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Table Table 2 Growth that compounds

The marketing measurement decision rights

A measurement system becomes safer when every output has a named decision boundary.

OutputAllowed decisionRequired companion
Observed touch volumeFix tracking, routing or creative coverageA clear statement that the output is descriptive
Attributed conversion shareCompare observed paths inside the same reporting systemA test or bound before reallocating causal budget
Modelled channel contributionRun scenarios and identify sensitive assumptionsCalibration data outside the model
Incremental liftScale, hold or stop under the tested conditionsScope note for segment, period and intervention
Payback and contributionSet a cash or margin ceilingCohort economics and cost boundary

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Reference & Evidence

Source: Author's operating framework based on the cited measurement literature and the site's evidence-over-anecdote discipline.

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