The proliferation of false blue badges on platforms like Twitter (now X) is a significant matter, steadily becoming a widespread challenge. These illegitimate badges, which are meant to confirm the identity of well-known individuals and organizations, are now being obtained by fraudulent actors, resulting misunderstanding and arguably harm to the p