Remove allocate regression
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Using a Purchase Funnel to Measure Marketing Effectiveness: Better than Last-Click Attribution But Far From Perfect

Customer Experience Matrix

This is no different from the “sales funnel” that sales managers have long measured, nor from the AIDA model (awareness, interest, desire, action) that structures traditional brand marketing. Marketers can then calculate their spending against the different goals and estimate the impact of changes in the allocation.