Real ChatGPT answer · index seedwlrsGyvMum4completeTelecom and utilities · energy efficiencycomparison

Are vertical loop geothermal heating systems significantly more expensive to install than horizontal loops for a standalone suburban dental office with limited yard space?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are vertical loop geothermal heating systems significantly more expensive to install than horizontal loops for a standalone suburban dental office with limited yard space?
2 real searches · 1 real-search pass
commercial geothermal vertical vs horizontal ground loop installation cost comparison drilling cost small commercial building dental officeGoogle ↗
OBSERVEDComparison
Virginia geothermal heat pump commercial vertical horizontal loop cost soil geology permitting installationGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
commercial geothermal vertical vs horizontal ground loop installation cost comparison drilling cost small commercial building dental office Google ↗
Virginia geothermal heat pump commercial vertical horizontal loop cost soil geology permitting installation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial geothermal vertical vs horizontal ground loop installation cost comparison drilling cost small commercial building dental office
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Virginia geothermal heat pump commercial vertical horizontal loop cost soil geology permitting installation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1