Real ChatGPT answer · index seedg8KlMXHoqv4completeTelecom and utilities · water and gas utilitiescommercial
comparing tankless versus traditional gas water heaters for a family of four looking to cut utility costs
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
comparing tankless versus traditional gas water heaters for a family of four looking to cut utility costs
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).
Searches and sources
ChatGPT2 real searches · gpt-6
U.S. Department of Energy tankless water heaters 24% 34% energy savings 41 gallons 86 gallons Google ↗
2026 tankless gas water heater installation cost versus tank water heater cost United States Google ↗
- Tankless or Demand-Type Water Heaters · webarchive-beta.loc.gov
- 2024 Quick Reference Guide · energystar.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 tankless water heaters 24% 34% energy savings 41 gallons 86 gallons OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
2026 tankless gas water heater installation cost versus tank water heater cost United States OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |