Which is better for energy bills in the Midwest right now, a hybrid dual fuel heat pump or sticking with a standard high efficiency gas furnace
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which is better for energy bills in the Midwest right now, a hybrid dual fuel heat pump or sticking with a standard high efficiency gas furnace
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).
Searches and sources
ChatGPT2 real searches · gpt-6
2026 Midwest residential electricity prices natural gas prices EIA 2026 heat pump operating cost comparison dual fuel furnace Google ↗
Midwest heat pump dual fuel economic comparison electricity natural gas price balance point 2026 Google ↗
- Winter Heating Costs 2026-27 by Fuel and Region · energybs.com
- Short-Term Energy Outlook · eia.gov
- How a dual fuel heat pump system with natural gas backup balances emissions reduction with savings. · mnashp.org
- Switchover Guide · goelectric.comed.com
- Designing for Electrification: Pairing a cold climate heat pump with an efficient gas furnace · mnashp.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Midwest residential electricity prices natural gas prices EIA 2026 heat pump operating cost comparison dual fuel furnace OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Midwest heat pump dual fuel economic comparison electricity natural gas price balance point 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |