This article addresses the common pain point of how non-technical operations staff can batch scrape Amazon data, providing detailed introduction to Pangolin’s no-code solution. The article analyzes limitations of traditional data collection methods and highlights the Data Pilot visual configuration tool and Scrape API technical support. This solution supports various collection methods including keywords, ASINs, and stores, provides rich parser functionality, averages 10-second response times, and supports multiple markets including US, UK, France, and Germany. Through professional no-code tools, operations staff can easily achieve batch data collection, obtain structured Excel spreadsheets directly usable for operational analysis, truly realizing data-driven operational decisions.