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Admix, a leading metaverse advertising platform, employs advanced click fraud detection to ensure ad integrity. Its AI-driven system analyzes real-time click patterns, identifying suspicious activities like bot-driven clicks or abnormal IP behaviors. By leveraging machine learning, Admix distinguishes genuine user engagement from fraudulent interactions, such as automated scripts or click farms. The platform integrates with over 300 global games, using proprietary technology to monitor traffic and exclude invalid sources. This protects advertisers’ budgets, optimizes campaign performance, and enhances ROI. Admix’s non-intrusive In-Play ads, backed by robust fraud detection, empower brands to reach authentic audiences in immersive 3D environments, setting a standard for secure metaverse monetization.