How can someone build a cohesive drugstore skincare routine using ceramides and niacinamide to repair a damaged lipid barrier?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can someone build a cohesive drugstore skincare routine using ceramides and niacinamide to repair a damaged lipid barrier?
1 real search · 1 real-search pass
American Academy of Dermatology damaged skin barrier gentle skin care ceramides niacinamide moisturizer adviceGoogle ↗
OBSERVEDConsequence
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
American Academy of Dermatology damaged skin barrier gentle skin care ceramides niacinamide moisturizer advice Google ↗
- Shop product · walmart.com
- Shop product · walmart.com
- Shop product · walmart.com
- Shop product · cvs.com
- How to pick the right moisturizer for your skin · aad.org
- Dermatologists' top tips for relieving dry skin · aad.org