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Reference table

7 questions to ask every retail media network

What a good answer looks like, and the red flag for each

Table of seven questions to ask a retail media network about attribution windows, extrapolation, holdouts and data access, with good answers and red flags.
If a network cannot answer the first three, its ROAS cannot go into a budget defence

A checklist table of seven questions brands can put to any retail media network before trusting its reported ROAS. It covers the attribution window, view-through versus click-through, the share of extrapolated sales, holdout tests, who builds the control group, new-to-brand reporting and log-level data, with a good answer and a red flag for each. Built from the IAB/MRC Retail Media Measurement Guidelines. Koji adds shopper interviews to explain what the ads changed.

Where this appears

What's in this reference table

QuestionA good answerRed flag
What is the attribution window, by campaign typeA specific number, disclosed before launch, with the empirical basisIt varies, or a number you learn after the fact
Is it view-through, click-through, or bothReported separately, with view-through broken outA single blended ROAS
What share of reported sales is extrapolatedA percentage, with the extrapolation method describedThe question is treated as unusual
Can we run a holdoutYes, with a documented designOnly network-run lift studies
Who constructs the control groupAn independent party, or a design you can auditThe network, unexplained
Are new-to-brand buyers reportedYes, defined and separated from repeatOnly total attributed sales
Can we get log-level dataYes, via a clean room or exportAggregated dashboards only

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<p>Source: <a href="https://www.koji.so/visuals/questions-to-ask-retail-media-networks">7 questions to ask every retail media network</a>, Koji</p>