what is the most cost efficient way to layer korean skincare products for maximum hydration during dry winter months
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what is the most cost efficient way to layer korean skincare products for maximum hydration during dry winter months
1 real search · 1 real-search pass
dermatologist advice dry winter skin apply moisturizer damp skin humectant ceramide occlusive petrolatum Korean skincare layeringGoogle ↗
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
dermatologist advice dry winter skin apply moisturizer damp skin humectant ceramide occlusive petrolatum Korean skincare layering Google ↗
- Shop product · ulta.com
- How to pick the right moisturizer for your skin · aad.org
- Dermatologists' top tips for relieving dry skin · aad.org
- A Dermatologist's Guide to Healthy Winter Skin · cuimc.columbia.edu