Real ChatGPT answer · index seeddsyQg3ZPAeccompleteBeauty and personal care · anti-aginginformational
Which LED light therapy wavelengths have the strongest clinical backing for reducing hyperpigmentation and fine lines simultaneously in photoaged skin?
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The searches the AI actually ran for this prompt.
SEED QUERY
Which LED light therapy wavelengths have the strongest clinical backing for reducing hyperpigmentation and fine lines simultaneously in photoaged skin?
3 real searches · 1 real-search pass
clinical trial LED phototherapy photoaging wrinkles 633 nm 830 nm hyperpigmentation melasma pigmentation randomized study reviewGoogle ↗
OBSERVEDConsequence
LED light therapy wavelengths hyperpigmentation photoaged skin fine wrinkles red amber yellow clinical evidence reviewGoogle ↗
OBSERVEDReason
photobiomodulation red light skin pigmentation melanogenesis 630 nm clinical studyGoogle ↗
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). 2 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 trial LED phototherapy photoaging wrinkles 633 nm 830 nm hyperpigmentation melasma pigmentation randomized study review Google ↗
LED light therapy wavelengths hyperpigmentation photoaged skin fine wrinkles red amber yellow clinical evidence review Google ↗
photobiomodulation red light skin pigmentation melanogenesis 630 nm clinical study Google ↗
- Light‐emitting diodes in dermatology: A systematic review of randomized controlled trials · pmc.ncbi.nlm.nih.gov
- A prospective, randomized, placebo-controlled, double-blinded, and split-face clinical study on LED phototherapy for skin rejuvenation: Clinical, profilometric, histologic, ultrastructural, and biochemical evaluations and comparison of three different treatment settings · sciencedirect.com
- Combined 633-nm and 830-nm led treatment of photoaging skin · pubmed.ncbi.nlm.nih.gov
- Photobiomodulation for melasma treatment: Integrative review and state of the art · pubmed.ncbi.nlm.nih.gov
- Photobiomodulation for melasma treatment: Integrative review and state of the art - Galache - 2024 - Photodermatology, Photoimmunology & Photomedicine · onlinelibrary.wiley.com
- Differences in visible light-induced pigmentation according to wavelengths: a clinical and histological study in comparison with UVB exposure · pubmed.ncbi.nlm.nih.gov
- Is red light therapy right for your skin? · aad.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
clinical trial LED phototherapy photoaging wrinkles 633 nm 830 nm hyperpigmentation melasma pigmentation randomized study review OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
LED light therapy wavelengths hyperpigmentation photoaged skin fine wrinkles red amber yellow clinical evidence review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
photobiomodulation red light skin pigmentation melanogenesis 630 nm clinical study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |