Real ChatGPT answer · index seedICCT8yZcC5wcompleteBeauty and personal care · anti-aginginformational
is cerave retinol serum a good starting point for someone who has never used vitamin a derivatives before
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
is cerave retinol serum a good starting point for someone who has never used vitamin a derivatives before
1 real search · 1 real-search pass
CeraVe Resurfacing Retinol Serum ingredients encapsulated retinol beginner use dermatologist guidanceGoogle ↗
OBSERVEDInstruction
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
CeraVe Resurfacing Retinol Serum ingredients encapsulated retinol beginner use dermatologist guidance Google ↗
- Resurfacing Retinol Serum | Post-Acne Marks Treatment · cerave.com
- Retinoid or retinol? · aad.org
- Retinol: Skin Renewal Ingredient · cerave.com