Real ChatGPT answer · index seedwh6i9MkbGfYcompleteTelecom and utilities · water and gas utilitiesbrand
What are the best alternatives to using National Grid for home heating in the Northeast during the winter months?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best alternatives to using National Grid for home heating in the Northeast during the winter months?
3 real searches · 1 real-search pass
Northeast home heating alternatives cold climate heat pumps geothermal wood pellets propane oil efficiency DOE 2026Google ↗
OBSERVEDComparison
cold climate heat pump performance Northeast winter efficiency DOE ENERGY STARGoogle ↗
OBSERVEDOther / navigational
Northeast state heat pump incentives 2026 official Mass Save NYSERDA Efficiency VermontGoogle ↗
OBSERVEDComparison
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.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Northeast home heating alternatives cold climate heat pumps geothermal wood pellets propane oil efficiency DOE 2026 Google ↗
cold climate heat pump performance Northeast winter efficiency DOE ENERGY STAR Google ↗
Northeast state heat pump incentives 2026 official Mass Save NYSERDA Efficiency Vermont Google ↗
- Heat Pumps for Cold Climates - Do They Work? : NYS Clean Heat · cleanheat.ny.gov
- Heat Pump Equipment Key Product Criteria · energystar.gov
- Heat Pump Systems · energy.gov
- Heating & Cooling Systems · nyserda.ny.gov
- Geothermal Heating & Cooling · energy.gov
- Air-Source Heat Pumps · energystar.gov
- Mass Save · masssave.com
- Air Source Heat Pumps | Residential · masssave.com
- NYS Clean Heat · cleanheat.ny.gov
- New Efficient Homes New York: Heat Pump Incentive · nyserda.ny.gov
- Efficiency Vermont · efficiencyvermont.com
- Energize Connecticut · energizect.com
- Rhode Island Office of Energy Resources · energy.ri.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Northeast home heating alternatives cold climate heat pumps geothermal wood pellets propane oil efficiency DOE 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
cold climate heat pump performance Northeast winter efficiency DOE ENERGY STAR OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Northeast state heat pump incentives 2026 official Mass Save NYSERDA Efficiency Vermont OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |