Real ChatGPT answer · index seedPPRiiI0qetocompleteHealth and wellness · women's healthinformational
Running a boutique studio gets stressful, and my hormonal acne breakouts are flaring up again. What are the best topical treatments that won't dry out my skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Running a boutique studio gets stressful, and my hormonal acne breakouts are flaring up again. What are the best topical treatments that won't dry out my 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
dermatologist guidelines topical treatment hormonal acne azelaic acid adapalene benzoyl peroxide moisturizer dry sensitive skin Google ↗
American Academy Dermatology acne skin care moisturizer noncomedogenic retinoid benzoyl peroxide azelaic acid pregnancy Google ↗
- Moisturizer: Why you may need it if you have acne · aad.org
- Acne: Diagnosis and treatment · aad.org
- Acne clinical guideline · aad.org
- Is any acne treatment safe to use during pregnancy? · aad.org
- Dermatologist-approved pregnancy skin care · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatologist guidelines topical treatment hormonal acne azelaic acid adapalene benzoyl peroxide moisturizer dry sensitive skin OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy Dermatology acne skin care moisturizer noncomedogenic retinoid benzoyl peroxide azelaic acid pregnancy OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |