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The Decision-Grade Measurement Checklist

23 checks to find out if your marketing measurement can actually survive a budget decision, or just looks like it can. Reporting-grade measurement tells you what happened. Decision-grade measurement tells you what caused it, holds up when someone checks the math, and is fast enough to act on before the budget window closes.

Decision-Grade-Measurement

Decision-Grade Standards

Data Foundations

Decision-grade measurement starts with data you can trust, not data you have to caveat. Every channel feeds one dataset, not three dashboards.

Causal Rigor

Correlation tells a story, but causation is the only thing that should move a budget. Ensure incrementality is tested, not assumed.

Governance & Trust

If the number can’t be explained, it can’t be defended. Every number can be traced back to its inputs and method so outside parties can check the work.

Resources For Your Success

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