The brief explains how automated scrapers and AI agents threaten publishers by stealing content, reducing subscriptions, and damaging ad revenue. HUMAN’s content scraping solution uses machine learning, behavioral analysis, and fingerprinting to detect and stop these attacks in real time. It helps organizations enforce paywalls, protect data, and even monetize compliant AI and LLM access through policy-driven controls. With visibility into automated activity and customizable response options, HUMAN enables publishers to safeguard revenue, maintain brand integrity, and preserve audience trust while minimizing false positives and operational strain.

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