Forecasting

Saturation Point

The spend level at which a channel or audience can no longer produce meaningful incremental returns. Beyond this point, additional spend primarily drives frequency against the same users rather than reaching new potential customers. Saturation varies by channel, audience size, creative variety, and seasonality. A niche audience of 500K people saturates much faster than a broad audience of 20M. Detecting saturation early prevents wasted spend.