Several Russian-language traffer teams have adapted affiliate-fraud models to exploit the growing popularity of prediction markets such as PolyMarket and Kalshi. These teams provide full fraud infrastructure including fake websites, admin panels, cryptocurrency payment systems, and support. They use controlled trading outcomes, fabricated market activity, artificial withdrawal restrictions, and collect sensitive identity information. Artificial intelligence tools accelerate these scams by simplifying platform development and victim engagement. This reflects a shift of mature fraud ecosystems toward new financial technologies without needing entirely new criminal skills.