Is The Inkey List retinol actually good for beginners or should I spend more on a different brand for my acne scars
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is The Inkey List retinol actually good for beginners or should I spend more on a different brand for my acne scars
1 real search · 1 real-search pass
The INKEY List Retinol Serum ingredients concentration beginner acne marks evidence retinoids post acne hyperpigmentationGoogle ↗
OBSERVEDReason
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
The INKEY List Retinol Serum ingredients concentration beginner acne marks evidence retinoids post acne hyperpigmentation Google ↗
- Retinoid or retinol? · aad.org