What signs of premature skin aging should I look for and how can daily sunscreen usage reverse or stop them?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What signs of premature skin aging should I look for and how can daily sunscreen usage reverse or stop them?
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
American Academy of Dermatology sunscreen prevent premature skin aging photoaging signs broad spectrum SPF 30 reapply every two hours Google ↗
NIH randomized trial daily sunscreen skin aging progression photoaging 4.5 years Google ↗
- Sunscreen FAQs · aad.org
- Sunscreen: How to Help Protect Your Skin from the Sun · fda.gov
- Sunscreen and prevention of skin aging: a randomized trial. · pubmed.ncbi.nlm.nih.gov
- Sunscreen and prevention of skin aging: a randomized trial · pubmed.ncbi.nlm.nih.gov
- How to apply sunscreen · aad.org
- How to select a sunscreen · aad.org
- Practice Safe Sun · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology sunscreen prevent premature skin aging photoaging signs broad spectrum SPF 30 reapply every two hours OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NIH randomized trial daily sunscreen skin aging progression photoaging 4.5 years OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |