Can you explain if chemical peel treatments work better than retinol serums for fading old acne scars on a beginner?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you explain if chemical peel treatments work better than retinol serums for fading old acne scars on a beginner?
2 real searches · 1 real-search pass
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
American Academy Dermatology acne scars dark spots retinoids chemical peels post inflammatory hyperpigmentation Google ↗
AAD acne scars treatment chemical peels retinoids atrophic scars Google ↗
- Acne: Diagnosis and treatment · aad.org
- Retinoid or retinol? · aad.org
- Acne scars: Consultation and treatment · aad.org
- Treatment recommendations for acne-associated hyperpigmentation: Results of the Delphi consensus process and a literature review · pubmed.ncbi.nlm.nih.gov
- Postinflammatory Hyperpigmentation - StatPearls · ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology acne scars dark spots retinoids chemical peels post inflammatory hyperpigmentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
AAD acne scars treatment chemical peels retinoids atrophic scars OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |