Real ChatGPT answer · index seedD2qxfXCU004completeBeauty and personal care · anti-aginginformational
Is it too late to start using an LED light therapy mask today to fix severe crepey skin on my neck before a wedding this weekend?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it too late to start using an LED light therapy mask today to fix severe crepey skin on my neck before a wedding this weekend?
1 real search · 1 real-search pass
red light LED photobiomodulation skin wrinkles clinical trial duration weeks neck skin evidence safety eye protectionGoogle ↗
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
red light LED photobiomodulation skin wrinkles clinical trial duration weeks neck skin evidence safety eye protection Google ↗