Jev case: we gave it a library of 11 million+ videos on
Searched 11 million+ TikTok and Instagram videos with Jev to find 384 viral Bloom Nutrition clips in 20 seconds for $0.09, breaking down hook, format, and angle.
The original post
jev is INSANE.
we gave it a library of 11 million+ videos on tiktok & ig and asked it to find viral "bloom nutrition" content.
in 20 seconds, it gave us over 384 videos, breaking down the hook, format & angle that made each one go viral.
(only costed $0.09 in token usage)
jev also finds, watches, analyzes and breaks down viral videos and creators, then writes briefs and scripts for you, based on proven data.
currently available in @virlomain + MCP.
comment "JEV" for access.
Engagement when collected
Numbers are a snapshot taken from X when the case was added to the library (schema v1, collected 2026-09-19); they will not match today.
Where this case fits
Filed under agents & workflows, video, animation & media. In the pattern Jev is built for, the model answers a bounded question per step — and ordinary code acts on the answer, because the answer is already a value rather than a paragraph. Other posts in the same family are on the agents & workflows page.
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Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post