What is NTLM Authentication?
NTLM Authentication is a legacy Microsoft challenge-response protocol still heavily used in enterprise B2B portals, government databases, and older IIS-hosted web applications. For scraping pipelines, it presents a unique hurdle because it requires connection-level statefulness rather than simple cookie or header injection. If your scraper drops the TCP connection mid-handshake, or if your proxy pool rotates IPs too aggressively, the authentication fails silently and your pipeline drops records.