Web Scraping as a Data Migration Strategy in 2026 (opens in new tab)

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.