The proliferation of fake blue badges on platforms like Twitter (now X) is a serious issue, steadily becoming a prevalent problem. These unauthorized badges, which are meant to verify the identity of notable individuals and organizations, are now being gained by malicious actors, causing confusion and arguably harm to the platform’s standing and