How does AI prediction improve bot detection compared to simple rules?

The AI model receives all collected signals and learns how they typically combine in human versus bot sessions. Instead of relying on a single rule, the model predicts the likelihood of automation based on the full pattern. This reduces both false positives and false negatives. BotRefund’s AI layer is a key reason for its high accuracy claim.