Technical deep dives on bot detection, device fingerprinting, and web security from the Device.AI engineering team.
A comprehensive technical guide to bot detection for developers — from user-agent parsing to device fingerprinting and behavioral analysis. Learn why traditional methods fail and how modern APIs solve the problem.
CAPTCHAs punish users for being human. Device fingerprinting identifies bots silently. Here's a technical comparison of both approaches and why the industry is moving toward invisible detection.
Click fraud cost advertisers over $100 billion in 2025. Here's a practical guide to detecting and preventing click fraud using device intelligence, with real examples from sites that were bleeding ad budget.