Is it worth switching our old office gas furnace to a cold climate heat pump system given current electricity and natural gas rates?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth switching our old office gas furnace to a cold climate heat pump system given current electricity and natural gas rates?
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
2026 Michigan DTE Energy commercial electricity rates natural gas rates Sterling Heights office heating cost comparison Google ↗
cold climate heat pump Michigan winter performance COP capacity low temperature 2025 2026 Google ↗
- DTE Electric Company Rate Book for Electric Service · dteenergy.com
- Rates Effective for Gas Service · dteenergy.com
- Residential Cold Climate Heat Pump Technology Challenge · energy.gov
- Cold Climate Heat Pump Sizing and Selection · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Michigan DTE Energy commercial electricity rates natural gas rates Sterling Heights office heating cost comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
cold climate heat pump Michigan winter performance COP capacity low temperature 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |