Real ChatGPT answer · index seedvyYZUWdwvdQcompleteBeauty and personal care · anti-aginginformational
how do affordable copper peptide creams compare to expensive luxury serums for improving skin firmness and reducing wrinkles
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
how do affordable copper peptide creams compare to expensive luxury serums for improving skin firmness and reducing wrinkles
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
copper peptides topical skincare evidence skin elasticity wrinkles GHK-Cu clinical study review Google ↗
copper peptide serum affordable vs luxury skincare formulation evidence ingredients concentration Google ↗
- A Systematic Review of the Mechanisms and Therapeutic Applications of GHK-Cu (Glycyl-L-Histidyl-L-Lysine-Copper Complex) in Topical Microneedle Delivery: A Case for Expanded Clinical Trials · pmc.ncbi.nlm.nih.gov
- Topically applied GHK as an anti-wrinkle peptide: Advantages, problems and prospective · pmc.ncbi.nlm.nih.gov
- GHK-Cu as a Bioactive Metallopeptide and Drug-Delivery Cargo: Coordination Chemistry, Formulation Science, Therapeutic Evidence, and a Translational Roadmap · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
copper peptides topical skincare evidence skin elasticity wrinkles GHK-Cu clinical study review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
copper peptide serum affordable vs luxury skincare formulation evidence ingredients concentration OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |