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Decision frameworks for data-driven marketing

Written by Paid Media Collective
IN BRIEF

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.

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What changed

The framework helps shift from performance reporting to deliberate investment decisions.

THE COLLECTIVE PERSPECTIVE

Why it matters for advertisers

For you, this means a structured approach to evaluating where to invest optimisation effort across channels and funnels.

Perspective from the original PMC newsletter.

Sources & contributor credit

  1. Newsletter coverage · Paid Media Collective newsletter

    Original newsletter text, contributor labels and media for this update.

  2. Source referenced in newsletterTeam Simmer

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Attribution evidence and limitations

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Original newsletter text and archive evidence

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.

Newsletter coverage (1)📰 🦸‍♂️ Paid Media News (Week 11) 🦸♀️ · 16 Mar 2026