Real ChatGPT answer · index seeduwVcC4FaXHAcompleteTelecom and utilities · energy efficiencycomparison
Are tankless water heater recirculation pumps worth the extra electricity they use for a busy household
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are tankless water heater recirculation pumps worth the extra electricity they use for a busy household
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
tankless water heater recirculation pump electricity energy use timer demand control water savings manufacturer guidance Google ↗
hot water recirculation system energy loss insulated pipes timer demand control energy.gov Google ↗
- Gas Research and Development Program · energy.ca.gov
- Demand Hot Water Recirculating System · energystar.gov
- Technical Bulletin: Demand Water Heaters · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
tankless water heater recirculation pump electricity energy use timer demand control water savings manufacturer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
hot water recirculation system energy loss insulated pipes timer demand control energy.gov OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |