Real ChatGPT answer · index seed8jCR4ILrXwYcompleteTelecom and utilities · energy efficiencycomparison
Are tankless water heaters from Rinnai really more cost-effective than traditional electric tank heaters when utility gas prices are this high?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are tankless water heaters from Rinnai really more cost-effective than traditional electric tank heaters when utility gas prices are this high?
3 real searches · 1 real-search pass
Dallas Texas residential natural gas price per therm 2026 utility rate Atmos Energy residential rate November 2026Google ↗
OBSERVEDReason
Dallas Texas residential electricity average cents per kWh 2026 NovemberGoogle ↗
OBSERVEDConsequence
Rinnai tankless gas water heater UEF efficiency versus electric resistance tank water heater UEF energy factorGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Dallas Texas residential natural gas price per therm 2026 utility rate Atmos Energy residential rate November 2026 Google ↗
Dallas Texas residential electricity average cents per kWh 2026 November Google ↗
Rinnai tankless gas water heater UEF efficiency versus electric resistance tank water heater UEF energy factor Google ↗
- Compare Dallas, TX Electricity Rates (2026) · energysage.com
- Council approves Atmos gas rate settlement that raises average home bill about $13 a month · richardson.city
- Water Heater Operating Cost by Type and Fuel · emberandtank.com
- Tankless 101 · rinnai.us
- Water Heater Key Product Criteria · energystar.gov
- Measure Guideline: Transitioning to a Tankless Water Heater · www1.eere.energy.gov
- Gas-Fired Tankless Water Heaters · basc.pnnl.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Dallas Texas residential natural gas price per therm 2026 utility rate Atmos Energy residential rate November 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Dallas Texas residential electricity average cents per kWh 2026 November OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Rinnai tankless gas water heater UEF efficiency versus electric resistance tank water heater UEF energy factor OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |