Real ChatGPT answer · index seedeHBFYBPjuvIcompleteHome services and improvement · HVACinformational
What are the pros and cons of switching from oil heat to a cold climate heat pump for an elderly couple living in a rural area?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the pros and cons of switching from oil heat to a cold climate heat pump for an elderly couple living in a rural area?
3 real searches · 1 real-search pass
U.S. Department of Energy cold climate heat pumps performance low temperatures backup heating sizing guidanceGoogle ↗
OBSERVEDComparison
ENERGY STAR cold climate heat pump criteria low temperature capacity COPGoogle ↗
OBSERVEDComparison
DOE heat pump oil heating operating cost comparison electricity fuel prices calculatorGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 2 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
U.S. Department of Energy cold climate heat pumps performance low temperatures backup heating sizing guidance Google ↗
ENERGY STAR cold climate heat pump criteria low temperature capacity COP Google ↗
DOE heat pump oil heating operating cost comparison electricity fuel prices calculator Google ↗
- Air-Source Heat Pumps · energystar.gov
- Heat Pump Systems · energy.gov
- Cold Climate Heat Pump Sizing and Selection · basc.pnnl.gov
- NEEA Cold Climate DHP Specification and Recommendations 2.0 · neea.org
- Heat Pump Equipment Key Product Criteria · energystar.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Energy cold climate heat pumps performance low temperatures backup heating sizing guidance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR cold climate heat pump criteria low temperature capacity COP OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
DOE heat pump oil heating operating cost comparison electricity fuel prices calculator OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |