Are commercial LED bulb energy savings still significant if our office lights are only on during standard daylight hours and weekends are dark?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are commercial LED bulb energy savings still significant if our office lights are only on during standard daylight hours and weekends are dark?
1 real search · 1 real-search pass
U.S. Department of Energy LED lighting energy savings commercial buildings lifetime operating hours lighting energy useGoogle ↗
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
U.S. Department of Energy LED lighting energy savings commercial buildings lifetime operating hours lighting energy use Google ↗
- Purchasing Energy-Efficient Commercial and Industrial LED Luminaires · energy.gov
- Checklists of Energy-Saving Measures · energystar.gov