Should I switch my postpartum dark spot routine from urban skin rx to the top rated hyperpigmentation serums available right now for safe use while nursing
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I switch my postpartum dark spot routine from urban skin rx to the top rated hyperpigmentation serums available right now for safe use while nursing
1 real search · 1 real-search pass
breastfeeding topical skincare hyperpigmentation ingredients azelaic acid niacinamide vitamin C hydroquinone lactation safety dermatology 2026Google ↗
OBSERVEDReason
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
breastfeeding topical skincare hyperpigmentation ingredients azelaic acid niacinamide vitamin C hydroquinone lactation safety dermatology 2026 Google ↗
- Shop at Ulta · ulta.com
- Shop at Ulta · ulta.com
- Shop at Ulta · ulta.com
- Shop at CVS · cvs.com
- Shop at Ulta · ulta.com
- Azelaic Acid - Drugs and Lactation Database (LactMed®) · ncbi.nlm.nih.gov
- Safety of dermatologic medications in pregnancy and lactation: An update—Part II: Lactation · sciencedirect.com
- Cosmetic Dermatology in Pregnancy and Lactation: A Risk–Benefit Framework for Clinical Practice - Kovacs - International Journal of Dermatology · onlinelibrary.wiley.com
- Hydroquinone - Drugs and Lactation Database (LactMed®) · ncbi.nlm.nih.gov