Real ChatGPT answer · index seedCYfEoiXyZiAcompleteTelecom and utilities · energy efficiencyinformational
How do heat pump water heaters compare to traditional tankless gas water heaters in terms of operating costs for a small business
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do heat pump water heaters compare to traditional tankless gas water heaters in terms of operating costs for a small business
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
U.S. Department of Energy heat pump water heater efficiency energy factor 2 to 3 times conventional water heater commercial operating costs Google ↗
Virginia commercial electricity natural gas average prices 2025 EIA Google ↗
- Commercial Water Heaters · energystar.gov
- Heat Pump Water Heater Guide for Small Businesses · betterbuildingssolutioncenter.energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Energy heat pump water heater efficiency energy factor 2 to 3 times conventional water heater commercial operating costs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Virginia commercial electricity natural gas average prices 2025 EIA OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |