The proliferation of fake blue badges on platforms like Twitter (now X) is a serious concern, rapidly becoming a widespread issue. These unverified badges, which are meant to confirm the identity of well-known individuals and organizations, are now being obtained by dishonest actors, resulting misunderstanding and arguably harm to the platform’s