What is the difference between rule based and AI based bot detection for mouse paths

Rule based systems often flag a visit as bot based on a single tell like straight line mouse movement. BotRefund uses an AI prediction model that weighs 106 independent checks including mouse path browser APIs network signals and device fingerprints. The model evaluates how all signals fit together instead of trusting a raw rule. This cross checked approach drives the 99 percent accuracy claim.