Retail media networks have multiplied, making partner selection harder for marketers that need to show a clear commercial return. A five-dimension framework developed in a white paper from DoorDash Ads and MarTech argues that raw audience reach is not enough. Instead, marketers should assess networks through Scale, Measurement, Activation, Relationship and Transaction proximity, with greater attention to purchase intent and incremental impact.
The framework is a useful response to a fragmented commerce media market. As Search Engine Land's coverage of the approach explains, the five factors are intended to help marketers distinguish between networks that simply add potential exposure and those that can support performance outcomes. It is not a universal ranking of retail media networks. It is a structured way to decide which partners best fit a campaign's goals, data needs and path to purchase.
The five dimensions to assess
The five dimensions create a fuller evaluation than a single reach or impression figure. Each one addresses a different question a marketing team should be able to answer before committing budget.
| Dimension | What marketers should examine | Why it matters |
|---|---|---|
| Scale | Whether the network can provide sufficient relevant audience and campaign reach. | Scale determines the potential size of an opportunity, but does not by itself demonstrate sales impact. |
| Measurement | Whether campaign outcomes can be measured in a way that supports performance evaluation. | Measurement is central to judging return and incremental impact rather than relying on exposure metrics alone. |
| Activation | How the network enables a marketer to put campaigns into market. | Activation affects whether a team can practically use the network for its intended campaign objectives. |
| Relationship | The nature of the relationship a network has with its customers or audience. | A stronger relationship can be relevant when assessing the quality and relevance of a commerce media opportunity. |
| Transaction proximity | How close the network is to the point at which a purchase can occur. | Proximity to a transaction can make purchase intent and commercial outcomes more relevant than broad reach alone. |
The framework's core message is not that scale is unimportant. A network with limited relevant reach may not support a campaign's objectives. The point is that a large audience does not automatically make a network the right investment. Purchase intent, outcome measurement and transaction context can be more useful indicators of potential value.
Turning the framework into a partner-selection process
For a business evaluating retail media, the practical starting point is to define the decision that the media investment is meant to support. Is the priority awareness, a measurable sales outcome, or reaching customers near a purchase? That objective should shape the weighting assigned to each dimension.
A team can then use a consistent scorecard across candidate networks. The scorecard should not turn incomplete information into false precision. Its purpose is to make trade-offs visible and ensure the same questions are asked of every partner. A useful review process can include:
- Documenting the campaign objective before comparing network proposals.
- Asking each network how it approaches outcome measurement and whether the available reporting can answer the business question.
- Assessing activation requirements, including the work needed to launch and manage campaigns.
- Considering how the network's audience relationship and transaction proximity align with the intended customer journey.
- Comparing the expected value of relevant reach with the ability to understand whether activity produced incremental results.
This approach helps prevent an avoidable mistake: treating an available audience number as a proxy for business performance. It also gives marketers a clearer basis for deciding when a smaller but more transaction-adjacent opportunity may be preferable to a larger, less accountable one.
What the framework does and does not answer
The five dimensions provide an evaluation lens, not a guarantee of return on investment. They do not establish that every network with strong transaction proximity will deliver better results for every category, audience or campaign. Nor do they remove the need to examine a specific proposal's terms, campaign design and reporting.
Measurement deserves particular scrutiny because the framework places emphasis on incrementality and closed-loop outcomes. A business should be clear about what a network can measure, what it cannot measure, and whether that evidence is sufficient for the decision at hand. If the goal is to determine whether advertising drove additional sales, a report on reach alone cannot answer that question.
The framework also supports more disciplined budget conversations. Rather than asking only which network is largest, marketing and commercial teams can discuss the value of a partner across several connected factors. That can make it easier to prioritize tests that produce useful learning, especially when budgets cannot be spread across every available retail media network.
Retail media decisions often involve campaign data, reporting and existing marketing processes. Scalevise helps businesses translate evaluation criteria into a practical AI and marketing technology roadmap, so teams can reduce manual analysis and focus on decisions that affect performance. A practical AI consultancy engagement can help you identify high-value use cases, assess implementation needs and build an actionable plan. Request a consultation to turn your retail media evaluation process into a repeatable workflow.
Frequently Asked Questions
What are the five dimensions for evaluating retail media networks?
The framework assesses retail media networks through Scale, Measurement, Activation, Relationship and Transaction proximity.
Why is reach not enough when choosing a retail media network?
Reach shows potential audience size, but it does not by itself show purchase intent, incremental impact or return on investment. The framework recommends evaluating those factors alongside scale.
What does transaction proximity mean in retail media?
Transaction proximity refers to how close a network is to the point at which a purchase can occur. It is relevant because it can help marketers assess the commercial context of an advertising opportunity.
How can a business use this framework in practice?
Define the campaign objective, ask the same questions of each prospective network across all five dimensions, and compare the trade-offs rather than selecting a partner solely on audience size.
Conclusion
The five-dimension framework gives marketers a clearer way to assess retail media networks in a crowded market. By considering scale alongside measurement, activation, relationship and transaction proximity, businesses can make partner decisions with a stronger focus on outcomes rather than reach alone.
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