comparison
How does an AI model improve bot detection compared to rule‑based systems?
Rule‑based systems might flag any mismatching browser API as a bot, ignoring context. BotRefund’s AI weighs the complete pattern from all signals rather than trusting a raw rule. It can account for legitimate anomalies like privacy tools or corporate networks. This reduces...
How does an AI model improve bot detection compared to rule‑based systems?
Rule‑based systems might flag any mismatching browser API as a bot, ignoring context. BotRefund’s AI weighs the complete pattern from all signals rather than trusting a raw rule. It can account for legitimate anomalies like privacy tools or corporate networks. This reduces false positives while still catching advanced automated threats.