Real ChatGPT answer · index seedcJeKbK6Fn1ocompleteBeauty and personal care · anti-aginginformational
I keep seeing red light therapy devices all over my social media feeds for anti aging, but do the budget friendly options on Amazon actually emit the right wavelengths to stimulate collagen?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I keep seeing red light therapy devices all over my social media feeds for anti aging, but do the budget friendly options on Amazon actually emit the right wavelengths to stimulate collagen?
1 real search · 1 real-search pass
red light photobiomodulation skin collagen wavelength 630 660 nm clinical trial irradiance fluence evidence FDA home deviceGoogle ↗
OBSERVEDConsequence
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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 photobiomodulation skin collagen wavelength 630 660 nm clinical trial irradiance fluence evidence FDA home device Google ↗
- Light‐emitting diodes in dermatology: A systematic review of randomized controlled trials · pmc.ncbi.nlm.nih.gov
- Clinical study to evaluate the efficacy and safety of home-used LED and IRED mask for crow’s feet: A multi-center, randomized, double-blind, sham-controlled study · pmc.ncbi.nlm.nih.gov
- Efficacy and Safety of At-Home Light-Emitting Diode Photobiomodulation for Facial Rejuvenation: A Systematic Review | Aesthetic Plastic Surgery · link.springer.com
- What to Look for in Red Light Therapy: A Product Guide Backed by Science · pmc.ncbi.nlm.nih.gov
- Can red-light therapy reverse skin aging? · cspi.org
- Is red light therapy right for your skin? · aad.org
- LED MASK PLATINUM MD · accessdata.fda.gov