How important is it really to wear SPF 50 every single day in college if I spend most of my time indoors walking between lecture halls under fluorescent lights to prevent premature skin aging?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How important is it really to wear SPF 50 every single day in college if I spend most of my time indoors walking between lecture halls under fluorescent lights to prevent premature skin aging?
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 Dermatology sunscreen daily indoors windows UVA glass fluorescent lights skin aging SPF 30 broad spectrum recommendations Google ↗
FDA fluorescent lamps UV emissions skin exposure indoor lighting blue light skin aging evidence Google ↗
- Sunscreen FAQs · aad.org
- How do I know if I'm using the right sunscreen? · aad.org
- How to apply sunscreen · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy Dermatology sunscreen daily indoors windows UVA glass fluorescent lights skin aging SPF 30 broad spectrum recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
FDA fluorescent lamps UV emissions skin exposure indoor lighting blue light skin aging evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |