Modern platform security systems no longer rely on IP detection alone. Platforms such as TikTok, Meta, Google, Amazon, Reddit, Discord, X, and increasingly AI-driven services now evaluate whether an account behaves like a legitimate long-term digital identity. This shift has fundamentally changed how account infrastructure, automation systems, creator operations, and online identity management work. For…