Is relying on a single signal bad for bot detection?

Yes, relying on a single signal can cause false positives and miss sophisticated bots. BotRefund uses 106 independent checks, so one anomaly is not enough to label a visitor as a bot. The system looks for corroboration across browser, network, device, and behavior evidence. That approach gives a more reliable picture than a raw rule based on one tell.