and actions, attribution and reporting, placement tracking, and fraud protection. Managers use Refinery Affiliate to monitor KPIs, detect anomalies, track placements and ROAS, and identify underperforming or high-potential publishers. The software supports real-time alerts on suspicious activity such as fake orders and bot clicks, helping reduce wasted spend. It is designed to automate manual spreadsheet work so affiliate teams can focus on strategy and relationship management while making data-driven decisions.