Real ChatGPT answer · index seedDhYzoIA3FbkcompleteBeauty and personal care · anti-aginginformational
How do I choose between red and blue light therapy settings on my new home LED device to treat adult acne and fine lines simultaneously?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I choose between red and blue light therapy settings on my new home LED device to treat adult acne and fine lines simultaneously?
1 real search · 1 real-search pass
American Academy of Dermatology LED light therapy acne blue red light evidence fine lines home devices safetyGoogle ↗
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
American Academy of Dermatology LED light therapy acne blue red light evidence fine lines home devices safety Google ↗
- At-Home LED Devices for the Treatment of Acne Vulgaris: A Systematic Review and Meta-Analysis | Acne | JAMA Dermatology · jamanetwork.com
- At-Home LED Devices for the Treatment of Acne Vulgaris: A Systematic Review and Meta-Analysis · pmc.ncbi.nlm.nih.gov
- Is red light therapy right for your skin? · aad.org
- Photobiomodulation: Seeing the light · staging.aad.org
- Lasers and lights: How well do they treat acne? · aad.org
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.org