Bot Detection False Positives: How to Test Accuracy
Benchmark bot detection in shadow mode, measure precision and recall, protect shared-IP users, and roll out enforcement without losing customers.
bot-detectionInsights and updates on AI bot detection, web security, and digital threat mitigation. Discover best practices for protecting your online properties from automated threats and malicious bots.
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Benchmark bot detection in shadow mode, measure precision and recall, protect shared-IP users, and roll out enforcement without losing customers.
bot-detectionHow Web Bot Auth, ARD, OAuth, and workload identity fit together to authenticate AI agents, preserve user delegation, and create auditable access.
securityAI Traffic is live in WebDecoy. See crawls and observed AI referrals for your property, then freeze the figures into a shareable report.
bot-detectionVerify Googlebot, GPTBot, ClaudeBot, Bingbot, and PerplexityBot, browse official crawler IP ranges, and decode JA4 fingerprints for free.
bot-detectionStop WooCommerce carding, fake orders, credential stuffing, and checkout bots without adding friction for legitimate customers.
bot-detectionTwo FCaptcha releases found the same flaw: correct detections thrown away by a weighted sum. How preconditions and a corroboration floor fixed it.
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