Real ChatGPT answer · index seedHX2QsShq9hwcompleteTelecom and utilities · electricity providershowto
Can you help me estimate how much money my small business will save each month by upgrading all fluorescent warehouse lighting to commercial LED fixtures?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you help me estimate how much money my small business will save each month by upgrading all fluorescent warehouse lighting to commercial LED fixtures?
1 real search · 1 real-search pass
commercial LED warehouse lighting energy savings fluorescent fixture wattage comparison DOE LED lighting energy savingsGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
commercial LED warehouse lighting energy savings fluorescent fixture wattage comparison DOE LED lighting energy savings Google ↗
- LED Retrofit Kits, TLEDs, and Lighting Controls: An Application Guide · betterbuildingssolutioncenter.energy.gov
- Purchasing Energy-Efficient Commercial and Industrial LED Luminaires · energy.gov