Is treating vertical lip lines more successful with targeted peptide serums or by applying heavy anti aging facial oils overnight?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is treating vertical lip lines more successful with targeted peptide serums or by applying heavy anti aging facial oils overnight?
1 real search · 1 real-search pass
topical peptides evidence facial wrinkles dermatology review topical oils moisturizers wrinkles lip lines retinoids sunscreenGoogle ↗
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 evidence facial wrinkles dermatology review topical oils moisturizers wrinkles lip lines retinoids sunscreen Google ↗
- Wrinkle creams: Your guide to younger looking skin · mayoclinic.org
- Topical and systemic skin aging interventions: Evidence, pitfalls and perspectives · pubmed.ncbi.nlm.nih.gov
- The Innovative and Evolving Landscape of Topical Exosome and Peptide Therapies: A Systematic Review of the Available Literature · pmc.ncbi.nlm.nih.gov