Real ChatGPT answer · index seedPqP4KefObBccompleteBeauty and personal care · anti-aginginformational
Are prescription strength retinoids like tretinoin still considered the gold standard for anti-aging or have newer peptide complexes surpassed them?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are prescription strength retinoids like tretinoin still considered the gold standard for anti-aging or have newer peptide complexes surpassed them?
1 real search · 1 real-search pass
topical tretinoin photoaging randomized clinical trials systematic review collagen wrinkles evidence peptides anti-aging clinical evidence 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 tretinoin photoaging randomized clinical trials systematic review collagen wrinkles evidence peptides anti-aging clinical evidence review Google ↗
- Comparing Tretinoin to Other Topical Therapies in the Treatment of Skin Photoaging: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Comparing Tretinoin to Other Topical Therapies in the Treatment of Skin Photoaging: A Systematic Review | American Journal of Clinical Dermatology · doi.org
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials · pmc.ncbi.nlm.nih.gov
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials. · pubmed.ncbi.nlm.nih.gov