Hot Take: There's No 'Easy Button' in Retail Media
Every few months a new platform, feature or AI capability arrives promising to "simplify" retail media.
And, yes, today's tools are extraordinary. Automation is accelerating, insights platforms are becoming more intuitive and AI is reshaping how we forecast, optimize and measure.
But here is the truth no one likes to say out loud: There is no easy button in retail media.
Even the most advanced technology cannot compensate for what sits underneath it:
- The expertise required to direct it.
- The quality and completeness of the data feeding it.
- The organizational alignment needed to empower it.
Without those three elements, even the shiniest new tools will not get you the outcomes you were promised during the demo or the revenue growth you are targeting.
Expertise Still Matters More Than Ever
Data science, measurement and strategic media planning do not magically automate themselves. You need people who understand how loyalty data behaves, how incrementality works, how category dynamics influence audiences and how to translate complex insights into decisions that actually move a brand forward.
AI can accelerate expertise, but it cannot replace it.
Data Is Either Your Advantage or Your Limiter
Every insight, audience model and measurement output is only as powerful as what goes into it. If the data is incomplete, siloed, outdated or poorly governed, your advanced tech stack is just a fancy engine running on low-octane fuel.
Retail media’s biggest wins and biggest failures come down to data maturity.
Relationships and Alignment Are Not Optional
Retail media does not operate in a vacuum. Teams need alignment across multiple functions, including:
- Merchandising
- Loyalty/CRM
- Finance
- IT/data engineering
- Media sales
- CPG partners
If these groups are not connected, even the best technology can stall. The most successful RMNs are the ones where teams trust each other enough to collaborate, share insights and build toward unified goals.
Tools Without Direction = Underperformance
Retailers and CPGs often assume that new platforms will shortcut complexity or unlock instant capability uplift. But technology amplifies what already exists, it does not fix structural misalignment or capability gaps.
Tools accelerate expertise. They do not replace it.
Innovation is transforming retail media, but the fundamentals still win: Strong talent. Clean data. Cross-functional alignment. Clear strategy.
Get those right, and the tools will multiply your impact. Get them wrong, and no amount of AI — no matter how magical — will get you where you want to go.
About the Author
Tracey Lewis is a retail media leader at Dunnhumby, which helps retailers at every stage of maturity scale their media businesses through AI-enabled customer science, intuitive software and strategic advisory support. With expertise across media, digital shelf, and data-driven insights, she specializes in building customer-first, insight-led propositions that drive measurable commercial impact.
