Real ChatGPT answer · index seedaPFNCWppjF0completeTelecom and utilities · energy efficiencyinformational
Is geothermal heating cheaper to run than a standard heat pump over a ten year period for a family of four?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is geothermal heating cheaper to run than a standard heat pump over a ten year period for a family of four?
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 heat pump vs air source heat pump installation cost operating savings efficiency US Department of Energy 2025 Google ↗
Georgia residential electricity rates heating cooling degree days heat pump geothermal costs 2025 Google ↗
- Pump Up Your Savings with Heat Pumps · energy.gov
- Geothermal Heat Pumps · energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
geothermal heat pump vs air source heat pump installation cost operating savings efficiency US Department of Energy 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Georgia residential electricity rates heating cooling degree days heat pump geothermal costs 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |