Real ChatGPT answer · index seed1yZLMeqwtNAcompleteTelecom and utilities · energy efficiencyinformational
Do cheap dollar-store LED bulbs burn out too fast to actually save money compared to name brands?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do cheap dollar-store LED bulbs burn out too fast to actually save money compared to name brands?
1 real search · 1 real-search pass
dollar store LED light bulb lifespan reliability comparison Consumer Reports DOE LED lifetime cheap bulbsGoogle ↗
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
dollar store LED light bulb lifespan reliability comparison Consumer Reports DOE LED lifetime cheap bulbs Google ↗
- Learn About LED Lighting · energystar.gov
- LED Basics · energy.gov
- Understanding LED Lightbulbs · consumerreports.org