Insights

Ideas worth reading.

Ideas, strategies, and case studies to fuel your digital marketing plans.

Moving from backward-looking dashboards to forward-looking decision tools.

Connecting spend, conversion rates, and AOV into revenue projections marketing teams can action.

Common failure modes in marketing forecasting, from seasonality blind spots to channel saturation, and practical remedies for each.

Using marketing forecasts to answer what-if questions about budget increases, channel pauses, and spend reallocation.

Data prerequisites, lookback windows, and common pitfalls when building your first marketing forecast model.

Learn how predictive audiences marketing uses propensity modelling and first-party data to reach high-value customers before they convert.