HumanFeed — Content Authenticity Platform

HumanFeed scores every YouTube channel in your feed using real behavioral signals — upload rate, channel age, and growth patterns — and labels each video before you click. It lets you Know If a YouTube video is likely AI-generated or human-created before you click. 🟢 Human 🟡 Uncertain 🔴 Likely AI Over 20% of what YouTube recommends to new users is fully AI-generated content. HumanFeed gives you the transparency to see it. ────────────────────────────── HOW IT WORKS ────────────────────────────── When you browse YouTube, HumanFeed checks each channel's real statistics behind the scenes — how many videos it has posted, how old it is, how fast it grew. A channel posting 12 videos a day that's four months old is almost certainly automated. A channel with millions of subscribers built over years is almost certainly human. HumanFeed scores the difference and badges every thumbnail accordingly. Click any badge to see the actual data behind the score: uploads per day, total video count, channel age in months. ────────────────────────────── FEATURES ────────────────────────────── ✓ Badges on every video — homepage, search, watch-page sidebar, and Shorts ✓ Three filter modes: Label only / Blur suspected AI / Hide it entirely ✓ Sensitivity slider — you control how aggressively it flags ✓ Click-through breakdown showing the real channel stats behind each score ✓ One-click community voting — tell us if a badge is wrong and help improve the system ✓ Prevalence meter — see what % of your feed is human vs AI in real time ✓ Works logged in or logged out ────────────────────────────── PRIVACY ────────────────────────────── HumanFeed only ever sends YouTube channel IDs to its scoring server — never your personal information, browsing history, or anything about you. No account required. No tracking. Full privacy policy at humanfeed.io/privacy ────────────────────────────── BACKGROUND ────────────────────────────── AI-generated channels now accumulate billions of views and earn millions in ad revenue while contributing nothing original. YouTube's own algorithm rewards them. HumanFeed is a tool for people who value their attention and want to know what they're watching is made by a real human. Built for humans, by humans.