Is it still worth starting a prescription tretinoin regimen for the first time at age sixty-eight, or is retinol a safer bet?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it still worth starting a prescription tretinoin regimen for the first time at age sixty-eight, or is retinol a safer bet?
1 real search · 1 real-search pass
topical tretinoin versus retinol photoaging older adults skin irritation evidence dermatology guidanceGoogle ↗
OBSERVEDComparison
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 versus retinol photoaging older adults skin irritation evidence dermatology guidance Google ↗
- Comparing Tretinoin to Other Topical Therapies in the Treatment of Skin Photoaging: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org
- An Updated Review of Topical Tretinoin in Dermatology: From Acne and Photoaging to Skin Cancer · pmc.ncbi.nlm.nih.gov
- Do retinoids really reduce wrinkles? · health.harvard.edu