This article explores in detail how to leverage Data API for Amazon product selection data scraping and combine it with AI technology to achieve precision product selection analysis. By deeply analyzing Amazon data scraping methods and AI-driven product analysis models, it helps sellers optimize decisions and enhance market competitiveness.