Real ChatGPT answer · index seedBjqtApPxtNccompleteTelecom and utilities · energy efficiencyinformational
Do energy-efficient LED light bulbs really last for ten years, or do they burn out faster when used in enclosed ceiling fixtures?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do energy-efficient LED light bulbs really last for ten years, or do they burn out faster when used in enclosed ceiling fixtures?
1 real search · 1 real-search pass
LED bulb lifespan enclosed fixture heat enclosed luminaire manufacturer rated life 10 years ENERGY STAR DOEGoogle ↗
OBSERVEDReason
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 bulb lifespan enclosed fixture heat enclosed luminaire manufacturer rated life 10 years ENERGY STAR DOE Google ↗
- Learn About LED Lighting · energystar.gov
- LED Basics · energy.gov
- Purchasing Energy-Efficient Light Bulbs · stage.energy.gov
- LED LUMINAIRE LIFETIME: Recommendations for Testing and Reporting · www1.eere.energy.gov