Retail media has become one of the fastest-growing areas in marketing in recent years. Investments are increasing rapidly, new players are continuously entering the market, and nearly every media platform wants to position itself as part of this development. At the same time, one key challenge has become increasingly clear.
The meaning of the concept is starting to blur.
More and more often, solutions are labeled as retail media without any real connection to what originally made the model unique and valuable: first-party data and its role at the core of marketing.
This is not just a semantic issue. When the definition of retail media is stretched too far, expectations—and ultimately results—become distorted. Companies may invest in solutions expected to drive sales and deliver measurable business impact, while in reality they offer little more than visibility without a direct link to purchases.
What retail media is really about
Retail media should not be viewed as a single channel or format. It is not just in-store screens, e-commerce banners, or digital out-of-home surfaces. Its core lies in a model that connects marketing directly to purchasing behavior.
This model is built on three key pillars.
The first is proximity to the point of purchase. In retail media, the message is delivered in an environment where the consumer is already in buying mode. This makes it inherently more effective than many traditional channels, where attention must first be captured before any influence on decisions can occur.
The second is customer insight—data. Retailers have access to information based on actual behavior, not just signals or assumptions. This enables far more precise targeting and more relevant communication.
The third is the ability to measure actual purchases. In retail media, you do not have to rely on indirect metrics such as clicks or impressions. Instead, you can directly analyze what happened in sales as a result of a campaign.
When data is removed from this equation, two of these three pillars effectively disappear. What remains is visibility—and possibly strong attention—but without the ability to understand or prove impact.
Why data is critical
A retailer’s biggest competitive advantage compared to other media players is very concrete: they know what people actually buy.
This is fundamentally different from many other forms of digital marketing, where conclusions are often drawn from indirect signals. A click is not a purchase. A page view is not a purchase. Interest is not a purchase.
Retail data is not about estimates—it is about facts.
This enables much more advanced use cases in marketing. Targeting can be built around real purchasing behavior. For example, you can reach consumers who regularly buy within a specific category, or identify those who are transitioning into a new purchasing phase.
In addition, campaigns can be optimized based on what actually drives sales—not what generates the most clicks or the cheapest impressions, but what moves business-critical metrics.
Perhaps the most important element is closed-loop attribution—the ability to connect exposure and purchase within the same data point. This creates an entirely new level of transparency and understanding of what works and what does not.
Where the market goes wrong
The growth of retail media has attracted many new players and solutions to the market. This is natural and partly healthy. However, it has also led to a situation where almost any advertising within a retail environment can be labeled as retail media.
Many current solutions do not use purchase data at all, or only in a very limited way. Targeting is based on external data sources, third-party segments, or general demographic assumptions. Campaigns are optimized based on visibility, clicks, or other indirect metrics.
As a result, the very element that makes retail media unique is lost.
It is important to emphasize that these solutions are not inherently bad. They can be highly effective for certain purposes, such as building awareness or reaching new audiences. The problem arises when they are compared directly to retail media or expected to deliver the same outcomes.
Without a connection to purchase data, this is not retail media in its original sense—it is media within a retail environment.
Retail media is a data model, not a media format
One of the most common misconceptions is that retail media is primarily about visibility across certain surfaces—such as in-store screens, e-commerce placements, or digital out-of-home inventory.
In reality, these are just distribution channels.
The core of retail media lies in how data is used throughout the entire process—how audiences are defined, how communication is targeted, and most importantly, how results are measured and optimized.
When this perspective is adopted, the conversation quickly shifts away from formats and toward impact. The key question is no longer where the ad appears, but what it actually achieves.
This also changes how marketing is managed. Decisions are no longer based solely on media costs or reach, but on real business value.
Summary
- Retail media is not a channel.
- It is not a screen.
- It is not a format.
It is a data model that connects marketing directly to purchasing behavior and business outcomes.
Without data, this connection disappears. And when the connection disappears, so does what makes retail media unique.
That is why one simple idea is worth remembering.
Without data, retail media is not retail media.
