Real ChatGPT answer · index seedhdeqhPkEFzocompleteBeauty and personal care · anti-aginginformational
Is there any real clinical proof that at-home LED light therapy masks can tighten crepey arm skin within a few weeks?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is there any real clinical proof that at-home LED light therapy masks can tighten crepey arm skin within a few weeks?
3 real searches · 1 real-search pass
clinical trials home-use red LED photobiomodulation skin rejuvenation wrinkles collagen randomized controlled trial review 2024Google ↗
OBSERVEDReason
LED phototherapy crepey skin arms skin tightening clinical evidence upper arm randomized trial red lightGoogle ↗
OBSERVEDConsequence
FDA cleared LED face mask indications wrinkles skin tightening evidence home useGoogle ↗
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
clinical trials home-use red LED photobiomodulation skin rejuvenation wrinkles collagen randomized controlled trial review 2024 Google ↗
LED phototherapy crepey skin arms skin tightening clinical evidence upper arm randomized trial red light Google ↗
FDA cleared LED face mask indications wrinkles skin tightening evidence home use 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
- Efficacy and Safety of At-Home Light-Emitting Diode Photobiomodulation for Facial Rejuvenation: A Systematic Review. · pubmed.ncbi.nlm.nih.gov
- 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
- Skin tightening of aging upper arms using an infrared light device. · pubmed.ncbi.nlm.nih.gov
- Is red light therapy right for your skin? · aad.org
- 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 |
|---|---|---|---|---|---|---|---|
clinical trials home-use red LED photobiomodulation skin rejuvenation wrinkles collagen randomized controlled trial review 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
LED phototherapy crepey skin arms skin tightening clinical evidence upper arm randomized trial red light OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
FDA cleared LED face mask indications wrinkles skin tightening evidence home use OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |