Real ChatGPT answer · index seedhvXU6J01L3kcompleteTelecom and utilities · energy efficiencycomparison
is geothermal heating maintenance much more expensive than a standard HVAC system over a ten year period for a single family house
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
is geothermal heating maintenance much more expensive than a standard HVAC system over a ten year period for a single family house
2 real searches · 1 real-search pass
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)
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
geothermal heat pump maintenance costs annual maintenance ground loop lifespan DOE maintenance conventional HVAC maintenance costs Google ↗
geothermal heat pump maintenance requirements maintenance cost annual service air source heat pump comparison Google ↗
- Geothermal Heat Pumps · energy.gov
- Consumer Guide to Geothermal Heat Pumps · energy.gov
- Best Practices for Ground Source Heat Pump Operation and Maintenance · pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
geothermal heat pump maintenance costs annual maintenance ground loop lifespan DOE maintenance conventional HVAC maintenance costs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
geothermal heat pump maintenance requirements maintenance cost annual service air source heat pump comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |