Real ChatGPT answer · index seedB5E72KjzCLIcompleteBeauty and personal care · anti-aginginformational
Could adult acne breakouts in older women be related to changes in our lipid barrier and sebum composition rather than traditional hormone fluctuations
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The searches the AI actually ran for this prompt.
SEED QUERY
Could adult acne breakouts in older women be related to changes in our lipid barrier and sebum composition rather than traditional hormone fluctuations
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
adult female acne aging sebum composition lipid barrier ceramides menopause review study Google ↗
skin aging sebum composition fatty acids squalene oxidation adult acne women review Google ↗
- Female Adult Acne and Androgen Excess: A Report From the Multidisciplinary Androgen Excess and PCOS Committee | Journal of the Endocrine Society · academic.oup.com
- Challenges in Adult Acne and the Role of Skin Care in Managing the Condition - JDDonline · jddonline.com
- Unveiling the Nuances of Adult Female Acne: A Comprehensive Exploration of Epidemiology, Treatment Modalities, Dermocosmetics, and the Menopausal Influence · pmc.ncbi.nlm.nih.gov
- Beyond Hot Flashes: Understanding and Treating Menopause-Associated Skin Changes · jintegrativederm.org
- Caring for your skin in menopause · aad.org
- The primary role of sebum in the pathophysiology of acne vulgaris and its therapeutic relevance in acne management · pubmed.ncbi.nlm.nih.gov
- Challenges in Adult Acne and the Role of Skin Care in Managing the Condition. · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
adult female acne aging sebum composition lipid barrier ceramides menopause review study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
skin aging sebum composition fatty acids squalene oxidation adult acne women review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |