Seatext library / BotRefund evidence
What happens during the first 48 hours of a new campaign that makes it vulnerable to bots?
During the learning phase, the ad platform's neural network has very few data points and assigns high weight to the first 20–50 interactions. If those interactions are from...
✓ Built for advertisers who need clear, refund-ready traffic evidence.
During the learning phase, the ad platform's neural network has very few data points and assigns high weight to the first 20–50 interactions. If those interactions are from...
Frequently asked questions
What happens during the first 48 hours of a new campaign that makes it vulnerable to bots?
During the learning phase, the ad platform's neural network has very few data points and assigns high weight to the first 20–50 interactions. If those interactions are from bots on low-quality networks like Google Search Partners, the algorithm enters a 'bot loop' and continues to bid on similar bot traffic. This early contamination can ruin the campaign's trajectory. BotRefund's pixel suppression from the start prevents this.