Real ChatGPT answer · index seedv6fD8sVYHDMcompleteTelecom and utilities · energy efficiencyinformational
What factors influence the total installation cost of a geothermal heating system for a small commercial property in Northern California
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What factors influence the total installation cost of a geothermal heating system for a small commercial property in Northern California
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). 2 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
commercial geothermal heat pump installation cost factors ground loop drilling thermal conductivity building load Google ↗
California commercial ground source heat pump permitting incentives 2026 Northern California Google ↗
- Geothermal System Design Considerations · trane.com
- CHAPTER 35. GROUND-SOURCE HEAT PUMPS AND GEOTHERMAL ENERGY · handbook.ashrae.org
- Commercial Heat Pump HVAC Program · paloalto.gov
- Tax Credits, Incentives, and Technical Assistance for Geothermal Heat Pumps · energy.gov
- Pathways to Commercial Liftoff: Geothermal Heating and Cooling · energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial geothermal heat pump installation cost factors ground loop drilling thermal conductivity building load OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
California commercial ground source heat pump permitting incentives 2026 Northern California OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |