Running a night race tonight and need to know if chest lights or clip on safety lights are better for dark trails based on current gear reviews.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Running a night race tonight and need to know if chest lights or clip on safety lights are better for dark trails based on current gear reviews.
1 real search · 1 real-search pass
2026 best running chest lights vs clip-on safety lights dark trail running gear reviewsGoogle ↗
OBSERVEDComparison
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).
Searches and sources
ChatGPT1 real searches · gpt-6
2026 best running chest lights vs clip-on safety lights dark trail running gear reviews Google ↗
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