Retail intelligence failures directly impact your bottom line. When pricing data arrives late, incomplete, or inaccurate, you lose margin opportunities and competitive positioning. For enterprise ecommerce teams, the choice between custom vs off the shelf scraping tools isn't just a technical preference—it's a strategic business decision that affects revenue, operational efficiency, and market responsiveness.