How does AI enhance marketing campaign efficiency?
AI in marketing can automate audience segmentation, predictive scoring, content optimization, and budget allocation. It identifies patterns across historical and real-time data to suggest which creatives, channels, or timing will yield best ROI. This reduces manual guesswork, lowers cost per acquisition, and scales performance. But success depends on data quality.