Should I ask my dermatologist for prescription tretinoin or adapalene gel if my main goal is smoothing fine forehead wrinkles
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I ask my dermatologist for prescription tretinoin or adapalene gel if my main goal is smoothing fine forehead wrinkles
1 real search · 1 real-search pass
tretinoin adapalene photoaging fine wrinkles randomized trial guideline evidenceGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
tretinoin adapalene photoaging fine wrinkles randomized trial guideline evidence Google ↗
- Comparable efficacy of adapalene 0.3% gel and tretinoin 0.05% cream as treatment for cutaneous photoaging · pubmed.ncbi.nlm.nih.gov
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pmc.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pubmed.ncbi.nlm.nih.gov