Real ChatGPT answer · index seedXkn88ijCzKQcompleteTelecom and utilities · energy efficiencyinformational
Can integrating a smart hub with our current HVAC system really lower our gas and electric usage, or is the savings minimal?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can integrating a smart hub with our current HVAC system really lower our gas and electric usage, or is the savings minimal?
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 smart thermostat energy savings heating cooling programmable thermostat setback savings Google ↗
ENERGY STAR smart thermostat savings heating cooling certified savings Google ↗
- ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
- Smart Thermostats · energystar.gov
- Simulation-Driven Smart Thermostat Benchmarking · energy.gov
- Smart Thermostats · energy.maryland.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 smart thermostat energy savings heating cooling programmable thermostat setback savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR smart thermostat savings heating cooling certified savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |