Real ChatGPT answer · index seedenZvYEUykg8completeTelecom and utilities · energy efficiencyinformational

What are the current installation cost estimates for geothermal heating in small commercial office spaces in Northern California?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current installation cost estimates for geothermal heating in small commercial office spaces in Northern California?
3 real searches · 1 real-search pass
2026 commercial ground source heat pump installation cost per ton United States vertical horizontal loop costGoogle ↗
OBSERVEDComparison
California commercial geothermal heat pump installation incentives 2026 nonresidential Northern CaliforniaGoogle ↗
OBSERVEDComparison
ground source heat pump commercial building cost case study installation cost per square footGoogle ↗
OBSERVEDReason

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 / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / 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
2026 commercial ground source heat pump installation cost per ton United States vertical horizontal loop cost Google ↗
California commercial geothermal heat pump installation incentives 2026 nonresidential Northern California Google ↗
ground source heat pump commercial building cost case study installation cost per square foot Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 commercial ground source heat pump installation cost per ton United States vertical horizontal loop cost
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
California commercial geothermal heat pump installation incentives 2026 nonresidential Northern California
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
ground source heat pump commercial building cost case study installation cost per square foot
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1