Can hormone replacement therapy affect adult acne, and what are the best modern spot treatments for painful hormonal jawline breakouts?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can hormone replacement therapy affect adult acne, and what are the best modern spot treatments for painful hormonal jawline breakouts?
2 real searches · 1 real-search pass
adult female acne hormonal therapy testosterone estrogen progestins acne guidelines topical benzoyl peroxide adapalene azelaic acid intralesional corticosteroidGoogle ↗
OBSERVEDReason
American Academy Dermatology acne guideline benzoyl peroxide topical retinoids azelaic acid intralesional corticosteroid painful nodulesGoogle ↗
OBSERVEDConsequence
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
adult female acne hormonal therapy testosterone estrogen progestins acne guidelines topical benzoyl peroxide adapalene azelaic acid intralesional corticosteroid Google ↗
American Academy Dermatology acne guideline benzoyl peroxide topical retinoids azelaic acid intralesional corticosteroid painful nodules Google ↗
- Acne clinical guideline · aad.org
- Acne: Diagnosis and treatment · aad.org
- American Academy of Dermatology issues updated guidelines for the management of acne · aad.org
- Acne Management: Guidelines From the American Academy of Dermatology · aafp.org
- Guidelines of care for the management of acne vulgaris - Journal of the American Academy of Dermatology · doi.org
- Female Adult Acne and Androgen Excess: A Report From the Multidisciplinary Androgen Excess and PCOS Committee | Journal of the Endocrine Society · academic.oup.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
adult female acne hormonal therapy testosterone estrogen progestins acne guidelines topical benzoyl peroxide adapalene azelaic acid intralesional corticosteroid OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology acne guideline benzoyl peroxide topical retinoids azelaic acid intralesional corticosteroid painful nodules OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |