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The e-commerce analytics industry, particularly for Amazon sellers, is experiencing rapid growth. With increasing competition on platforms like Amazon, sellers critically need advanced tools for data-driven decision-making. The industry is driven by demand for insights into customer behavior, profitability, and ad spend optimization, moving beyond basic sales tracking to comprehensive customer lifetime value analysis and retention strategies.