What is the safest way to transition from over-the-counter retinol to prescription strength tretinoin when you have zero time for severe peeling during carpool week?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the safest way to transition from over-the-counter retinol to prescription strength tretinoin when you have zero time for severe peeling during carpool week?
1 real search · 1 real-search pass
American Academy Dermatology tretinoin retinoid irritation start slowly moisturizer pea sized sunscreen adviceGoogle ↗
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 Dermatology tretinoin retinoid irritation start slowly moisturizer pea sized sunscreen advice Google ↗
- Acne: Diagnosis and treatment · aad.org
- Retinoid or retinol? · aad.org
- Tretinoin Topical: MedlinePlus Drug Information · medlineplus.gov