Marketing insights provide diagnostic information about how and why we observe certain effects in…

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2. How do diagnostic insights differ from descriptive and predictive insights?
Diagnostic insights explain why events happened, descriptive insights summarize what happened, and predictive insights forecast future outcomes. Diagnostics connect actions, channels, and customer segments to results. Marketers use diagnostics to identify root causes and drivers so they can design targeted fixes instead of only reporting trends or relying solely on forecasts.

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