Akamai Bot Manager uses advanced behavioral analysis, machine learning, and device fingerprinting to identify and mitigate bot traffic.
It analyzes thousands of behavioral signals including user interactions, device characteristics, and network patterns. The system can distinguish between good bots (search engines, monitoring services) and malicious bots (scrapers, credential stuffing).