Real ChatGPT answer · index seedIS0Qetwh6JgcompleteHome services and improvement · HVACinformational
How does the average monthly electric bill for HVAC change when switching from an old oil furnace to a modern high efficiency heat pump system?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the average monthly electric bill for HVAC change when switching from an old oil furnace to a modern high efficiency heat pump system?
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
Chattanooga Tennessee residential electricity price 2025 2026 average cents kWh EIA Google ↗
heat pump vs oil furnace operating cost efficiency seasonal performance DOE heat pump oil furnace comparison Google ↗
- City of Chattanooga rates: 12.92 cents per kWh in 2025 (TN) · powerbillfacts.com
- City of Chattanooga Electric Rates and Average Bill (2025) · kilowattatlas.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Chattanooga Tennessee residential electricity price 2025 2026 average cents kWh EIA OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
heat pump vs oil furnace operating cost efficiency seasonal performance DOE heat pump oil furnace comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |