What dark spot correctors do dermatologists currently recommend for post inflammatory hyperpigmentation on fair skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What dark spot correctors do dermatologists currently recommend for post inflammatory hyperpigmentation on fair skin?
1 real search · 1 real-search pass
dermatologist recommendations post inflammatory hyperpigmentation fair skin azelaic acid retinoid hydroquinone sunscreen AAD 2025Google ↗
OBSERVEDConsequence
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
dermatologist recommendations post inflammatory hyperpigmentation fair skin azelaic acid retinoid hydroquinone sunscreen AAD 2025 Google ↗
- 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
- Postinflammatory hyperpigmentation · dermnetnz.org
- View product · ulta.com
- View product · walmart.com
- View product · sephora.com
- View product · skinceuticals.com
- Dermatology: how to manage facial hyperpigmentation in skin of colour · pmc.ncbi.nlm.nih.gov
- Post-inflammatory Hyperpigmentation in Skin of Color: Emerging Therapies and Treatment Algorithms · pmc.ncbi.nlm.nih.gov