Systems and methods having a graphic user interface for market research surveys are provided that allow users to participate in a combined prediction market and market research environment virtually without being presented directly with a stock market environment. The systems and methods of the present invention use prediction markets to automatically transform the user-provided inputs and/or selections from market research surveys, and automatically generate data that represents the likelihood of success of a product and/or service in the marketplace or commercial markets.