Real ChatGPT answer · index seedrDbcjVvb0t4completeBeauty and personal care · cosmeticsinformational
What are the newest skincare treatments for fading stubborn sun spots and treating hyper pigmentation on sensitive facial skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the newest skincare treatments for fading stubborn sun spots and treating hyper pigmentation on sensitive facial skin?
3 real searches · 1 real-search pass
2025 2026 newest dermatology treatments solar lentigines melasma hyperpigmentation sensitive skin evidence laser topical tranexamic acid cysteamineGoogle ↗
OBSERVEDOther / navigational
American Academy Dermatology melasma treatment lasers hydroquinone sunscreen tinted iron oxide sensitive skinGoogle ↗
OBSERVEDReason
DermNet solar lentigo treatment laser cryotherapy topical retinoid melasma postinflammatory hyperpigmentationGoogle ↗
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 (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
2025 2026 newest dermatology treatments solar lentigines melasma hyperpigmentation sensitive skin evidence laser topical tranexamic acid cysteamine Google ↗
American Academy Dermatology melasma treatment lasers hydroquinone sunscreen tinted iron oxide sensitive skin Google ↗
DermNet solar lentigo treatment laser cryotherapy topical retinoid melasma postinflammatory hyperpigmentation Google ↗
- Optimizing melasma management · staging.aad.org
- Global consensus on the management of melanin hyperpigmentation disorders - Passeron - 2026 - Journal of the European Academy of Dermatology and Venereology · onlinelibrary.wiley.com
- Melasma (facial pigmentation) · dermnetnz.org
- Treatment of Solar Lentigines: A Systematic Review of Clinical Trials · pubmed.ncbi.nlm.nih.gov
- Solar lentigo · dermnetnz.org
- Melasma: Diagnosis and treatment · aad.org
- How to fade dark spots in darker skin tones · aad.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 newest dermatology treatments solar lentigines melasma hyperpigmentation sensitive skin evidence laser topical tranexamic acid cysteamine OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
American Academy Dermatology melasma treatment lasers hydroquinone sunscreen tinted iron oxide sensitive skin OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
DermNet solar lentigo treatment laser cryotherapy topical retinoid melasma postinflammatory hyperpigmentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |