What do dermatologists currently suggest as the best treatment for stubborn hyperpigmentation and sun damage on the chest and neck?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do dermatologists currently suggest as the best treatment for stubborn hyperpigmentation and sun damage on the chest and neck?
3 real searches · 1 real-search pass
American Academy of Dermatology hyperpigmentation treatment sun spots chest neck retinoid hydroquinone laser photoprotectionGoogle ↗
OBSERVEDConsequence
dermatologist treatment poikiloderma of Civatte neck chest IPL laser topical treatment evidence 2025Google ↗
OBSERVEDConsequence
AAD sun damaged skin actinic keratosis chest neck treatment dermatologist retinoid chemical peel laserGoogle ↗
OBSERVEDReason
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). 2 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
American Academy of Dermatology hyperpigmentation treatment sun spots chest neck retinoid hydroquinone laser photoprotection Google ↗
dermatologist treatment poikiloderma of Civatte neck chest IPL laser topical treatment evidence 2025 Google ↗
AAD sun damaged skin actinic keratosis chest neck treatment dermatologist retinoid chemical peel laser Google ↗
- Global consensus on the management of melanin hyperpigmentation disorders · pmc.ncbi.nlm.nih.gov
- Global consensus on the management of melanin hyperpigmentation disorders - Passeron - 2026 - Journal of the European Academy of Dermatology and Venereology · doi.org
- Poikiloderma of Civatte | Color Atlas of Cosmetic Dermatology, 2e | AccessDermatologyDxRx · dermatology.mhmedical.com
- Poikiloderma of Civatte · dermnetnz.org
- How dermatologists treat sun-damaged skin · aad.org
- Melasma: Diagnosis and treatment · aad.org
- Dermatology: how to manage facial hyperpigmentation in skin of colour · pmc.ncbi.nlm.nih.gov
- How to fade dark spots in darker skin tones · aad.org
- POIKILODERMA OF CIVATTE · iacdworld.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology hyperpigmentation treatment sun spots chest neck retinoid hydroquinone laser photoprotection OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
dermatologist treatment poikiloderma of Civatte neck chest IPL laser topical treatment evidence 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
AAD sun damaged skin actinic keratosis chest neck treatment dermatologist retinoid chemical peel laser OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |