Real ChatGPT answer · index seedGVWYZrbVOX0completeBeauty and personal care · clean beautyinformational
What affordable drugstore serums actually brighten post acne scars the way luxury vitamin c serums do?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What affordable drugstore serums actually brighten post acne scars the way luxury vitamin c serums do?
1 real search · 1 real-search pass
best dermatologist recommended ingredients post acne hyperpigmentation vitamin C azelaic acid niacinamide tranexamic acid OTC drugstore serums 2025 2026Google ↗
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
best dermatologist recommended ingredients post acne hyperpigmentation vitamin C azelaic acid niacinamide tranexamic acid OTC drugstore serums 2025 2026 Google ↗
- Top Skin-Care Ingredients Recommended by Dermatologists · nm.org
- Global consensus on the management of melanin hyperpigmentation disorders - Passeron - 2026 - Journal of the European Academy of Dermatology and Venereology · doi.org
- How to fade dark spots in darker skin tones · aad.org
- How to treat dark spots and hyperpigmentation · curology.com