what are the best cheap chemical exfoliants for stubborn blackheads that dermatologists actually recommend for daily use
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what are the best cheap chemical exfoliants for stubborn blackheads that dermatologists actually recommend for daily use
1 real search · 1 real-search pass
dermatologist recommendations salicylic acid blackheads daily use leave-on 2% start frequency irritation AADGoogle ↗
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). 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 recommendations salicylic acid blackheads daily use leave-on 2% start frequency irritation AAD Google ↗
- Adult acne treatment dermatologists recommend · aad.org
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.org
- Acne: Diagnosis and treatment · aad.org
- Shop at Ulta · ulta.com
- Shop at Walmart · walmart.com
- Shop at Ulta · ulta.com
- Shop at Ulta · ulta.com
- Shop at CVS · cvs.com
- Whiteheads, Blackheads, Pimples: A Guide to Treating Acne at Home | News · yalemedicine.org
- Acne: Tips for managing · aad.org