Decision FrameworkDecision layer
Reporting Should Exist Before Optimization
If you can't measure it weekly, don't optimize it; install reporting first.
By InnovaAI Research
Decision Frame
Reporting Should Exist Before Optimization
“If you can't measure it weekly, don't optimize it; install reporting first.”
When is it the right choice?
- Client wants ROI visibility and accountability
- You need retention through measurable value
- You sell recurring optimization retainers
When should you skip it?
- Client refuses tracking or access
- No baseline exists and nobody owns the metric
- You cannot define one North Star metric
2 related failure patterns
marketing-reportinganalytics-insights
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