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1