Real ChatGPT answer · index seedfIn0ivPhy6gcompleteHome services and improvement · plumbingcommercial
Are tankless water heaters actually cheaper to run for a large family that takes back-to-back showers every single morning?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are tankless water heaters actually cheaper to run for a large family that takes back-to-back showers every single morning?
1 real search · 1 real-search pass
U.S. Department of Energy tankless water heaters energy savings standby losses flow rate sizing multiple showersGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
U.S. Department of Energy tankless water heaters energy savings standby losses flow rate sizing multiple showers Google ↗
- Tankless WHs Gas Fired · bsesc.energy.gov
- DHW Instantaneous Sizing · basc.pnnl.gov
- Electric Tankless Water Heating: Competitive Assessment · energystar.gov
- Gas-Fired Tankless Water Heaters · basc.pnnl.gov