Entrepreneurs can collect data through various methods, including customer surveys, social media analytics, website traffic analysis, and sales data. Tools like Google Analytics, CRM systems, and even direct customer feedback are invaluable. Additionally, modern entrepreneurs often leverage big data and data-mining techniques to gain deeper insights into consumer behavior and market trends.