forecasting

Why Doesn't Last-Touch Work for Funnel Forecasting?

Last-touch attribution systematically breaks funnel forecasts by over-crediting bottom-funnel channels and ignoring the awareness and nurturing stages. Learn why this happens, how it distorts budget decisions, and what to use instead.

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How to Use Different Attribution Models by Funnel Stage

Learn the tiered attribution approach: first-touch for awareness, linear/participation for consideration, last-touch for conversion. This framework produces more accurate funnel forecasts than any single attribution model.

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