How does AI enhance marketing campaign efficiency?

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.

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