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Decision frameworks for data-driven marketing
Arben Kqiku has published a guide on decision frameworks for data-driven marketing, addressing the gap between abundant data and clear decision-making. The article covers how to structure choices using potential (opportunity size) and efficiency (execution quality) dimensions, with practical examples from financial industry funnel analysis.

What changed
The framework helps shift from performance reporting to deliberate investment decisions.
Why it matters for advertisers
For you, this means a structured approach to evaluating where to invest optimisation effort across channels and funnels.
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Decision frameworks for data-driven marketing
Arben Kqiku has published a guide on decision frameworks for data-driven marketing, addressing the gap between abundant data and clear decision-making. The article covers how to structure choices using potential (opportunity size) and efficiency (execution quality) dimensions, with practical examples from financial industry funnel analysis. The framework helps shift from performance reporting to deliberate investment decisions.
For you, this means a structured approach to evaluating where to invest optimisation effort across channels and funnels.
Source captured . No explicit first-contributor label was provided for this update.


