Social Media Data Collection: What's Legal and What's Not in 2026

Social media scraping is one of the most demanded — and most legally complex — areas of data collection. Between CFAA court rulings, GDPR enforcement, and platform Terms of Service, the landscape has shifted significantly. This guide covers what you can legally collect, what you can't, and how to stay on the right side of the law in 2026. The Legal Landscape CFAA (Computer Fraud and Abuse Act) The landmark hiQ Labs v. LinkedIn (2022) established that scraping publicly available data does not violate the CFAA. However, this only applies to: Data that is publicly accessible without authentication Data that doesn't require bypassing technical barriers US jurisdiction GDPR and Privacy Laws Even if scraping is technically legal, collecting personal data triggers privacy regulations: GDPR (EU) : Requires a lawful basis for processing personal data, even if publicly posted CCPA (California) : Gives consumers rights over their personal information LGPD (Brazil) : Similar to GDPR with local enf