what is the best way to transition from over the counter retinol to prescription tretinoin without completely ruining my sensitive skin
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what is the best way to transition from over the counter retinol to prescription tretinoin without completely ruining my sensitive skin
1 real search · 1 real-search pass
American Academy of Dermatology how to apply tretinoin retinoid sensitive skin moisturizer irritation pregnancyGoogle ↗
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 how to apply tretinoin retinoid sensitive skin moisturizer irritation pregnancy Google ↗
- Acne: Diagnosis and treatment · aad.org
- Moisturizer: Why you may need it if you have acne · aad.org
- What strategies can be used during the first weeks of topical retinoid application to avoid or minimize irritation? · eadv.org
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.org
- Retinoid or retinol? · aad.org
- Dermatologist-approved pregnancy skin care · aad.org
- label · accessdata.fda.gov