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Nourous
Adaptive AI content filtering for YouTube
Nourous is an AI-powered YouTube extension that makes the platform safer for families and for personal users. It uses adaptive AI to understand content and filter what doesn’t fit your family’s preferences — without relying on rigid blocklists. Set your preferences once and let Nourous do the filtering for you.
👋Hey Product Hunt! I'm Jareer, the Founder of Nourous
We built Nourous around a simple belief: recommendation algorithms shouldn't quietly decide what your attention gets spent on — you should.
YouTube is where we're starting, because it's where this problem shows up most visibly. A kid opens the app to watch one thing, and twenty minutes later they're three recommendation-clicks deep into something completely different. But the underlying issue isn't specific to YouTube — it's how any infinite-feed platform is designed to optimize for watch time over intent. That's the problem we're actually going after.
Existing solutions tend to force a tradeoff we didn't want to accept: heavy-handed blocklists that kill the app's usefulness, or cloud-based monitoring tools that mean sending a family's viewing activity off to a third-party server. We wanted something that worked with the platform's usefulness intact, while keeping everything private by design — all processing happens on-device, nothing about what your family watches ever leaves the device.
Under the hood is what we call the Adaptation Engine — a lightweight system that learns what "on-track" looks like for each profile over time, and gets better at recognizing intent the more it's used, rather than relying on rigid rules someone set once and forgot about.
Our approach evolved a lot to get here. We went through a few different architectures — including one that tried to work at the network level — before realizing that route was fundamentally incompatible with doing this privately and precisely. Landing on on-device, per-app intelligence was the real unlock, and it's also what makes the platform-agnostic vision possible: the same approach that works for YouTube today can extend to wherever attention gets hijacked next.
Personal Mode is free. Parent Mode adds multi-profile support for families.
Would love to hear what you think — and especially where you'd want this to go next. 🙏
About Nourous on Product Hunt
“Adaptive AI content filtering for YouTube”
Nourous was submitted on Product Hunt and earned 4 upvotes and 5 comments, placing #94 on the daily leaderboard. Nourous is an AI-powered YouTube extension that makes the platform safer for families and for personal users. It uses adaptive AI to understand content and filter what doesn’t fit your family’s preferences — without relying on rigid blocklists. Set your preferences once and let Nourous do the filtering for you.
On the analytics side, Nourous competes within Chrome Extensions, Productivity and Parenting — topics that collectively have 716.7k followers on Product Hunt. The dashboard above tracks how Nourous performed against the three products that launched closest to it on the same day.
Who hunted Nourous?
Nourous was hunted by Jareer Abdullah. 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 Nourous including community comment highlights and product details, visit the product overview.
Jareer Abdullah