Real ChatGPT answer · index seedFYbvxYc8hTocompleteTelecom and utilities · energy efficiencycommercial
What are the most energy efficient LED bulb brands available for 24-hour outdoor security lighting on commercial properties?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most energy efficient LED bulb brands available for 24-hour outdoor security lighting on commercial properties?
1 real search · 1 real-search pass
most energy efficient commercial outdoor LED lamps brands efficacy DLC listed 2026 Philips Signify Keystone TCP Satco GE CurrentGoogle ↗
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
most energy efficient commercial outdoor LED lamps brands efficacy DLC listed 2026 Philips Signify Keystone TCP Satco GE Current Google ↗
- Manufacturer website · signify.com
- Manufacturer website · acuitybrands.com
- Manufacturer website · rablighting.com
- Manufacturer website · creelighting.com
- Manufacturer website · keystonetech.com
- Manufacturer website · maxlite.com
- U.S. Department of Energy – Exterior Lighting · energy.gov
- Home · designlights.org
- Lighting · empowerprocurement.com