What are the current top-rated treatments for reducing dark spot hyperpigmentation that dermatologists are recommending to patients this month?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current top-rated treatments for reducing dark spot hyperpigmentation that dermatologists are recommending to patients this month?
3 real searches · 1 real-search pass
November 2026 dermatologist recommended hyperpigmentation treatments dark spots hydroquinone azelaic acid retinoids tranexamic acid dermatologyGoogle ↗
OBSERVEDComparison
American Academy of Dermatology hyperpigmentation melasma treatment sunscreen hydroquinone retinoid azelaic acid 2026Google ↗
OBSERVEDReason
DermNet postinflammatory hyperpigmentation treatment hydroquinone azelaic acid retinoids chemical peels laserGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
November 2026 dermatologist recommended hyperpigmentation treatments dark spots hydroquinone azelaic acid retinoids tranexamic acid dermatology Google ↗
American Academy of Dermatology hyperpigmentation melasma treatment sunscreen hydroquinone retinoid azelaic acid 2026 Google ↗
DermNet postinflammatory hyperpigmentation treatment hydroquinone azelaic acid retinoids chemical peels laser Google ↗
- Optimizing melasma management · staging.aad.org
- How to fade dark spots in darker skin tones · aad.org
- Postinflammatory hyperpigmentation · dermnetnz.org
- Azelaic acid: Uses, Application and More · dermnetnz.org
- Dermatology: how to manage facial hyperpigmentation in skin of colour · pmc.ncbi.nlm.nih.gov
- Melasma: Diagnosis and treatment · aad.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
November 2026 dermatologist recommended hyperpigmentation treatments dark spots hydroquinone azelaic acid retinoids tranexamic acid dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy of Dermatology hyperpigmentation melasma treatment sunscreen hydroquinone retinoid azelaic acid 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
DermNet postinflammatory hyperpigmentation treatment hydroquinone azelaic acid retinoids chemical peels laser OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |