Real ChatGPT answer · index seedURP1rBq8lO0completeBeauty and personal care · clean beautyinformational
Are peptide creams from clean beauty brands as effective at reducing fine lines as traditional anti aging serums
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are peptide creams from clean beauty brands as effective at reducing fine lines as traditional anti aging serums
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
topical peptides skincare clinical evidence fine wrinkles randomized controlled trial review retinoids comparison Google ↗
retinoids photoaging fine wrinkles evidence dermatology guideline topical tretinoin retinol Google ↗
- Wrinkle creams: Your guide to younger looking skin · mayoclinic.org
- Retinoid or retinol? · aad.org
- Comparative efficacy of topical interventions for facial photoaging: a network meta-analysis. · pubmed.ncbi.nlm.nih.gov
- Cosmeceuticals in photoaging: A review · 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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical peptides skincare clinical evidence fine wrinkles randomized controlled trial review retinoids comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
retinoids photoaging fine wrinkles evidence dermatology guideline topical tretinoin retinol OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |