Should I buy Obagi retinol or SkinCeuticals retinol for treating crepey arm skin before a wedding this Saturday
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I buy Obagi retinol or SkinCeuticals retinol for treating crepey arm skin before a wedding this Saturday
1 real search · 1 real-search pass
Obagi retinol vs SkinCeuticals retinol ingredients strengths crepey skin arms evidenceGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
Obagi retinol vs SkinCeuticals retinol ingredients strengths crepey skin arms evidence Google ↗
- Improvement of Naturally Aged Skin With Vitamin A (Retinol) | Dermatology | JAMA Dermatology · jamanetwork.com
- Cosmeceuticals for antiaging: a systematic review of safety and efficacy. · pubmed.ncbi.nlm.nih.gov