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ViralJury
Pre-upload video analyzer for content creators.
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.
I built this product as a tool to help content creators figure out what's wrong before posting, to save time and confusion. What features would you like to see?
About ViralJury on Product Hunt
“Pre-upload video analyzer for content creators.”
ViralJury was submitted on Product Hunt and earned 3 upvotes and 3 comments, placing #98 on the daily leaderboard. 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.
On the analytics side, ViralJury competes within Chrome Extensions, Productivity, Social Media and Artificial Intelligence — topics that collectively have 1.3M followers on Product Hunt. The dashboard above tracks how ViralJury performed against the three products that launched closest to it on the same day.
Who hunted ViralJury?
ViralJury was hunted by Major General. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of ViralJury including community comment highlights and product details, visit the product overview.
Major General