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In an era defined by rapid innovation and information overload, market research is undergoing a profound transformation. Traditional methods rely heavily on manual coding and subjective interpretation of open-ended responses; however, these are no longer sufficient for organizations that need to make data-driven decisions at the speed of modern markets. Mad Research’s Vision—automated concept analysis pipeline—represents a major step forward within a suite of automated market