Do I need a data scientist to use AI ad spend recovery tools?

No, tools like Seatext are designed for marketers with no coding background. You set rules through a dashboard and choose a confidence threshold for bot detection. The tool handles the evidence collection and refund report generation. A weekly review of reports is enough to manage the process.