Commerce Media

A practical framework for evaluating retail media networks

By The Drum, Editorial

The Drum

January 28, 2026 | 4 min read

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RMNs have evolved far beyond a specialist channel into a core part of modern media planning. In this buyer’s guide, we explain what they really are, how they differ and how buyers can separate effective infrastructure from expensive noise.

“Commerce media isn’t a channel any more – it’s how media works.” That line, from The Drum’s All Media Is Commerce Media TV series, captures the shift perfectly. Retail media networks (RMNs) didn’t just grow quickly; they rewired expectations across the entire media ecosystem by solving one thing exceptionally well: attribution.

But rapid growth has also created confusion. Hundreds of RMNs now compete for budget, all promising access to high-intent shoppers and closed-loop measurement. For buyers, the question is no longer whether to invest in retail media – it’s where, how and with what expectations.

Drawing on our reporting from CES, NRF and conversations with retailers, platforms and advertisers, this Commerce Media for Drummies guide offers a practical framework for evaluating RMNs: what matters, what doesn’t and what signals indicate long-term value versus short-term performance theater.

What an RMN actually is

A retail media network is a retailer’s advertising business, built on first-party shopper data and media inventory across:

  • Onsite (search, display, product ads)
  • Offsite (programmatic, social, CTV)
  • In-store (screens, audio, experiential)

The promise is simple: reach people who buy – and prove it.

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Why RMNs exploded so fast

RMNs solved three problems at once:

  • Signal loss elsewhere
  • Pressure to prove ROI
  • Access to real purchase data

They turned retailers into media owners and merchants into marketers.

The problem: not all RMNs are equal

Scale alone doesn’t make an RMN effective. Buyers should ask:

  • Is the data deterministic or inferred?
  • Can it measure incrementality – not just ROAS?
  • Does it integrate with existing planning tools?
  • Is in-store included, or still siloed?

Many networks sell inventory. Fewer sell outcomes.

Where RMNs are heading

The next phase isn’t to launch more networks (more than 200 retail media networks now compete for advertiser attention); rather the focus should be on:

  • Interoperability
  • Standardization
  • Full-funnel integration
  • Better creative support

RMNs that stay tactical risk becoming a tax. Those that integrate into brand strategy become indispensable.

The buyer’s bottom line

Retail media networks aren’t interchangeable. The ones worth buying into behave like infrastructure – interoperable, measurable and aligned to how brands actually grow. If an RMN can’t explain its role beyond high intent, it’s probably selling convenience, not outcomes.

Buy the ones that:

  • Respect merchant priorities
  • Prove incrementality
  • Play well with the rest of your media mix.
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