The proliferation of imitation blue badges on platforms like Twitter/X and Instagram represents a worrying predicament . Individuals are creating these fake identifiers to look as if they are important figures or legitimate organizations. This practice can tarnish reputations, enable scams, and undermine trust in online communities . The ease with