Real ChatGPT answer · index seedM72aHavNpGAcompleteTelecom and utilities · energy efficiencycomparison
Is a Rinnai tankless water heater actually more cost-effective than my old GE tank model for just two people living in a drafty Ohio home?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a Rinnai tankless water heater actually more cost-effective than my old GE tank model for just two people living in a drafty Ohio home?
3 real searches · 1 real-search pass
DOE tankless water heater energy savings household hot water use 2 people storage water heater efficiencyGoogle ↗
OBSERVEDComparison
Ohio residential natural gas average price 2026 electricity price residential Ohio EIAGoogle ↗
OBSERVEDShort fact
tankless water heater installation cost Rinnai versus tank water heater 2025 2026Google ↗
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). 2 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
DOE tankless water heater energy savings household hot water use 2 people storage water heater efficiency Google ↗
Ohio residential natural gas average price 2026 electricity price residential Ohio EIA Google ↗
tankless water heater installation cost Rinnai versus tank water heater 2025 2026 Google ↗
- Tankless or Demand-Type Water Heaters · webarchive-beta.loc.gov
- How Much Does a Tankless Water Heater Cost? (2026) · homeguide.com
- How Much Does Water Heater Installation or Replacement Cost? (2026) · homeguide.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
DOE tankless water heater energy savings household hot water use 2 people storage water heater efficiency OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Ohio residential natural gas average price 2026 electricity price residential Ohio EIA OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
tankless water heater installation cost Rinnai versus tank water heater 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |