Are low flow showerhead savings actually noticeable on a monthly water bill or is it just a marketing gimmick?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are low flow showerhead savings actually noticeable on a monthly water bill or is it just a marketing gimmick?
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
EPA WaterSense showerheads 2.0 gallons per minute savings water energy household annual savings Google ↗
low flow showerhead monthly bill savings water sewer hot water cost calculation typical household Google ↗
- Showerheads · epa.gov
- Shower Better · epa.gov
- Technical Reference Manual for WaterSense® Labeled Homes · 19january2025snapshot.epa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
EPA WaterSense showerheads 2.0 gallons per minute savings water energy household annual savings OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
low flow showerhead monthly bill savings water sewer hot water cost calculation typical household OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |