Real ChatGPT answer · index seedsySNShqdU9wcompleteBeauty and personal care · anti-aginginformational
My dry sensitive skin reacts poorly to almost everything, so how should I slowly introduce a glycolic acid exfoliant into my weekly routine?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My dry sensitive skin reacts poorly to almost everything, so how should I slowly introduce a glycolic acid exfoliant into my weekly routine?
1 real search · 1 real-search pass
dermatologist guidance sensitive skin glycolic acid patch test introduce slowly AHA sunscreen dry skinGoogle ↗
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 guidance sensitive skin glycolic acid patch test introduce slowly AHA sunscreen dry skin Google ↗
- How to test skin care products · aad.org
- How to safely exfoliate at home · aad.org
- Alpha Hydroxy Acids · fda.gov