What are the top dermatologist recommended retinol eye creams available right now for someone who has never used vitamin A products.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top dermatologist recommended retinol eye creams available right now for someone who has never used vitamin A products.
1 real search · 1 real-search pass
best dermatologist recommended retinol eye creams beginner sensitive skin 2026 dermatologist recommendations ingredientsGoogle ↗
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
best dermatologist recommended retinol eye creams beginner sensitive skin 2026 dermatologist recommendations ingredients Google ↗