Real ChatGPT answer · index seedFguitIpiKgscompleteBeauty and personal care · anti-aginginformational
How does lack of sleep from college all-nighters accelerate forehead expression lines, and is there any quick way to plump my skin back up?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does lack of sleep from college all-nighters accelerate forehead expression lines, and is there any quick way to plump my skin back up?
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). 1 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
sleep deprivation skin barrier function transepidermal water loss skin aging study sleep quality skin aging Google ↗
American Academy Dermatology dry skin moisturizer hyaluronic acid fine lines dehydration skin care Google ↗
- How to pick the right moisturizer for your skin · aad.org
- Wrinkle remedies · aad.org
- Dermatologists' top tips for relieving dry skin · aad.org
- A study of skin characteristics with long-term sleep restriction in Korean women in their 40s · pubmed.ncbi.nlm.nih.gov
- “You look sleepy…” The impact of sleep restriction on skin parameters and facial appearance of 24 women · sciencedirect.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
sleep deprivation skin barrier function transepidermal water loss skin aging study sleep quality skin aging OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology dry skin moisturizer hyaluronic acid fine lines dehydration skin care OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |