Real ChatGPT answer · index seedcevyFCZTuQ4completeHome services and improvement · HVACinformational
My contractor is quoting me today and I need to know quickly whether I should choose between a heat pump and a gas furnace for New England weather.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My contractor is quoting me today and I need to know quickly whether I should choose between a heat pump and a gas furnace for New England weather.
2 real searches · 1 real-search pass
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 England heat pump vs gas furnace operating costs electricity natural gas rates 2026 cold climate Google ↗
cold climate heat pumps New England winter performance efficiency below zero DOE Mass Save incentives 2026 Google ↗
- Massachusetts Household Heating Costs · mass.gov
- Table 4: Estimated Cost of Heat Delivered by Fuel in Winter 2024-25 · mass.gov
- Cold Climate Heat Pump Sizing and Selection · basc.pnnl.gov
- Heat Pump Systems · energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
New England heat pump vs gas furnace operating costs electricity natural gas rates 2026 cold climate OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
cold climate heat pumps New England winter performance efficiency below zero DOE Mass Save incentives 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |