When an amateur link is shared on platforms like X (formerly Twitter), Reddit, TikTok, or Facebook, algorithms track early engagement. High watch times, immediate comments, and rapid shares signal value to the platform. The algorithm then pushes the video to wider audiences via "For You" pages and trending tabs. 3. The Clickbait Ecosystem
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