Real ChatGPT answer · index seedKobI9Y95G6kcompleteBeauty and personal care · anti-aginginformational
Are at home LED light therapy devices worth the high price tag for reducing forehead wrinkles compared to just sticking with serums?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are at home LED light therapy devices worth the high price tag for reducing forehead wrinkles compared to just sticking with serums?
1 real search · 1 real-search pass
at-home red light LED photobiomodulation facial wrinkles randomized controlled trial systematic review retinoids sunscreen forehead wrinklesGoogle ↗
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
at-home red light LED photobiomodulation facial wrinkles randomized controlled trial systematic review retinoids sunscreen forehead wrinkles Google ↗
- Efficacy and Safety of At-Home Light-Emitting Diode Photobiomodulation for Facial Rejuvenation: A Systematic Review. · pubmed.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
- Is red light therapy right for your skin? · aad.org
- View product · samsclub.com
- View product · ulta.com
- View product · sephora.com
- View product · therabody.com