Free liker services (third-party apps or bots that inflate likes on TikTok posts without organic engagement) promise quick visibility and social proof. This paper examines how these services work, their technical implementations, impacts on quality and authenticity, platform policy and legal risks, ethical concerns, effects on metrics and creators, detection and mitigation by platforms, and recommendations for creators, researchers, and policymakers. Conclusions emphasize that while such tools may offer short-term metrics gains, they damage long-term content quality, platform trust, and creator credibility.
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This is the golden rule of social media safety. Free liker services (third-party apps or bots that
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