what are the top rated chemical exfoliants for clearing dark spots and hyperpigmentation without destroying my skin barrier
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what are the top rated chemical exfoliants for clearing dark spots and hyperpigmentation without destroying my skin barrier
1 real search · 1 real-search pass
best gentle chemical exfoliants hyperpigmentation dark spots sensitive skin barrier azelaic acid mandelic acid PHA dermatologist recommendations 2026Google ↗
OBSERVEDInstruction
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 gentle chemical exfoliants hyperpigmentation dark spots sensitive skin barrier azelaic acid mandelic acid PHA dermatologist recommendations 2026 Google ↗
- Shop at Sephora · sephora.com
- Shop at Sephora · sephora.com
- Shop at Sephora · sephora.com
- Shop at Ulta · ulta.com
- Shop at Sephora · sephora.com
- 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
- Best Azelaic Acid Products of 2026, According to Dermatologists · womenshealthmag.com
- 6 Best PHA Products to Gently Exfoliate Sensitive Skin · allure.com
- 7 Best Mandelic Acid Serums for Acne, Dark Spots, and Sensitive Skin · allure.com