Is the Neutrogena retinol product line strong enough for someone trying to reverse early signs of aging, or should I skip straight to prescription strength retinoids?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is the Neutrogena retinol product line strong enough for someone trying to reverse early signs of aging, or should I skip straight to prescription strength retinoids?
1 real search · 1 real-search pass
Neutrogena retinol line retinol concentration clinical evidence comparison tretinoin early photoaging 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
Neutrogena retinol line retinol concentration clinical evidence comparison tretinoin early photoaging dermatology guidance Google ↗
- Comparing Tretinoin to Other Topical Therapies in the Treatment of Skin Photoaging: A Systematic Review | American Journal of Clinical Dermatology · doi.org
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pubmed.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org