Real ChatGPT answer · index seedAlzACaHz3KccompleteHome services and improvement · HVACcommercial

Which is more cost-effective to run for a 2000 sq ft commercial workshop in the Northeast: a modern hybrid heat pump or a high-efficiency gas furnace?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which is more cost-effective to run for a 2000 sq ft commercial workshop in the Northeast: a modern hybrid heat pump or a high-efficiency gas furnace?
2 real searches · 1 real-search pass
Northeast US commercial electricity prices natural gas prices 2025 EIA state commercial ratesGoogle ↗
OBSERVED
cold climate heat pump operating costs COP low temperatures furnace efficiency comparison commercial building NortheastGoogle ↗
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
Northeast US commercial electricity prices natural gas prices 2025 EIA state commercial rates Google ↗
cold climate heat pump operating costs COP low temperatures furnace efficiency comparison commercial building Northeast Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Northeast US commercial electricity prices natural gas prices 2025 EIA state commercial rates
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
cold climate heat pump operating costs COP low temperatures furnace efficiency comparison commercial building Northeast
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1