Is a gas furnace really more reliable during sub zero winter storms than a modern cold climate heat pump
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a gas furnace really more reliable during sub zero winter storms than a modern cold climate heat pump
1 real search · 1 real-search pass
cold climate heat pump performance subzero temperatures DOE cold climate heat pump gas furnace reliability power outageGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
cold climate heat pump performance subzero temperatures DOE cold climate heat pump gas furnace reliability power outage Google ↗
- Performance Results from DOE Cold Climate Heat Pump Challenge Field Validation | Report · pnnl.gov
- Residential Cold-Climate Heat Pump Technology Challenge · energy.gov
- NREL Field Validation of Air-Source Heat Pumps for Cold Climates 2021-2023 · heatpumpdata.energy.gov
- NREL Field Validation of Air-Source Heat Pumps for Cold Climates 2021-2023 · heatpumpdata.energy.gov