Seatext library / BotRefund evidence
What kind of AI model do bot detection tools use to identify bots?
BotRefund uses a prediction AI that weighs the complete pattern of signals from browser, network, device, and behavior evidence. Instead of relying on raw rules, the model evaluates...
✓ Built for advertisers who need clear, refund-ready traffic evidence.
BotRefund uses a prediction AI that weighs the complete pattern of signals from browser, network, device, and behavior evidence. Instead of relying on raw rules, the model evaluates...
Frequently asked questions
What kind of AI model do bot detection tools use to identify bots?
BotRefund uses a prediction AI that weighs the complete pattern of signals from browser, network, device, and behavior evidence. Instead of relying on raw rules, the model evaluates how all signals fit together. This allows it to identify visits as bot or human with high accuracy, even when individual anomalies are ambiguous. The AI is trained on the 106 independent checks to make informed decisions.