Real ChatGPT answer · index seedJeQGCUlQRpAcompleteBeauty and personal care · anti-aginginformational
What should I look for on ingredient labels of cheap moisturizers to ensure they have enough peptides for anti-aging?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should I look for on ingredient labels of cheap moisturizers to ensure they have enough peptides for anti-aging?
1 real search · 1 real-search pass
topical peptides skincare evidence concentration ingredient list order cosmetic anti-aging review dermatology peptides moisturizerGoogle ↗
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
topical peptides skincare evidence concentration ingredient list order cosmetic anti-aging review dermatology peptides moisturizer Google ↗
- Peptides: Emerging Candidates for the Prevention and Treatment of Skin Senescence: A Review · pmc.ncbi.nlm.nih.gov
- A framework for the safety evaluation of peptides in cosmetics · pmc.ncbi.nlm.nih.gov
- Topical peptides as cosmeceuticals. · pubmed.ncbi.nlm.nih.gov
- Cosmeceuticals in photoaging: A review · pmc.ncbi.nlm.nih.gov
- Do Peptides Really Work for Skin Care? · news.umiamihealth.org