Clickarma

Clickarma is an AI-powered click fraud prevention platform designed to protect digital advertising budgets and improve campaign ROI. It continuously monitors ad traffic across channels to distinguish genuine user engagement from bots, malicious scripts, and fraudulent competitor activity. By filtering out invalid clicks in real time, Clickarma helps advertisers ensure that their spend goes toward authentic, high-intent visitors rather than automated or deceptive sources.

Using machine learning models and behavioral analysis, Clickarma evaluates each click based on factors such as IP reputation, device fingerprinting, geo anomalies, and interaction patterns. Suspicious activity is automatically blocked or flagged, and detailed logs provide transparency into why specific clicks were classified as fraudulent. The platform integrates with major ad networks and analytics tools, enabling seamless deployment without disrupting existing workflows. Granular reporting and dashboards give marketing teams clear visibility into fraud trends, protected spend, and performance improvements over time.