Real ChatGPT answer · index seedIjGP73QK5yQcompleteTelecom and utilities · energy efficiencyinformational

How much does a commercial geothermal heating and cooling system typically cost to install for a small business warehouse and what are the long term payback periods

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does a commercial geothermal heating and cooling system typically cost to install for a small business warehouse and what are the long term payback periods
3 real searches · 1 real-search pass
commercial geothermal heat pump installation cost per ton warehouse 2025 2026 ground loop costGoogle ↗
OBSERVEDComparison
commercial geothermal heat pump energy savings payback period commercial buildings studyGoogle ↗
OBSERVEDComparison
Virginia commercial geothermal tax incentives 2026 federal 179D geothermal 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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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 warehouse 2025 2026 ground loop cost Google ↗
commercial geothermal heat pump energy savings payback period commercial buildings study Google ↗
Virginia commercial geothermal tax incentives 2026 federal 179D geothermal heat pump Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial geothermal heat pump installation cost per ton warehouse 2025 2026 ground loop cost
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
commercial geothermal heat pump energy savings payback period commercial buildings study
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Virginia commercial geothermal tax incentives 2026 federal 179D geothermal heat pump
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1