Real ChatGPT answer · index seed9oQUI4AjG0kcompleteBeauty and personal care · anti-aginginformational
Are affordable Amazon LED light therapy masks actually powerful enough to improve crepey arm skin or do I need a clinical device?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are affordable Amazon LED light therapy masks actually powerful enough to improve crepey arm skin or do I need a clinical device?
1 real search · 1 real-search pass
red light LED photobiomodulation skin aging wrinkles clinical trial home devices irradiance wavelength evidence arms crepey skinGoogle ↗
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 aging wrinkles clinical trial home devices irradiance wavelength evidence arms crepey skin Google ↗
- Is red light therapy right for your skin? · aad.org
- Efficacy of home-use light-emitting diode device at 637 and 854-nm for facial rejuvenation: A split-face pilot study · pubmed.ncbi.nlm.nih.gov
- Light‐emitting diodes in dermatology: A systematic review of randomized controlled trials · pmc.ncbi.nlm.nih.gov