In the fierce competition of the e-commerce industry, the Amazon real – time crawler tool is no longer an “optional tool” but a “must – have weapon” for enterprises to seize market opportunities. For Amazon sellers, brand owners, or data analysis institutions, the ability to obtain real – time data such as product prices, inventory, reviews, and ranking lists directly determines the flexibility of pricing strategies, the accuracy of inventory management, and the timeliness of competitor monitoring. However, most traditional Amazon data collection tools often fall short when faced with the complex and dynamically changing page structure of Amazon. This article will deeply analyze the fatal drawbacks of traditional tools and reveal how Scrape API redefines the efficiency standards of e-commerce data collection with its unique real – time advantages.