Real ChatGPT answer · index seedpzDiuQP0vfMcompleteHome services and improvement · HVACinformational
How much does a commercial grade heat pump system actually save on monthly utility bills compared to an aging gas setup?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does a commercial grade heat pump system actually save on monthly utility bills compared to an aging gas setup?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Philadelphia Pennsylvania commercial electricity rates 2026 commercial natural gas rates utility tariffs PECO Google ↗
commercial heat pump seasonal COP versus gas furnace efficiency energy cost comparison commercial buildings Google ↗
- Commercial Natural Gas · active.paenergyratings.com
- Commercial Electricity · active.paenergyratings.com
- Seasonal Performance Differences and Monthly Bill Impacts · aga.org
- ACEEE Report · aceee.org
- Building Technologies & Urban Systems Division · eta-publications.lbl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Philadelphia Pennsylvania commercial electricity rates 2026 commercial natural gas rates utility tariffs PECO OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
commercial heat pump seasonal COP versus gas furnace efficiency energy cost comparison commercial buildings OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |