10 new guides
Marketing measurement
Definitions, attribution, testing, customer economics and reliable reporting.
Choose the question you need to answer.
Start with the business question, then choose a measure with a clear scope. These guides distinguish credit from causality, revenue from contribution and early signals from mature outcomes. Use the examples to check your definitions before making spending decisions.
Marketing measurement
Fully loaded customer acquisition cost: compare acquisition economics consistently
Read the guide · 3 min readMarketing measurement
CAC payback period: estimate how long acquisition spending takes to recover
Read the guide · 3 min readMarketing measurement
Marketing attribution vs incrementality: distinguish credit from added impact
Read the guide · 3 min readMarketing measurement
UTM naming conventions: keep campaign links readable and reporting consistent
Read the guide · 2 min readMarketing measurement
GA4 event taxonomy: name customer behavior before instrumenting the site
Read the guide · 3 min readMarketing measurement
Marketing dashboard design: organize numbers around decisions
Read the guide · 2 min readMarketing measurement
Conversion lag reporting: stop comparing mature results with unfinished journeys
Read the guide · 2 min readMarketing measurement
Marketing data reconciliation: explain why platforms and business records differ
Read the guide · 2 min readMarketing measurement
A/B test results interpretation: distinguish observed differences from reliable learning
Read the guide · 3 min readMarketing measurement
Marketing ROI vs ROAS: keep revenue efficiency separate from economic return
Read the guide · 3 min readKeep the business context in view.
Use the guide’s definitions and assumptions in your own context. Teaching examples explain a method; they are not predictions or client results.