Prediction markets have emerged as a significant and increasingly influential industry trend in 2025. This report focuses on the emerging category of Prediction Market Agents, systematically examining their market landscape, product structures, and business models. Using Noya.ai as a representative case study, it analyzes how AI agents can integrate the end-to-end workflow from research and decision-making to execution, and evaluates the long-term value proposition and potential risks at the int

Prediction markets have emerged as a significant and increasingly influential industry trend in 2025. This report focuses on the emerging category of Prediction Market Agents, systematically examining their market landscape, product structures, and business models. Using Noya.ai as a representative case study, it analyzes how AI agents can integrate the end-to-end workflow from research and decision-making to execution, and evaluates the long-term value proposition and potential risks at the int