How do peptide-infused anti aging face oils compare to traditional water-based serums for locking in moisture and smoothing fine lines?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do peptide-infused anti aging face oils compare to traditional water-based serums for locking in moisture and smoothing fine lines?
1 real search · 1 real-search pass
peptides topical skincare clinical evidence fine lines moisturizer humectants occlusives facial oils dermatologyGoogle ↗
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
peptides topical skincare clinical evidence fine lines moisturizer humectants occlusives facial oils dermatology Google ↗
- Topical palmitoyl pentapeptide provides improvement in photoaged human facial skin · pubmed.ncbi.nlm.nih.gov
- Cosmeceuticals in photoaging: A review · pmc.ncbi.nlm.nih.gov
- Topical peptides as cosmeceuticals. · pubmed.ncbi.nlm.nih.gov
- Efficacy and tolerability of a hyaluronic acid‐based serum and a peptide‐rich cream for the face and neck in subjects with photodamaged skin · pmc.ncbi.nlm.nih.gov
- Oral and topical peptides for skin aging: systematic review and meta-analysis of randomized controlled trials · pmc.ncbi.nlm.nih.gov