Seatext library / BotRefund evidence

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....

Built for advertisers who need clear, refund-ready traffic evidence.

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....

Frequently asked questions

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.

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