Real ChatGPT answer · index seedIdgposZVOMIcompleteTelecom and utilities · energy efficiencycomparison
Compare the total cost of ownership for a commercial geothermal heat pump versus a high efficiency gas furnace and AC split system for a suburban accounting office.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the total cost of ownership for a commercial geothermal heat pump versus a high efficiency gas furnace and AC split system for a suburban accounting office.
3 real searches · 1 real-search pass
commercial geothermal heat pump installation cost per ton commercial building lifecycle cost ground source heat pump DOEGoogle ↗
OBSERVEDComparison
Pennsylvania commercial electricity price natural gas price 2025 EIAGoogle ↗
OBSERVEDShort fact
commercial geothermal heat pump tax credits 2026 Section 48E 179D geothermal current incentivesGoogle ↗
OBSERVEDConsequence
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 installation cost per ton commercial building lifecycle cost ground source heat pump DOE Google ↗
Pennsylvania commercial electricity price natural gas price 2025 EIA Google ↗
commercial geothermal heat pump tax credits 2026 Section 48E 179D geothermal current incentives Google ↗
- Pathways to Commercial Liftoff: Geothermal Heating and Cooling · energy.gov
- Tax Credits, Incentives, and Technical Assistance for Geothermal Heat Pumps · energy.gov
- Pennsylvania Electricity Profile 2024 · eia.gov
- Pennsylvania Natural Gas Prices · eia.gov
- Energy efficient commercial buildings deduction · irs.gov
- Instructions for Form 7205 (12/2025) · irs.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial geothermal heat pump installation cost per ton commercial building lifecycle cost ground source heat pump DOE OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Pennsylvania commercial electricity price natural gas price 2025 EIA OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
commercial geothermal heat pump tax credits 2026 Section 48E 179D geothermal current incentives OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |