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Singular helps publishers get a complete view of ROI with their next generation attribution, full-funnel marketing data, and best-in-class fraud prevention. It offers higher conversion rates and helps access accurate and actionable cross-platform analytics instantly for better optimizations. It helps align internal teams and speak the same language by democratizing data.