This comprehensive guide provides detailed instructions for implementing Pangolin Scrape API in Amazon data collection applications. Starting with an analysis of traditional data acquisition method limitations, it thoroughly explains Pangolin Scrape API’s technical advantages and core functionalities. The article offers a detailed 5-minute quick setup tutorial with complete code examples, covering both synchronous and asynchronous API integration modes. It also explores key topics including data processing analysis, best practices, and cost-benefit considerations, providing e-commerce professionals with comprehensive guidance from technical implementation to business applications. Through this guide, readers can quickly master professional-grade Amazon data collection skills and achieve data-driven business decision-making.