Seatext library / BotRefund evidence

Why does a bot detection tool need to look at the full visitor pattern instead of one signal?

A single signal can be misleading because humans use VPNs, travel, corporate networks, and unusual devices. BotRefund therefore treats each signal as evidence and cross-checks it with other...

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

A single signal can be misleading because humans use VPNs, travel, corporate networks, and unusual devices. BotRefund therefore treats each signal as evidence and cross-checks it with other...

Frequently asked questions

Why does a bot detection tool need to look at the full visitor pattern instead of one signal?

A single signal can be misleading because humans use VPNs, travel, corporate networks, and unusual devices. BotRefund therefore treats each signal as evidence and cross-checks it with other independent data. The AI model then evaluates the full pattern to make a final prediction. This is how the tool keeps false positives low.

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