Topic1 ARTICLE

Demand Plans

Distribution Forecasting: How AI Content Teams Turn Editorial Calendars Into Channel Demand Plans

A practical framework for using distribution forecasting to turn AI-assisted editorial calendars into channel demand plans with scoring models, metrics, governance checkpoints, and budget implications.

August 16, 2026

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