数然 inherent

Attribution that actually tells you something

By Marcus Liu

5 Jan 2025 5 min read

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Introduction

Last-click attribution is comfortable because it is simple. It is also wrong often enough to misallocate serious budget. The goal is not perfect attribution — it is useful attribution.

A better approach

Combine platform data with holdout tests, geo experiments, and branded search lift where you can. Document assumptions so stakeholders know what the numbers mean.

Conclusion

Invest in measurement infrastructure before you invest in more channels. Clarity compounds.

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