ViralJury - Test your video before the algorithm does!
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ViralJury is a pre-upload QA tool for short-form video. Upload a Short, Reel, or TikTok and get a structural review before you publish: first-frame clarity, where the hook stops earning attention, caption onset, pacing drag, and how far the viewer has to travel to reach the payoff. Every finding is timestamped and paired with a concrete edit decision, plus a note on what to preserve. It does not predict views or promise virality, it catches avoidable weak moments while you can still fix them.
Replies
the timestamped breakdown paired with a concrete edit decision is such a thoughtful touch most tools just tell you something's wrong without giving you a path forward.
honestly the timestamped hook breakdown is the part that surprised me, like it actually showed where my first three seconds stopped earning attention instead of just guessing. saved me from publishing a Reel with a muddy opening frame.