What is the best active ingredient to target both stubborn blackheads and hyperpigmentation from old breakouts at the same time without completely drying out my combination skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best active ingredient to target both stubborn blackheads and hyperpigmentation from old breakouts at the same time without completely drying out my combination skin?
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 blackheads salicylic acid retinoid post inflammatory hyperpigmentation azelaic acid skincare Google ↗
DermNet azelaic acid acne postinflammatory hyperpigmentation salicylic acid comedones Google ↗
- Adult acne treatment dermatologists recommend · aad.org
- Acne: Diagnosis and treatment · aad.org
- Azelaic acid: Uses, Application and More · dermnetnz.org
- Acne Management: Guidelines From the American Academy of Dermatology · aafp.org
- How to fade dark spots in darker skin tones · aad.org
- 10 tips for clearing acne in darker skin tones · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology blackheads salicylic acid retinoid post inflammatory hyperpigmentation azelaic acid skincare OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
DermNet azelaic acid acne postinflammatory hyperpigmentation salicylic acid comedones OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |