"The core challenge in figuring out how to measure marketing ROI is not a lack of data. Most marketing teams have more data than they can act on. The challenge is that the data they have mostly reflects activity, not impact."
"Walled garden platforms like Google, Meta, and Amazon run their own measurement systems optimized to report performance favorably within their ecosystems. Cross-device behavior means a buyer who saw an ad on mobile and converted on desktop may never be connected in a single attribution path."
"The payback curve problem means short reporting cycles systematically under-value brand and upper-funnel investment, even when those channels drive the most long-term growth."
Measuring marketing ROI is challenging due to an abundance of data that reflects activity rather than impact. Structural visibility gaps arise from walled gardens, cross-device behavior, and offline conversions, which cannot be addressed by better dashboards alone. Different funnel stages yield varying ROI insights, with lower-funnel channels providing high confidence and upper-funnel requiring longer evaluation. Short reporting cycles undervalue brand investments, while learning velocity is crucial for effective decision-making, emphasizing the need for timely actions over perfect answers.
Read at Neil Patel
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