Surveys are deployed to pressure test thesis assumptions and to generate answers to the hardest questions that investors and businesses face. When tracked longitudinally, surveys introduce a unique class of KPIs, provide signal on future company performance, and generate ideas through pattern detection and identification of areas in which there is a dislocation between market sentiment and reality. The interpretation and application of genuinely unique survey data provides real edge.