How do I safely incorporate both prescription tretinoin and an exfoliating acid into my weekly schedule without ruining my skin barrier as a busy mom?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I safely incorporate both prescription tretinoin and an exfoliating acid into my weekly schedule without ruining my skin barrier as a busy mom?
1 real search · 1 real-search pass
American Academy of Dermatology tretinoin skin care moisturizer sunscreen irritation exfoliation retinoid acids guidanceGoogle ↗
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
American Academy of Dermatology tretinoin skin care moisturizer sunscreen irritation exfoliation retinoid acids guidance Google ↗
- Moisturizer: Why you may need it if you have acne · aad.org
- Acne: Diagnosis and treatment · aad.org
- Retinoid or retinol? · aad.org
- Tretinoin Cream, USP (Emollient) 0.05% · dailymed.nlm.nih.gov