Real ChatGPT answer · index seed4aNY7zu3cLocompleteTelecom and utilities · energy efficiencycommercial
What smart home automation routines save the most energy on water heating and space heating for a family on a tight budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What smart home automation routines save the most energy on water heating and space heating for a family on a tight budget?
1 real search · 1 real-search pass
U.S. Department of Energy water heating 120 degrees insulation pipes water heater energy savings thermostat setback heat pump auxiliary heat guidanceGoogle ↗
OBSERVEDReason
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 water heating 120 degrees insulation pipes water heater energy savings thermostat setback heat pump auxiliary heat guidance Google ↗
- DOE Energy Saver · energy.gov
- ENERGY STAR · energystar.gov
- Georgia Environmental Finance Authority · gefa.georgia.gov