The proliferation of fake blue badges on platforms like Twitter (now X) is a significant issue, quickly becoming a widespread issue. These unverified badges, which are meant to confirm the identity of prominent individuals and organizations, are now being obtained by fraudulent actors, causing misunderstanding and arguably harm to the platform’s