I need budget-friendly recommendations for preventing premature skin aging because I pull so many all-nighters studying and my skin looks exhausted.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need budget-friendly recommendations for preventing premature skin aging because I pull so many all-nighters studying and my skin looks exhausted.
1 real search · 1 real-search pass
American Academy of Dermatology prevent premature skin aging sunscreen retinoid sleep skin care recommendationsGoogle ↗
OBSERVEDInstruction
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
American Academy of Dermatology prevent premature skin aging sunscreen retinoid sleep skin care recommendations Google ↗
- View product · target.com
- View product · walmart.com
- Wrinkle remedies · aad.org
- 11 ways to reduce premature skin aging · staging.aad.org
- Retinoid or retinol? · aad.org