Can daily use of SPF really prevent premature skin aging like dark spots and fine lines, or is that mostly marketing hype from beauty brands.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can daily use of SPF really prevent premature skin aging like dark spots and fine lines, or is that mostly marketing hype from beauty brands.
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
2013 Annals Internal Medicine randomized trial daily sunscreen skin aging 24 percent Hughes 903 adults Google ↗
American Academy Dermatology sunscreen broad spectrum SPF 30 UVA UVB dark spots photoaging daily use Google ↗
- How to apply sunscreen · aad.org
- Sunscreen FAQs · aad.org
- How do I know if I'm using the right sunscreen? · aad.org
- How to decode a sunscreen label · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2013 Annals Internal Medicine randomized trial daily sunscreen skin aging 24 percent Hughes 903 adults OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
American Academy Dermatology sunscreen broad spectrum SPF 30 UVA UVB dark spots photoaging daily use OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |