In the rapidly evolving FMCG landscape, digital marketplaces like Amazon have become critical demand indicators for brands operating across global markets. Consumer preferences shift quickly, pricing changes occur dynamically, and promotional cycles influence buying behavior in real time. A leading multinational FMCG company approached Real Data API to Collect Amazon dataset for market research and build a stronger, data-backed demand forecasting framework. The brand required a scalable intelligence solution powered by an advanced Amazon Scraper capable of extracting high-volume SKU data across multiple regions and product categories.