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.

ViralJury - Let an AI jury roast your video before you upload them!

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