Real ChatGPT answer · index seedRsGY9I6PfNYcompleteTelecom and utilities · energy efficiencycommercial
We need to replace our leaking water heater immediately and I am trying to figure out if a tankless model will actually lower my gas bill enough to justify the upfront cost.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to replace our leaking water heater immediately and I am trying to figure out if a tankless model will actually lower my gas bill enough to justify the upfront cost.
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). 2 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 tankless water heater energy savings 8% 14% gas storage household hot water use Google ↗
ENERGY STAR gas tankless water heater savings installation cost venting gas line Google ↗
- Save More with ENERGY STAR Gas Tankless Water Heaters · energystar.gov
- Tankless or Demand-Type Water Heaters · webarchive-beta.loc.gov
- Whole Home Tankless Gas Water Heaters · energystar.gov
- Gas-Fired Tankless Water Heaters · basc.pnnl.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 heater energy savings 8% 14% gas storage household hot water use OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
ENERGY STAR gas tankless water heater savings installation cost venting gas line OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |