Are there any emerging clinical studies indicating that marine-derived peptides in modern luxury moisturizers offer superior collagen synthesis stimulation compared to the standard copper peptides found in older formulations?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any emerging clinical studies indicating that marine-derived peptides in modern luxury moisturizers offer superior collagen synthesis stimulation compared to the standard copper peptides found in older formulations?
3 real searches · 1 real-search pass
marine-derived peptides topical skincare human clinical trial collagen synthesis randomized study reviewGoogle ↗
OBSERVEDReason
GHK-Cu copper peptide topical human clinical trial collagen synthesis skin clinical evidence reviewGoogle ↗
OBSERVEDReason
marine collagen peptides cosmetic topical fibroblast collagen synthesis clinical trial moisturizerGoogle ↗
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
marine-derived peptides topical skincare human clinical trial collagen synthesis randomized study review Google ↗
GHK-Cu copper peptide topical human clinical trial collagen synthesis skin clinical evidence review Google ↗
marine collagen peptides cosmetic topical fibroblast collagen synthesis clinical trial moisturizer Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
marine-derived peptides topical skincare human clinical trial collagen synthesis randomized study review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
GHK-Cu copper peptide topical human clinical trial collagen synthesis skin clinical evidence review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
marine collagen peptides cosmetic topical fibroblast collagen synthesis clinical trial moisturizer OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |