Put together an affordable drugstore skincare routine featuring active retinoids and ceramides that specifically targets melasma and uneven facial texture without breaking the skin barrier.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Put together an affordable drugstore skincare routine featuring active retinoids and ceramides that specifically targets melasma and uneven facial texture without breaking the skin barrier.
1 real search · 1 real-search pass
melasma treatment sunscreen visible light iron oxides retinoids azelaic acid dermatology guidance 2025Google ↗
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 sunscreen visible light iron oxides retinoids azelaic acid dermatology guidance 2025 Google ↗
- Melasma: Diagnosis and treatment · aad.org
- Melasma: Self-care · aad.org
- How to fade dark spots in darker skin tones · aad.org
- Delphi consensus on melasma management by international experts and pigmentary disorders society · pubmed.ncbi.nlm.nih.gov