Are there any new pregnancy safe skincare lines recommended by dermatologists for treating melasma this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any new pregnancy safe skincare lines recommended by dermatologists for treating melasma this year?
1 real search · 1 real-search pass
2026 dermatologist recommended pregnancy safe melasma skincare lines new products pregnancy azelaic acid guidanceGoogle ↗
OBSERVEDOther / navigational
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
2026 dermatologist recommended pregnancy safe melasma skincare lines new products pregnancy azelaic acid guidance Google ↗
- Melasma: Diagnosis and treatment · aad.org
- Dermatologist-approved pregnancy skin care · aad.org
- Cosmetic Dermatology in Pregnancy and Lactation: A Risk–Benefit Framework for Clinical Practice - Kovacs - International Journal of Dermatology · onlinelibrary.wiley.com
- Shop product · sephora.com
- Shop product · colorescience.com
- Shop product · sephora.com