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ViralJury
Let an AI jury roast your video before you upload them!
ViralJury lets creators test short-form videos before posting. Upload a Short, Reel, TikTok, gaming clip, sports edit, meme, or creator video and get an AI jury verdict on hook clarity, weak seconds, scroll risk, payoff timing, and timestamped edit fixes.
Hey Product Hunt 👋
I’m building ViralJury because short-form creators usually only find out what failed after they post.
The idea is simple: before uploading a Short, Reel, TikTok, gaming clip, sports edit, meme, or creator video, you can run it through an AI jury.
The jury looks at:
whether the first 1–3 seconds are strong
where viewers may scroll
whether the hook is clear
whether the payoff comes too late
what timestamped edits to make
what to preserve instead of overcorrecting
how different audience segments may react
The goal is not fake “this will get 1M views” prediction. ViralJury is focused on pre-upload retention risk, weak-second detection, and practical edit feedback.
Right now, I’m opening early access and collecting feedback from creators, editors, and people who post short-form content.
I’d love your feedback on:
Would you use this before posting?
What type of videos should we support first?
Would you prefer a quick verdict or a deeper jury discussion?
Happy to answer anything.
About ViralJury on Product Hunt
“Let an AI jury roast your video before you upload them!”
ViralJury was submitted on Product Hunt and earned 3 upvotes and 6 comments, placing #157 on the daily leaderboard. ViralJury lets creators test short-form videos before posting. Upload a Short, Reel, TikTok, gaming clip, sports edit, meme, or creator video and get an AI jury verdict on hook clarity, weak seconds, scroll risk, payoff timing, and timestamped edit fixes.
On the analytics side, ViralJury competes within Social Media, Artificial Intelligence and Video — topics that collectively have 564.1k 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