In today’s competitive e-commerce landscape, staying ahead of market trends and competitor pricing is critical. Leveraging extract Shopee pricing data for competitor analysis, businesses can gain actionable insights into pricing strategies, discounts, and product positioning across categories. Real Data API utilized its Shopee Scraping API to automate the collection of product prices, promotions, and availability from thousands of SKUs in real time. Historical data from 2020–2025 revealed that brands actively monitoring competitor prices achieved a 25–35% increase in revenue during peak sale periods. By analyzing patterns in pricing, discount campaigns, and flash sales, companies can optimize their own pricing strategies, reduce lost sales opportunities, and better forecast consumer demand. Integrating real-time Shopee pricing intelligence through Web Scraping Services ensures businesses respond proactively to market shifts, maintain competitiveness, and maximize revenue growth. The combination of historical and real-time data offers a comprehensive market view, enabling smarter e-commerce strategies across all product categories.