Measuring AI Impact on Engagement

To measure AI’s impact on marketing engagement, you’ll need to track both traditional metrics and AI-enhanced KPIs like predictive customer lifetime value and real-time sentiment analysis. Start by establishing baseline measurements before AI implementation, then monitor improvements through continuous analytics and automated data collection. Compare pre- and post-AI performance across key indicators while factoring in…