Real ChatGPT answer · index seedyqGP9O7JtoccompleteBeauty and personal care · anti-aginginformational
Are there any clinical studies proving that home LED light therapy masks reduce wrinkles as effectively as dermatologist office treatments?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any clinical studies proving that home LED light therapy masks reduce wrinkles as effectively as dermatologist office treatments?
3 real searches · 1 real-search pass
randomized controlled clinical trials at-home LED mask wrinkles red light photobiomodulation facial wrinkles study 2024 2025Google ↗
OBSERVEDConsequence
systematic review LED phototherapy skin rejuvenation wrinkles home devices clinical evidence comparison in-office treatmentGoogle ↗
OBSERVEDComparison
clinical trial home-use LED mask wrinkles sham controlled red near infrared facial photoagingGoogle ↗
OBSERVEDConsequence
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
randomized controlled clinical trials at-home LED mask wrinkles red light photobiomodulation facial wrinkles study 2024 2025 Google ↗
systematic review LED phototherapy skin rejuvenation wrinkles home devices clinical evidence comparison in-office treatment Google ↗
clinical trial home-use LED mask wrinkles sham controlled red near infrared facial photoaging 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 · pmc.ncbi.nlm.nih.gov
- Efficacy of home-use light-emitting diode device at 637 and 854-nm for facial rejuvenation: A split-face pilot 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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
randomized controlled clinical trials at-home LED mask wrinkles red light photobiomodulation facial wrinkles study 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
systematic review LED phototherapy skin rejuvenation wrinkles home devices clinical evidence comparison in-office treatment OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
clinical trial home-use LED mask wrinkles sham controlled red near infrared facial photoaging OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |