Real ChatGPT answer · index seednvGgOxPKoKQcompleteTelecom and utilities · energy efficiencycommercial
Can dimmer switches really save enough energy on LED bulbs to be worth installing in every room by tonight?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can dimmer switches really save enough energy on LED bulbs to be worth installing in every room by tonight?
1 real search · 1 real-search pass
LED dimmer energy savings dimming LED bulbs compatibility minimum load manufacturer guidanceGoogle ↗
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 dimmer energy savings dimming LED bulbs compatibility minimum load manufacturer guidance Google ↗
- Philips' LED dimming guidance · philips-hue.com
- Lutron's energy-saving FAQ · support.lutron.com
- LED Dimmer Compatibility - Dimmable Bulbs & Switch Guide · feit.com