Real ChatGPT answer · index seeduyCsfPs0DFwcompleteBeauty and personal care · anti-aginginformational
Do peptide moisturizers from the drugstore actually contain enough active ingredients to make a visible difference in sagging skin
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do peptide moisturizers from the drugstore actually contain enough active ingredients to make a visible difference in sagging skin
1 real search · 1 real-search pass
topical peptides moisturizer clinical evidence skin aging collagen firmness sagging skin dermatology reviewGoogle ↗
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 moisturizer clinical evidence skin aging collagen firmness sagging skin dermatology review Google ↗
- Oral and topical peptides for skin aging: systematic review and meta-analysis of randomized controlled trials · pmc.ncbi.nlm.nih.gov
- Topical and systemic skin aging interventions: Evidence, pitfalls and perspectives · pubmed.ncbi.nlm.nih.gov