“Insights” are one of the most overused—and misunderstood—terms in retail media.
Almost every report claims to deliver insights.
In reality, most deliver data summaries.
And that distinction matters.
An insight should explain performance—not just describe it.
What a Real Retail Media Insight Looks Like
A true retail media insight goes beyond surface-level metrics. It connects data points, provides context, and leads to a clear next step.
At a minimum, a strong insight should:
- Include historical comparisons, providing context for whether performance is improving, declining, or stable
- Answer the question: “So what?”—why the data actually matters
- Be actionable, with a clear implication for what to do next
- Incorporate informed speculation, using data alongside experience and business understanding
- Bring together multiple data points to tell a cohesive story, rather than focusing on a single metric
An insight is not just observation—it’s interpretation.
It reflects not only what happened, but why it happened and what it means moving forward.
Where Most “Insights” Fall Short
Despite the emphasis on insights, many reports fall into the same traps.
They present:
- Lists of metrics
- Performance recaps
- Budget summaries
- Statements of fact
Or worse, they include:
- General opinions not grounded in data
None of these are insights.
Data alone is not insight—and opinion without data is not insight either.
The Role of Experience
One of the most overlooked elements of insight development is experience.
Strong insights are built by combining:
- Data
- Business context
- Category knowledge
- Platform understanding
The best insights come from connecting data to real-world dynamics—not just reporting numbers.
This is what turns information into something meaningful and actionable.
The Bottom Line
Retail media doesn’t have a data problem—it has an interpretation problem.
An insight should tell a story, provide context, and lead to action.
If it doesn’t do all three, it’s not an insight—it’s just reporting.
Brands that focus on developing true insights gain a much clearer understanding of performance—and make better decisions as a result.