Need to replace my entire HVAC system today and trying to decide between a heat pump and a gas furnace for our cold winters.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Need to replace my entire HVAC system today and trying to decide between a heat pump and a gas furnace for our cold winters.
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
Turlock California 2026 residential electricity rates Turlock Irrigation District natural gas rates heat pump operating cost comparison Google ↗
US Department of Energy cold climate heat pumps performance low temperatures guidance Google ↗
- Rate Update · tid.org
- Turlock Irrigation District Electricity Rates (CA, August 2026): 18.14¢/kWh, $231.17 Average Bill · energyfactbook.com
- Air-Source Heat Pumps · energystar.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 |
|---|---|---|---|---|---|---|---|
Turlock California 2026 residential electricity rates Turlock Irrigation District natural gas rates heat pump operating cost comparison OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
US Department of Energy cold climate heat pumps performance low temperatures guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |