Real ChatGPT answer · index seedpHQ3Pxt3P6scompleteHome services and improvement · HVACcomparison

is a geothermal heat pump system worth the massive upfront installation cost compared to a standard air source heat pump

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

The searches the AI actually ran for this prompt.

SEED QUERY
is a geothermal heat pump system worth the massive upfront installation cost compared to a standard air source heat pump
2 real searches · 1 real-search pass
geothermal vs air source heat pump installation cost operating cost comparison United States 2025 2026 DOE ENERGY STARGoogle ↗
OBSERVED
Massachusetts geothermal heat pump incentives air source heat pump rebates 2026 Mass SaveGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
geothermal vs air source heat pump installation cost operating cost comparison United States 2025 2026 DOE ENERGY STAR Google ↗
Massachusetts geothermal heat pump incentives air source heat pump rebates 2026 Mass Save Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
geothermal vs air source heat pump installation cost operating cost comparison United States 2025 2026 DOE ENERGY STAR
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Massachusetts geothermal heat pump incentives air source heat pump rebates 2026 Mass Save
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1