Are there any peer-reviewed studies showing that topical copper peptides can actually rebuild collagen as effectively as low-strength prescription tretinoin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any peer-reviewed studies showing that topical copper peptides can actually rebuild collagen as effectively as low-strength prescription tretinoin?
3 real searches · 1 real-search pass
topical copper peptides GHK-Cu human clinical trial collagen skin photoaging randomized study peer reviewedGoogle ↗
OBSERVEDConsequence
copper peptide topical tretinoin comparative study collagen synthesis skin randomizedGoogle ↗
OBSERVEDComparison
tretinoin photoaged skin collagen clinical trial procollagen human biopsy randomizedGoogle ↗
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
topical copper peptides GHK-Cu human clinical trial collagen skin photoaging randomized study peer reviewed Google ↗
copper peptide topical tretinoin comparative study collagen synthesis skin randomized Google ↗
tretinoin photoaged skin collagen clinical trial procollagen human biopsy randomized Google ↗
- Read the original study · doi.org
- Effects of topical creams containing vitamin C, a copper-binding peptide cream and melatonin compared with tretinoin on the ultrastructure of normal skin - Icahn School of Medicine at Mount Sinai · scholars.mssm.edu
- Read the study on PubMed · pubmed.ncbi.nlm.nih.gov
- Read the original NEJM study · pubmed.ncbi.nlm.nih.gov
- Read the two-year tretinoin study · pubmed.ncbi.nlm.nih.gov
- Read the full study · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical copper peptides GHK-Cu human clinical trial collagen skin photoaging randomized study peer reviewed OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
copper peptide topical tretinoin comparative study collagen synthesis skin randomized OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
tretinoin photoaged skin collagen clinical trial procollagen human biopsy randomized OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |