Real ChatGPT answer · index seediWmRUjSuE3gcompleteTelecom and utilities · energy efficiencycommercial
Looking for unbiased reviews on whether commercial grade geothermal heating systems are worth the upfront investment for a 10 person architectural firm.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for unbiased reviews on whether commercial grade geothermal heating systems are worth the upfront investment for a 10 person architectural firm.
3 real searches · 1 real-search pass
commercial geothermal heat pump office building lifecycle cost upfront cost payback case study DOE commercial buildingsGoogle ↗
OBSERVEDReason
commercial ground source heat pump economics office buildings installation cost maintenance limitations federal incentives 2026Google ↗
OBSERVEDReason
New Jersey commercial geothermal heat pump incentives 2026 businessGoogle ↗
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
commercial geothermal heat pump office building lifecycle cost upfront cost payback case study DOE commercial buildings Google ↗
commercial ground source heat pump economics office buildings installation cost maintenance limitations federal incentives 2026 Google ↗
New Jersey commercial geothermal heat pump incentives 2026 business Google ↗
- Pathways to Commercial Liftoff: Geothermal Heating and Cooling · energy.gov
- Geothermal FAQs · energy.gov
- Geothermal Heat Pump Case Study: The Century Center · energy.gov
- Geothermal Heat Pump Case Study: Uptown Grocery · energy.gov
- Tax Credits, Incentives, and Technical Assistance for Geothermal Heat Pumps · energy.gov
- 26 U.S.C. § 48: Energy credit · uscode.house.gov
- NJDEP| Clean Buildings · dep.nj.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial geothermal heat pump office building lifecycle cost upfront cost payback case study DOE commercial buildings OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
commercial ground source heat pump economics office buildings installation cost maintenance limitations federal incentives 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
New Jersey commercial geothermal heat pump incentives 2026 business OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |