Real ChatGPT answer · index seedQgBkVG0FKnccompleteConsumer electronics · smart home devicescommercial
Can a budget smart thermostat really lower my heating bill enough to justify the upfront cost of buying and installing it myself.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can a budget smart thermostat really lower my heating bill enough to justify the upfront cost of buying and installing it myself.
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 degrees 8 hours save 10 percent heating cooling; smart thermostat savings heating study Google ↗
ENERGY STAR smart thermostat savings heating homes field study 8 percent heating cooling Google ↗
- ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
- Smart Thermostats · energystar.gov
- Smart Thermostats Key Product Criteria · energystar.gov
- Are Smart Thermostats Worth It? · consumerreports.org
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 degrees 8 hours save 10 percent heating cooling; smart thermostat savings heating study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ENERGY STAR smart thermostat savings heating homes field study 8 percent heating cooling OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |