Real ChatGPT answer · index seedSiQINHfxwowcompleteBeauty and personal care · clean beautycommercial
What natural treatments and lifestyle changes are most effective for clearing up stubborn adult hormonal acne within a few months?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What natural treatments and lifestyle changes are most effective for clearing up stubborn adult hormonal acne within a few months?
2 real searches · 1 real-search pass
American Academy of Dermatology acne guidelines adult acne diet low glycemic dairy supplements topical retinoid benzoyl peroxide azelaic acid 2024Google ↗
OBSERVEDInstruction
NICE acne vulgaris management adult women hormonal acne spironolactone retinoid pregnancy skincare guidelineGoogle ↗
OBSERVEDComparison
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 diet low glycemic dairy supplements topical retinoid benzoyl peroxide azelaic acid 2024 Google ↗
NICE acne vulgaris management adult women hormonal acne spironolactone retinoid pregnancy skincare guideline Google ↗
- Acne clinical guideline · aad.org
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.org
- Adult acne treatment dermatologists recommend · aad.org
- Stubborn acne? Hormonal therapy may help · aad.org
- Acne: Diagnosis and treatment · aad.org
- American Academy of Dermatology issues updated guidelines for the management of acne · aad.org
- Recommendations | Acne vulgaris: management | Guidance · nice.org.uk
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 diet low glycemic dairy supplements topical retinoid benzoyl peroxide azelaic acid 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NICE acne vulgaris management adult women hormonal acne spironolactone retinoid pregnancy skincare guideline OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |