Can installing smart dimmer switches and programmable thermostats really cut my utility bills by twenty percent like the advertisements claim?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can installing smart dimmer switches and programmable thermostats really cut my utility bills by twenty percent like the advertisements claim?
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 programmable thermostat savings 10% heating cooling smart thermostat energy savings lighting dimmers energy savings Google ↗
ENERGY STAR smart thermostats savings heating cooling lighting dimmer switches energy savings Google ↗
- ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
- Smart Thermostats · energystar.gov
- Home Upgrades · energy.gov
- Why Energy Efficiency Matters · energy.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 programmable thermostat savings 10% heating cooling smart thermostat energy savings lighting dimmers energy savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR smart thermostats savings heating cooling lighting dimmer switches energy savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |