Real ChatGPT answer · index seedIGDM1iqlEegcompleteBeauty and personal care · anti-aginginformational
What do dermatologists actually recommend for treating stubborn adult acne without causing premature sagging or dry patches on young skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do dermatologists actually recommend for treating stubborn adult acne without causing premature sagging or dry patches on young 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 of Dermatology acne guidelines adult acne topical retinoids benzoyl peroxide azelaic acid moisturizer skin irritation Google ↗
AAD patient acne skin care retinoid moisturizer sunscreen adult acne dry skin Google ↗
- Acne clinical guideline · aad.org
- Adult acne treatment dermatologists recommend · aad.org
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.org
- Acne: Diagnosis and treatment · aad.org
- Moisturizer: Why you may need it if you have acne · aad.org
- American Academy of Dermatology issues updated guidelines for the management of 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 guidelines adult acne topical retinoids benzoyl peroxide azelaic acid moisturizer skin irritation OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
AAD patient acne skin care retinoid moisturizer sunscreen adult acne dry skin OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |