Real ChatGPT answer · index seedPaxgdfhgjQ0completeBeauty and personal care · men's groominginformational
What active ingredients should I look for in a men's facial cleanser to manage severe T-zone oiliness during the humid summer months?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What active ingredients should I look for in a men's facial cleanser to manage severe T-zone oiliness during the humid summer months?
1 real search · 1 real-search pass
American Academy of Dermatology oily skin face washing salicylic acid cleanser niacinamide evidenceGoogle ↗
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
American Academy of Dermatology oily skin face washing salicylic acid cleanser niacinamide evidence Google ↗
- How to control oily skin · aad.org
- Skincare ingredients recommended by cosmetic dermatologists: A Delphi consensus study · pubmed.ncbi.nlm.nih.gov
- Face washing 101 · staging.aad.org