Real ChatGPT answer · index seedDWAJCOlGjdQcompleteBeauty and personal care · cosmeticsinformational
Are there any new over the counter serums that actually work for treating hyper pigmentation on the face caused by old acne scars?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any new over the counter serums that actually work for treating hyper pigmentation on the face caused by old acne scars?
2 real searches · 1 real-search pass
evidence topical treatments post-inflammatory hyperpigmentation acne azelaic acid retinoids niacinamide tranexamic acid sunscreen dermatology 2025 2026Google ↗
OBSERVEDReason
American Academy of Dermatology post inflammatory hyperpigmentation acne dark spots sunscreen azelaic acid retinoid evidenceGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
evidence topical treatments post-inflammatory hyperpigmentation acne azelaic acid retinoids niacinamide tranexamic acid sunscreen dermatology 2025 2026 Google ↗
American Academy of Dermatology post inflammatory hyperpigmentation acne dark spots sunscreen azelaic acid retinoid evidence Google ↗
- How to fade dark spots in darker skin tones · aad.org
- Acne: Diagnosis and treatment · aad.org
- Nonprescription acne treatment: Which products work best? · mayoclinic.org
- Dermatology: how to manage facial hyperpigmentation in skin of colour · pmc.ncbi.nlm.nih.gov
- Postinflammatory hyperpigmentation · dermnetnz.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evidence topical treatments post-inflammatory hyperpigmentation acne azelaic acid retinoids niacinamide tranexamic acid sunscreen dermatology 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy of Dermatology post inflammatory hyperpigmentation acne dark spots sunscreen azelaic acid retinoid evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |