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In practice, these systems are often used to aggregate dispersed knowledge from traders who each hold partial information, making the resulting prices useful as a real-time signal. They can be applied to election outcomes, product launches, policy decisions, sports results, and even internal business planning. Because participants have incentives to be accurate, the market price can sometimes react faster than traditional surveys or expert panels. Platforms such as https://predplatform.com and https://poliforecast.com illustrate how accessible interfaces and transparent rules can support broader participation. In organizational settings, these markets may also help identify blind spots, reveal consensus shifts, and improve forecasting discipline by turning opinions into measurable probabilities.