Initial engagement is modest (50 likes in the first hour) but comes from real accounts with watch time averaging 40 seconds. TikTok's algorithm sees authentic positive signals. The video is tested with increasingly larger audiences, eventually reaching 100,000 views and 10,000 real likes—all organically.

TikTok’s recommendation engine is highly sophisticated. It tracks the ratio of watch time to engagement. When bots dump hundreds of likes onto a video without actually watching it through, the algorithm registers a conflict. It recognizes that the viewer retention does not match the like count, signaling artificial inflation. Consequently, TikTok will suppress your content, drastically reducing your chances of landing on the . 2. Account Shadowbans and Suspension

Your watch time (retention rate) plummets to near zero. The algorithm interprets a high like count paired with zero watch time as a sign of low-quality content, causing it to stop distributing your video to real users. Security and Privacy Vulnerabilities