What causes dark spots on the face and what are the best color correcting cosmetics or treatments for hyperpigmentation available right now
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What causes dark spots on the face and what are the best color correcting cosmetics or treatments for hyperpigmentation available right now
1 real search · 1 real-search pass
2026 best hyperpigmentation treatments evidence dermatology melasma post inflammatory hyperpigmentation topical ingredients tinted iron oxide sunscreen color correcting makeupGoogle ↗
OBSERVEDComparison
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 best hyperpigmentation treatments evidence dermatology melasma post inflammatory hyperpigmentation topical ingredients tinted iron oxide sunscreen color correcting makeup Google ↗
- Melasma: Diagnosis and treatment · aad.org
- How to fade dark spots in darker skin tones · aad.org
- Global consensus on the management of melanin hyperpigmentation disorders - Passeron - 2026 - Journal of the European Academy of Dermatology and Venereology · doi.org
- Global consensus on the management of melanin hyperpigmentation disorders · pmc.ncbi.nlm.nih.gov
Queries
1 queries · click a column to sort