Most data migration projects rely on APIs, database exports, or ETL pipelines. But when data is trapped inside legacy portals, websites, supplier systems, or third-party platforms without export functionality, web scraping can become a practical alternative. This article explores when web scraping makes sense for migration projects, its benefits and limitations, and the key considerations for ensuring data quality, compliance, and successful system modernization.