Our current bot detection only blocks at the network layer. Why should we add client‑side detection with BotRefund?

Network‑level blocking can be evaded by bots using residential proxies and rotating IPs, leaving your campaigns vulnerable. BotRefund adds a second layer of defense by analyzing on‑site behavior such as mouse movement, typing dynamics, and rendering signals. This client‑side approach catches bots that bypass IP filters, ensuring only genuine human traffic reaches your conversion pixels. Combining both layers dramatically reduces invalid traffic and improves data quality.