Real ChatGPT answer · index seedJov5gxpN6E8completeBeauty and personal care · anti-aginginformational
Why are vertical lines above my top lip getting so much worse this winter, and what ingredients should I look for in a peptide cream to fix them today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are vertical lines above my top lip getting so much worse this winter, and what ingredients should I look for in a peptide cream to fix them today?
1 real search · 1 real-search pass
evidence topical peptides skin aging wrinkles Matrixyl copper peptides hyaluronic acid ceramides retinoids 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
evidence topical peptides skin aging wrinkles Matrixyl copper peptides hyaluronic acid ceramides retinoids dermatology Google ↗
- Skin ageing and topical rejuvenation strategies | British Journal of Dermatology · academic.oup.com
- Overview of popular cosmeceuticals in dermatology · 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
- Shop product · naturium.com
- Shop product · dermelect.com
- Shop product · stratiaskin.com