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ViralOS
AI video intelligence for creators who don't post blind
viralOS analyzes your videos with AI before you hit publish. Upload a video, get a full breakdown in seconds: • Viral score (0–100) • Hook clarity — is your first frame strong enough to stop the scroll? • Retention risk — where will viewers drop off? • Caption strength — are your captions working hard enough? • Frame-by-frame coaching — tips tied to exact timestamps • Ranked, actionable recommendations Built for creators and agencies tired of guessing why some videos blow up.
Hey PH 👋
I built viralOS because I kept asking the same question after every post: "Why did that one blow up and this one didn't?"
The answer was always in the details — the hook, the pacing, the captions. But analysing all that manually is exhausting.
So I built a tool that uploads your video, sends the key frames to AI, and gives you a scored breakdown in seconds. It even ties tips to exact timestamps so you know precisely what to fix and when.
Would love your feedback — especially if you're a creator or agency who tests a lot of content. Happy to answer anything! 🙌
About ViralOS on Product Hunt
“AI video intelligence for creators who don't post blind”
ViralOS was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #153 on the daily leaderboard. viralOS analyzes your videos with AI before you hit publish. Upload a video, get a full breakdown in seconds: • Viral score (0–100) • Hook clarity — is your first frame strong enough to stop the scroll? • Retention risk — where will viewers drop off? • Caption strength — are your captions working hard enough? • Frame-by-frame coaching — tips tied to exact timestamps • Ranked, actionable recommendations Built for creators and agencies tired of guessing why some videos blow up.
On the analytics side, ViralOS competes within Social Media, Marketing and Artificial Intelligence — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how ViralOS performed against the three products that launched closest to it on the same day.
Who hunted ViralOS?
ViralOS was hunted by Altin Pllana. 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 ViralOS including community comment highlights and product details, visit the product overview.
Altin Pllana