Real ChatGPT answer · index seedcFX9wDZ5kpwcompleteBeauty and personal care · anti-aginginformational
Can using a red light therapy mask help smooth out the crepey skin on my arms and neck, or are those devices strictly meant for treating facial wrinkles and acne scars?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can using a red light therapy mask help smooth out the crepey skin on my arms and neck, or are those devices strictly meant for treating facial wrinkles and acne scars?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
red light photobiomodulation skin aging wrinkles collagen clinical trial neck arms body skin evidence LED mask coverage safety Google ↗
American Academy Dermatology red light therapy skin aging wrinkles evidence at home devices safety eye protection Google ↗
- Anti‐Aging Efficacy of a Home‐use red and Infrared Light‐Emitting Diode Mask and a Cream: Ex Vivo and Clinical Evaluations in Women With Mature Skin · pmc.ncbi.nlm.nih.gov
- Multi-Wavelength LED Photobiomodulation Improves Photoaged Skin of the Face, Neck, and Décolleté · mdpi.com
- Is red light therapy right for your skin? · aad.org
- Light‐emitting diodes in dermatology: A systematic review of randomized controlled trials · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
red light photobiomodulation skin aging wrinkles collagen clinical trial neck arms body skin evidence LED mask coverage safety OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology red light therapy skin aging wrinkles evidence at home devices safety eye protection OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |