Real ChatGPT answer · index seedYUCsPlVKjdscompleteTelecom and utilities · energy efficiencycommercial
Are low flow showerheads really going to lower my gas bill today or is that just a myth for apartments?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are low flow showerheads really going to lower my gas bill today or is that just a myth for apartments?
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 low-flow showerheads water heating energy savings apartment gas bill Google ↗
ENERGY STAR WaterSense low-flow showerhead hot water energy savings gas water heating apartment individual shared water heater Google ↗
- Showerheads · epa.gov
- Shower Better · epa.gov
- WaterSense at Work Section 3.4: Showerheads and Diverters · epa.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 low-flow showerheads water heating energy savings apartment gas bill OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR WaterSense low-flow showerhead hot water energy savings gas water heating apartment individual shared water heater OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |