Looking for recommendations on LED therapy devices that feature both red and near infrared wavelengths for collagen stimulation and wound healing.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for recommendations on LED therapy devices that feature both red and near infrared wavelengths for collagen stimulation and wound healing.
1 real search · 1 real-search pass
red and near infrared photobiomodulation LED device collagen wound healing clinical evidence FDA cleared 660 850 nmGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
red and near infrared photobiomodulation LED device collagen wound healing clinical evidence FDA cleared 660 850 nm Google ↗
- View Hooga HG200 · hoogahealth.com
- Visit Mito Red Light · mitoredlight.com
- Visit LifePro · lifeprofitness.com
- Low-level red plus near infrared lights combination induces expressions of collagen and elastin in human skin in vitro. · pubmed.ncbi.nlm.nih.gov
- A controlled trial to determine the efficacy of red and near-infrared light treatment in patient satisfaction, reduction of fine lines, wrinkles, skin roughness, and intradermal collagen density increase. · pubmed.ncbi.nlm.nih.gov
- Light‐emitting diodes in dermatology: A systematic review of randomized controlled trials · pmc.ncbi.nlm.nih.gov
- Effects of Near Infrared Light on Surgical Wound Healing: A Systematic Review and Meta‐Analysis · pmc.ncbi.nlm.nih.gov