Real ChatGPT answer · index seed5VMHxSlAAOMcompleteTelecom and utilities · energy efficiencycommercial
Can you compare the energy savings of LED smart bulbs versus standard dimmers for a college budget
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the energy savings of LED smart bulbs versus standard dimmers for a college budget
1 real search · 1 real-search pass
LED smart bulbs energy savings dimmer switch compatible LED energy use ENERGY STARGoogle ↗
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 smart bulbs energy savings dimmer switch compatible LED energy use ENERGY STAR Google ↗
- Smart Lighting · energystar.gov
- THE BRIGHT CHOICE: · energystar.gov
- Can LED bulbs be dimmed? · philips-hue.com