Real ChatGPT answer · index seedDUvfHn1MQuIcompleteBeauty and personal care · anti-aginginformational
Are at home LED light therapy masks actually worth the hundreds of dollars for fading fine lines, or is it just another TikTok skincare gimmick that dermatologists do not recommend?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are at home LED light therapy masks actually worth the hundreds of dollars for fading fine lines, or is it just another TikTok skincare gimmick that dermatologists do not recommend?
3 real searches · 1 real-search pass
at-home LED red light mask wrinkles fine lines evidence randomized controlled trial dermatology review safety FDA 2024 2025Google ↗
OBSERVEDComparison
American Academy of Dermatology LED light therapy at home wrinkles red light masks evidenceGoogle ↗
OBSERVEDReason
systematic review photobiomodulation red light skin rejuvenation wrinkles home devices clinical trialsGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
at-home LED red light mask wrinkles fine lines evidence randomized controlled trial dermatology review safety FDA 2024 2025 Google ↗
American Academy of Dermatology LED light therapy at home wrinkles red light masks evidence Google ↗
systematic review photobiomodulation red light skin rejuvenation wrinkles home devices clinical trials Google ↗
- 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
- 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 · pubmed.ncbi.nlm.nih.gov
- 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
- Official website · omniluxled.com
- Official website · currentbody.com
- Official website · drdennisgross.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
at-home LED red light mask wrinkles fine lines evidence randomized controlled trial dermatology review safety FDA 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy of Dermatology LED light therapy at home wrinkles red light masks evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
systematic review photobiomodulation red light skin rejuvenation wrinkles home devices clinical trials OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |