Real ChatGPT answer · index seedREYKuVC7LxIcompleteBeauty and personal care · anti-aginginformational
What is the science behind peptide serums and do they actually help prevent wrinkles or is it mostly marketing hype
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The searches the AI actually ran for this prompt.
SEED QUERY
What is the science behind peptide serums and do they actually help prevent wrinkles or is it mostly marketing hype
3 real searches · 1 real-search pass
topical peptide skincare serums evidence wrinkles clinical trials review dermatology 2024Google ↗
OBSERVEDReason
peptides cosmetics skin aging signal carrier neurotransmitter peptides evidence penetration clinical study reviewGoogle ↗
OBSERVEDReason
American Academy of Dermatology prevent wrinkles sunscreen retinoid photoaging evidence topical retinoidsGoogle ↗
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
topical peptide skincare serums evidence wrinkles clinical trials review dermatology 2024 Google ↗
peptides cosmetics skin aging signal carrier neurotransmitter peptides evidence penetration clinical study review Google ↗
American Academy of Dermatology prevent wrinkles sunscreen retinoid photoaging evidence topical retinoids Google ↗
- The Innovative and Evolving Landscape of Topical Exosome and Peptide Therapies: A Systematic Review of the Available Literature · pmc.ncbi.nlm.nih.gov
- The Innovative and Evolving Landscape of Topical Exosome and Peptide Therapies: A Systematic Review of the Available Literature · pubmed.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
- Topical peptides as cosmeceuticals. · pubmed.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org
- Wrinkle remedies · aad.org
- Wrinkle creams: Your guide to younger looking skin · mayoclinic.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical peptide skincare serums evidence wrinkles clinical trials review dermatology 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
peptides cosmetics skin aging signal carrier neurotransmitter peptides evidence penetration clinical study review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy of Dermatology prevent wrinkles sunscreen retinoid photoaging evidence topical retinoids OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |