Attribution · informational
Marketing Attribution: Models, Limits & Practical Use
Marketing attribution assigns credit for a conversion to one or more marketing touchpoints.
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The core idea
Last-click is easy to interpret but can understate earlier discovery. Multi-touch models distribute credit across the journey, but no model turns incomplete data into certainty.
What matters in practice
Use attribution to support decisions, not to manufacture precision. Keep event definitions and attribution windows consistent when comparing channels.
Decision rule
When several platforms claim the same sale, an independent source of truth can reduce cross-platform confusion.
Tracking principle: Define the business outcome first, then choose the measurement method and software. A sophisticated dashboard cannot repair unclear event definitions or inconsistent campaign naming.