Real ChatGPT answer · index seedGxidqqcu6VMcompleteTelecom and utilities · energy efficiencycomparison
Smart dimmer switches versus traditional toggle dimmers which actually saves more electricity on LED bulbs in my hallway
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Smart dimmer switches versus traditional toggle dimmers which actually saves more electricity on LED bulbs in my hallway
1 real search · 1 real-search pass
LED dimming energy savings smart switch standby power occupancy sensors residential lighting Department of EnergyGoogle ↗
OBSERVEDComparison
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
LED dimming energy savings smart switch standby power occupancy sensors residential lighting Department of Energy Google ↗
- Evaluation of the Reliability of Passive Infrared (PIR) Occupancy Sensors for Residential Indoor Lighting · energy.gov
- U.S. DEPARTMENT OF · energy.gov
- Smart Home Energy Management Systems Key Product Criteria · energystar.gov
- IEA 4E’s Solid State Lighting Annex Publishes Major Update Report on Smart Lighting Products · iea-4e.org