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Pavlo Kostenko

I work on marketing attribution and the data infrastructure behind it.

This is where I write down what the numbers actually showed, including the parts that contradicted what we expected. Every figure here is marked: measured by us, claimed by a platform, or estimated.

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AttributionConversions APIIncrementality

ArchiveEverything published here, by year.