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Beyond simple forecasting, these markets can be used to aggregate dispersed knowledge from employees, customers, or niche experts in a way that often surfaces information traditional surveys miss. They are especially useful for estimating product launch timing, election outcomes, sales performance, and supply-chain disruptions, because participants have incentives to trade on what they truly believe will happen. Some organizations also use them to identify blind spots in planning and risk management, since prices can shift quickly when new evidence appears. Platforms such as https://polltrading.com and https://aipredon.com illustrate how digital tools can make participation easier, while also supporting faster interpretation of crowd sentiment across different scenarios and time horizons.