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Grouped by the decision each one supports. Open one to see what it returns and what it needs.
Calculate LTV:CAC, ROAS, CPA, and A/B sample size from a few numbers.
Calculate a metric →ROOT CAUSEDiagnose performanceUse three questions to find likely causes and the first analysis to check.
Diagnose performance →BRAND LIFTMeasure brand-campaign liftChoose an incrementality design based on whether you have a control group, dated series, or only before/after data.
Analyze brand lift →Grouped by the decision each one supports. Open one to see what it returns and what it needs.
See what moved and why.
Tell the underlying trend apart from paid displacing organic.
Decide what can scale and where budget should move.
Find which creative, content, or early action drives the outcome.
Check search keywords and the store page for leaks.
Test whether the observed difference is a real effect.
Build the channel-level basis for long-run allocation.