A comparative analysis of five AI chatbots was conducted to predict the 2026 World Cup Final, raising concerns about the reliability and security of AI-driven predictive modeling systems. The impact affects users of these AI services, potential betting platforms, and organizations relying on AI for decision-making, as inaccuracies or manipulated outputs could lead to financial or reputational losses.