The increasing number of AI social media bots is quickly altering the online landscape. These advanced tools are created to mimic human engagement, sometimes with the aim of shaping consumer sentiment. While some bots are utilized for legitimate purposes, like assistance or marketing, others are involved in propaganda or simulated activity. Underst