Your Web Scraper is a 'Layout Sensor' – Here’s How to Fix It

Relying on Regex and fragile CSS selectors creates brittle scrapers that fail silently when UI layouts change. By pivoting to JSON-LD and accessibility selectors, developers can create resilient data pipelines that prioritize stable data contracts over visual styling.