Seatext library / BotRefund evidence
Why are the first 20-50 conversions in a campaign so influential?
During the learning window the neural network assigns heavy statistical weight to early interactions. If many of those are bot conversions, the algorithm locks onto bot patterns and...
✓ Built for advertisers who need clear, refund-ready traffic evidence.
During the learning window the neural network assigns heavy statistical weight to early interactions. If many of those are bot conversions, the algorithm locks onto bot patterns and...
Frequently asked questions
Why are the first 20-50 conversions in a campaign so influential?
During the learning window the neural network assigns heavy statistical weight to early interactions. If many of those are bot conversions, the algorithm locks onto bot patterns and keeps buying cheap bot inventory. BotRefund can protect this critical period by blocking bots from triggering pixels.