Real ChatGPT answer · index seedyachiaXwCr0completeHome services and improvement · HVACinformational
We are building a new addition and I want to know if a modern heat pump can really keep up with freezing winters compared to a traditional gas furnace.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are building a new addition and I want to know if a modern heat pump can really keep up with freezing winters compared to a traditional gas furnace.
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
cold climate heat pump performance below zero Fahrenheit capacity low temperature DOE ENERGY STAR Google ↗
cold climate heat pump vs gas furnace new construction design sizing backup heat efficiency Google ↗
- Heat Pump Equipment Key Product Criteria · energystar.gov
- Cold Climate Heat Pump Sizing and Selection · basc.pnnl.gov
- Field Performance of Inverter-Driven Heat Pumps in Cold Climates · heatpumpdata.energy.gov
- Quick Insight: Cold Climate Heat Pumps · restservice.epri.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cold climate heat pump performance below zero Fahrenheit capacity low temperature DOE ENERGY STAR OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
cold climate heat pump vs gas furnace new construction design sizing backup heat efficiency OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |