Real ChatGPT answer · index seedNsTzMzxzuJEcompleteBeauty and personal care · men's groominginformational
Are mens acne breakouts caused by stress and lack of sleep during college and how can I treat them without ruining my skin barrier?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are mens acne breakouts caused by stress and lack of sleep during college and how can I treat them without ruining my skin barrier?
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). 1 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 of Dermatology acne skin care benzoyl peroxide adapalene moisturizer skin barrier stress sleep acne Google ↗
NHS acne causes stress sleep treatment benzoyl peroxide adapalene skincare Google ↗
- Acne Management: Guidelines From the American Academy of Dermatology · aafp.org
- Adapalene: MedlinePlus Drug Information · medlineplus.gov
- Moisturizer: Why you may need it if you have acne · aad.org
- Acne: Tips for managing · aad.org
- Acne · nhs.uk
- 10 skin care habits that can worsen acne · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology acne skin care benzoyl peroxide adapalene moisturizer skin barrier stress sleep acne OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NHS acne causes stress sleep treatment benzoyl peroxide adapalene skincare OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |