Real ChatGPT answer · index seedDwuQ0WIeiuccompleteTelecom and utilities · energy efficiencycomparison
How do geothermal heating installation costs for a small commercial building compare to a modern variable refrigerant flow HVAC system in New England?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do geothermal heating installation costs for a small commercial building compare to a modern variable refrigerant flow HVAC system in New England?
3 real searches · 1 real-search pass
2026 commercial geothermal heat pump installation cost per ton ground loop New England small commercial buildingGoogle ↗
OBSERVEDComparison
2026 commercial VRF HVAC installation cost per ton small commercial building NortheastGoogle ↗
OBSERVEDOther / navigational
Massachusetts commercial geothermal heat pump incentives 2026 federal tax credit commercial geothermalGoogle ↗
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
2026 commercial geothermal heat pump installation cost per ton ground loop New England small commercial building Google ↗
2026 commercial VRF HVAC installation cost per ton small commercial building Northeast Google ↗
Massachusetts commercial geothermal heat pump incentives 2026 federal tax credit commercial geothermal Google ↗
- Geothermal Systems for Commercial Buildings: Schools, Churches, Offices & Multi-Family · geothermalinsider.com
- Commercial HVAC Costs in Camelot Estates · okatmechanical.com
- 2025 U.S. Geothermal Market Report NATIONAL LABO · docs.nlr.gov
- Mass Save · masssave.com
- Mass Save · masssave.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 commercial geothermal heat pump installation cost per ton ground loop New England small commercial building OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 commercial VRF HVAC installation cost per ton small commercial building Northeast OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Massachusetts commercial geothermal heat pump incentives 2026 federal tax credit commercial geothermal OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |