Real ChatGPT answer · index seedh22ipSxksZIcompleteBeauty and personal care · anti-aginginformational
How does the skin barrier function change as we enter retirement age, and why does it make our face so much more sensitive to anti aging skincare products we used to tolerate easily
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the skin barrier function change as we enter retirement age, and why does it make our face so much more sensitive to anti aging skincare products we used to tolerate easily
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
skin aging epidermal barrier ceramides transepidermal water loss sensitivity retinoids older adults review dermatology Google ↗
American Academy Dermatology aging skin dry sensitive skin retinoid irritation moisturizer barrier Google ↗
- Aging of the skin barrier · pubmed.ncbi.nlm.nih.gov
- Characteristics of the Aging Skin · pmc.ncbi.nlm.nih.gov
- Cosmetic retinoid use in photoaged skin: A review of the compounds, their use and mechanisms of action · pmc.ncbi.nlm.nih.gov
- Caring for your skin in menopause · aad.org
- How to care for your skin in your 60s and 70s · aad.org
- Retinoid or retinol? · aad.org
- Promoting a Healthy Skin Barrier Using Skin Care in People With Mature Skin Xerosis · pubmed.ncbi.nlm.nih.gov
- Epidermal barrier function in dry, flaky and sensitive skin: A narrative review - Fluhr - 2024 - Journal of the European Academy of Dermatology and Venereology · onlinelibrary.wiley.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
skin aging epidermal barrier ceramides transepidermal water loss sensitivity retinoids older adults review dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology aging skin dry sensitive skin retinoid irritation moisturizer barrier OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |