Are luxury anti aging ingredients like peptides and retinol really necessary or is basic moisturizer enough to keep wrinkles away?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are luxury anti aging ingredients like peptides and retinol really necessary or is basic moisturizer enough to keep wrinkles away?
1 real search · 1 real-search pass
randomized trial daily sunscreen photoaging wrinkles retinoid photoaging randomized controlled trial topical tretinoin retinol evidence peptides skin aging reviewGoogle ↗
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
randomized trial daily sunscreen photoaging wrinkles retinoid photoaging randomized controlled trial topical tretinoin retinol evidence peptides skin aging review Google ↗
Queries
1 queries · click a column to sort