What is the current consensus among board-certified dermatologists regarding the efficacy of at-home red light therapy masks for reducing crow feet?
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The searches the AI actually ran for this prompt.
SEED QUERY
What is the current consensus among board-certified dermatologists regarding the efficacy of at-home red light therapy masks for reducing crow feet?
3 real searches · 1 real-search pass
American Academy of Dermatology red light therapy at home wrinkles evidence crow's feet dermatologist safetyGoogle ↗
OBSERVEDReason
systematic review home LED red light photobiomodulation periorbital wrinkles crow's feet randomized trialGoogle ↗
OBSERVEDReason
board certified dermatologist at home LED mask wrinkles evidence red light therapy consensusGoogle ↗
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
American Academy of Dermatology red light therapy at home wrinkles evidence crow's feet dermatologist safety Google ↗
systematic review home LED red light photobiomodulation periorbital wrinkles crow's feet randomized trial Google ↗
board certified dermatologist at home LED mask wrinkles evidence red light therapy consensus Google ↗
- Is red light therapy right for your skin? · aad.org
- 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
- 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
- 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 |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology red light therapy at home wrinkles evidence crow's feet dermatologist safety OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
systematic review home LED red light photobiomodulation periorbital wrinkles crow's feet randomized trial OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
board certified dermatologist at home LED mask wrinkles evidence red light therapy consensus OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |