Real ChatGPT answer · index seeddzevlMhknzwcompleteBeauty and personal care · clean beautycomparison
Is Juice Beauty Stem Cellular Anti-Wrinkle Booster Serum better than Mad Hippie Vitamin C for treating hyperpigmentation from nursing induced melasma?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Juice Beauty Stem Cellular Anti-Wrinkle Booster Serum better than Mad Hippie Vitamin C for treating hyperpigmentation from nursing induced melasma?
1 real search · 1 real-search pass
melasma treatment breastfeeding lactation topical azelaic acid vitamin C sunscreen dermatology guidanceGoogle ↗
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
melasma treatment breastfeeding lactation topical azelaic acid vitamin C sunscreen dermatology guidance Google ↗
- Topical and Systemic Therapies in Melasma: A Systematic Review · pmc.ncbi.nlm.nih.gov
- Melasma: Diagnosis and treatment · aad.org
- Melasma: Self-care · aad.org
- Melasma: Overview · aad.org
- Azelaic Acid · ncbi.nlm.nih.gov
- Cosmetic Dermatology in Pregnancy and Lactation: A Risk–Benefit Framework for Clinical Practice - Kovacs - International Journal of Dermatology · onlinelibrary.wiley.com