What is the best product combination for tackling both adult hormonal acne and early anti aging concerns without causing severe skin irritation
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best product combination for tackling both adult hormonal acne and early anti aging concerns without causing severe skin irritation
1 real search · 1 real-search pass
American Academy of Dermatology adult acne skin care retinoid azelaic acid sunscreen irritation guidanceGoogle ↗
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
American Academy of Dermatology adult acne skin care retinoid azelaic acid sunscreen irritation guidance Google ↗
- Acne: Diagnosis and treatment · aad.org
- Adult acne treatment dermatologists recommend · aad.org
- Retinoid or retinol? · aad.org
- 2024 AAD Acne Vulgaris Clinical Guideline Summary · guidelinecentral.com
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.org