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