What are the most effective modern options for fading post acne scars and age spots simultaneously without bleaching the surrounding healthy skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most effective modern options for fading post acne scars and age spots simultaneously without bleaching the surrounding healthy skin?
3 real searches · 1 real-search pass
American Academy Dermatology post-inflammatory hyperpigmentation acne dark spots treatment azelaic acid retinoid sunscreen laser age spotsGoogle ↗
OBSERVEDInstruction
DermNet solar lentigo treatment IPL pigment laser cryotherapy surrounding skin post inflammatory hyperpigmentationGoogle ↗
OBSERVEDInstruction
2024 review treatment post acne hyperpigmentation acne scars picosecond laser fractional laser skin of color risksGoogle ↗
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 (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
American Academy Dermatology post-inflammatory hyperpigmentation acne dark spots treatment azelaic acid retinoid sunscreen laser age spots Google ↗
DermNet solar lentigo treatment IPL pigment laser cryotherapy surrounding skin post inflammatory hyperpigmentation Google ↗
2024 review treatment post acne hyperpigmentation acne scars picosecond laser fractional laser skin of color risks Google ↗
- Treatment of Solar Lentigines: A Systematic Review of Clinical Trials · pubmed.ncbi.nlm.nih.gov
- Solar lentigo · dermnetnz.org
- JMIR Dermatology - Atrophic Postacne Scar Treatment: Narrative Review · derma.jmir.org
- Postinflammatory hyperpigmentation · dermnetnz.org
- 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 · onlinelibrary.wiley.com
- Brown spots, lentigos and freckles · dermnetnz.org
- Acne: Diagnosis and treatment · aad.org
- What can get rid of age spots? · aad.org
- Post-inflammatory Hyperpigmentation in Skin of Color: Emerging Therapies and Treatment Algorithms · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology post-inflammatory hyperpigmentation acne dark spots treatment azelaic acid retinoid sunscreen laser age spots OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
DermNet solar lentigo treatment IPL pigment laser cryotherapy surrounding skin post inflammatory hyperpigmentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
2024 review treatment post acne hyperpigmentation acne scars picosecond laser fractional laser skin of color risks OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |