Web Scraping Learning Center

Product matching pairs each of your SKUs with the same product on a competitor's site, and every competitor price you act on depends on it. Compare prices only on exact matches, keep variant and similar matches in separate groups for assortment and positioning work, and measure accuracy with two numbers: precision and recall, scored against a sample you labeled yourself. This guide explains the match types, how vendors define their accuracy figures, and how to test product ma

From Product Description to Competitor Intelligence Tracking competitor prices sounds simple. But in practice, most companies struggle before they even begin. Product catalogs are rarely clean, SKU lists are incomplete, and competitor product URLs are often unknown. The same product can appear under different names, pack sizes, or descriptions across retailers. This is why enterprise product matching exists. Instead of relying on perfectly structured product data, modern sy

Here’s what you need to know about the best solutions for online retail price extraction in 2026.