Real ChatGPT answer · index seed4Wb2fVOTOT0completeTelecom and utilities · energy efficiencycommercial
Can switching all the lights in a small apartment to LEDs make a noticeable difference on my monthly utility statement
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can switching all the lights in a small apartment to LEDs make a noticeable difference on my monthly utility statement
1 real search · 1 real-search pass
U.S. Department of Energy LED bulbs use 75% less energy last 25 times incandescentGoogle ↗
OBSERVEDConsequence
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
U.S. Department of Energy LED bulbs use 75% less energy last 25 times incandescent Google ↗
- Guide to Energy Efficient Lighting · energy.gov
- Consumer Guide to Energy-Efficient Lighting · energy.gov