Marketplace listing pages contain exactly the data that price monitoring tools are built around: current price, original price, discount percentage, seller name, availability status, shipping cost, and condition. The problem is not that the data is hidden. It is visible on every page. The problem is extracting it consistently across thousands of listings, across multiple sources, without the extraction layer introducing errors or requiring constant maintenance. This post walk