The document introduces the Semantic Engagement Index (SEI), a unique metric developed by Bottom Line Analytics to measure word of mouth and social conversations. The SEI is validated and captures consumer sentiment through language and context, enabling predictive marketing models that link conversations directly to brand sales with high correlation. It provides actionable insights for marketing strategy, brand reputation management, consumer insights, and quantifying social media ROI.