What factors contribute the most to the total installed cost of a geothermal heat pump system versus a traditional air-source setup in a cold climate zone?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What factors contribute the most to the total installed cost of a geothermal heat pump system versus a traditional air-source setup in a cold climate zone?
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
geothermal vs air source heat pump installed cost ground loop drilling cost cold climate DOE Energy Saver Google ↗
air source heat pumps cold climates installation costs geothermal ground source heat pump costs NREL Google ↗
- Cold Climate Air Source Heat Pumps · nrel.gov
- Consumer Guide to Geothermal Heat Pumps · energy.gov
- Geothermal Heat Pumps · energy.gov
- Pathways to Commercial Liftoff: Geothermal Heating and Cooling · energy.gov
- Ground-Source Heat Pumps · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
geothermal vs air source heat pump installed cost ground loop drilling cost cold climate DOE Energy Saver OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
air source heat pumps cold climates installation costs geothermal ground source heat pump costs NREL OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |