Real ChatGPT answer · index seed2GrwtwbLl4McompleteTelecom and utilities · water and gas utilitiescommercial
How do I calculate whether switching from an electric water heater to a gas tankless model makes financial sense for our family
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I calculate whether switching from an electric water heater to a gas tankless model makes financial sense for our family
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
residential electric water heater energy use annual kWh tankless gas efficiency DOE Energy Saver comparison Google ↗
Virginia residential electricity natural gas average rates 2026 EIA Google ↗
- Gas-Fired Tankless Water Heaters · basc.pnnl.gov
- Tankless Water Heaters vs. Storage Tank Water Heaters · consumerreports.org
- Purchasing Energy-Efficient Residential Water Heaters · energy.gov
- Water Heater Key Product Criteria · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
residential electric water heater energy use annual kWh tankless gas efficiency DOE Energy Saver comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Virginia residential electricity natural gas average rates 2026 EIA OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |