My dermatologist mentioned tretinoin, but I have always used over-the-counter retinol, so which one is actually better for deep wrinkles on 70-year-old skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My dermatologist mentioned tretinoin, but I have always used over-the-counter retinol, so which one is actually better for deep wrinkles on 70-year-old skin?
1 real search · 1 real-search pass
tretinoin photoaging randomized trial wrinkles older adults dermatology guidelines topical retinoids elderly skin irritation moisturizer sunscreenGoogle ↗
OBSERVEDConsequence
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
tretinoin photoaging randomized trial wrinkles older adults dermatology guidelines topical retinoids elderly skin irritation moisturizer sunscreen Google ↗
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials · pmc.ncbi.nlm.nih.gov
- Long-term efficacy and safety of tretinoin emollient cream 0.05% in the treatment of photodamaged facial skin: a two-year, randomized, placebo-controlled trial. · pubmed.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org