Real ChatGPT answer · index seedDJcS85exxWQcompleteTelecom and utilities · energy efficiencyinformational
Is it true that installing a geothermal heat pump can completely replace our need for natural gas, and what is the typical payback period in Northern California?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it true that installing a geothermal heat pump can completely replace our need for natural gas, and what is the typical payback period in Northern California?
3 real searches · 1 real-search pass
Northern California residential geothermal heat pump installation cost payback period electricity natural gas rates 2025 2026Google ↗
OBSERVEDComparison
California geothermal heat pump incentives federal tax credit 2026 residential ground source heat pumpGoogle ↗
OBSERVEDComparison
DOE geothermal heat pump efficiency operating costs payback residential ground source heat pumpGoogle ↗
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
Northern California residential geothermal heat pump installation cost payback period electricity natural gas rates 2025 2026 Google ↗
California geothermal heat pump incentives federal tax credit 2026 residential ground source heat pump Google ↗
DOE geothermal heat pump efficiency operating costs payback residential ground source heat pump Google ↗
- Consumer Guide to Geothermal Heat Pumps · energy.gov
- Geothermal Heat Pumps · energy.gov
- 2025 Single Family AC2HP Cost-Effectiveness Analysis · bayareareachcodes.org
- Residential Clean Energy Credit · irs.gov
- Instructions for Form 5695 (2025) · irs.gov
- Pump Up Your Savings with Heat Pumps · energy.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Northern California residential geothermal heat pump installation cost payback period electricity natural gas rates 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
California geothermal heat pump incentives federal tax credit 2026 residential ground source heat pump OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
DOE geothermal heat pump efficiency operating costs payback residential ground source heat pump OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |