how do anti aging face oils compare to hyaluronic acid serums for stopping winter skin dehydration
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
how do anti aging face oils compare to hyaluronic acid serums for stopping winter skin dehydration
1 real search · 1 real-search pass
hyaluronic acid topical skin hydration humectant moisturizer winter dry skin dermatology evidence face oils occlusive emollientGoogle ↗
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
hyaluronic acid topical skin hydration humectant moisturizer winter dry skin dermatology evidence face oils occlusive emollient Google ↗
- A Dermatologist's Guide to Healthy Winter Skin · cuimc.columbia.edu
- Emollients and Moisturizers (Moisturisers) · dermnetnz.org
- How to pick the right moisturizer for your skin · aad.org