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: While some platforms like X (formerly Twitter) removed up to 50% of fake accounts, others like TikTok removed as little as 3%. This highlights why users continue to buy likes: the risk of immediate removal is often low, though long-term reach may drop by up to 60% due to "shadowban" effects.

: The market is vast and fragmented, with sellers often underpricing or overpricing services because they haven't yet determined a stable "market value". buy usa instagram likes

2. Algorithmic Impact: "Social Media Manipulation for Sale" (NATO StratCom) : While some platforms like X (formerly Twitter)

A study in Cyberpsychology, Behavior, and Social Networking explores why people are influenced by these numbers regardless of their authenticity. An analysis of fake social media engagement services buy usa instagram likes

3. Sociological Perspective: "The Impact of Social Endorsement Cues"

This 2024–2025 experiment by the NATO Strategic Communications Centre of Excellence tested how easily major platforms could be manipulated.

While there isn't one single "most famous" paper, several recent academic studies provide a deep dive into the underground market and psychological impact of purchasing fake engagement on Instagram.

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