I am a recent grad buying my first townhouse and trying to figure out if tankless water heaters actually save enough money on electric bills to justify the higher price tag
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am a recent grad buying my first townhouse and trying to figure out if tankless water heaters actually save enough money on electric bills to justify the higher price tag
3 real searches · 1 real-search pass
U.S. Department of Energy tankless water heaters energy savings storage water heaters electric tankless installation costsGoogle ↗
OBSERVEDComparison
ENERGY STAR water heater savings tankless electric storage water heater energy factor 2026Google ↗
OBSERVEDShort fact
Florida residential electricity average price cents per kWh EIA 2025 2026Google ↗
OBSERVEDConsequence
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). 3 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
U.S. Department of Energy tankless water heaters energy savings storage water heaters electric tankless installation costs Google ↗
ENERGY STAR water heater savings tankless electric storage water heater energy factor 2026 Google ↗
Florida residential electricity average price cents per kWh EIA 2025 2026 Google ↗
- Tankless or Demand-Type Water Heaters · webarchive-beta.loc.gov
- Florida electricity prices, August 2026 · powerbillfacts.com
- Tankless Water Heaters vs. Storage Tank Water Heaters · consumerreports.org
- Save More with ENERGY STAR Certified Heat Pump Water Heaters · energystar.gov
Queries
3 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 energy savings storage water heaters electric tankless installation costs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR water heater savings tankless electric storage water heater energy factor 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Florida residential electricity average price cents per kWh EIA 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |