Real ChatGPT answer · index seednoxw9hvDu9ocompleteConsumer electronics · smart home devicesinformational
How much money do smart thermostats really save on winter gas bills for someone who works from home all day?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money do smart thermostats really save on winter gas bills for someone who works from home all day?
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 thermostat setback 7 to 10 percent heating bill 8 hours smart thermostat savings study Google ↗
smart thermostat energy savings homes heating natural gas field study work from home occupancy savings Google ↗
- ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
- Smart Thermostats Key Product Criteria · energystar.gov
- Energy Saver Tips: Adjust Your Thermostat for Comfort and Savings · content.govdelivery.com
- Do occupancy-responsive learning thermostats save energy? A field study in university residence halls · sciencedirect.com
- The Human Perils of Scaling Smart Technologies: Evidence from Field Experiments - The Institute for Climate and Sustainable Growth · climate.uchicago.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Energy thermostat setback 7 to 10 percent heating bill 8 hours smart thermostat savings study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
smart thermostat energy savings homes heating natural gas field study work from home occupancy savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |