When to own, and when to partner on, commerce media networks

As AI reshapes how media is planned, activated, and measured, commerce media is becoming an operating layer. It connects shopper signals, creative, and outcomes across channels. Retailers that treat it as a side project may find short-term monetization. The ones that treat it as infrastructure tend to build something far more durable with lasting revenue.

Brand investment

Retail media didn’t scale because it was glamorous. It scaled because it worked. Retailers could monetize high-intent traffic and prove impact quickly. The first phase was transactional with sponsored listings, onsite placements, and performance reporting tied closely to sales. Today, that’s table stakes.

The growth opportunity is now in brand budgets, and those budgets come with different expectations. Brands want premium environments, consistent measurement, and creative that feels like storytelling, not just promotion.

That’s why commerce media is expanding across CTV, digital out-of-home (DOOH), in-store screens, and mobile. When the ecosystem supports full-funnel planning and measurement, retailers stop competing only for shopper marketing dollars and start earning budgets that historically have lived in broader video and brand channels.

Operating duties

Many retailers want to ‘operate’ a commerce media network, but the market is increasingly unforgiving of networks that function like lightly upgraded ad units. Operating a commerce media platform is a promise to brands that you can deliver stability, quality, and outcomes at scale. In practice, that means three fundamentals.

Firstly, data maturity: not just first-party data, but usable, privacy-safe signals that support audience creation, optimization, and attribution. Secondly, media environments brands value: that means owned properties that are high-attention and scalable, including in-store, where it fits the footprint and strategy. And thirdly, operational capability: sales enablement, creative standards, and measurement rigor that can withstand brand scrutiny and agency comparison.

Without those basics, ‘operate’ becomes expensive and fragile. The more the category matures, the more advertisers compare retailers side-by-side. If your performance, reporting, or buying process is inconsistent, budgets can shift quickly.

The ownership side

The winning strategy is to own high-intent moments and connect the rest. The retailers best positioned for this next era aren’t necessarily the ones trying to own every layer of the stack. They’re the ones that protect what is truly defensible: shopper intent and purchase signals, owned environments close to conversion, merchandising and offer context, and the in-store moment, where digital intent becomes physical behavior.

Those assets become far more valuable when they plug into systems that provide reach, identity, optimization, and standardized measurement. Brands don’t want fragmented plans or disconnected reporting. They want commerce media to sit inside the media strategies they already run, not as a separate experiment with separate workflows.

This is where AI is accelerating the value of connection. It narrows the gap between context and action, allowing messages to shift based on location, time, inventory, and intent, and then optimize against outcomes across environments. The result isn’t ‘better ads,’ it’s smarter experiences that earn attention and prove impact.

Winning principle

Hybrid isn’t hedging; it’s the reality of modern commerce media. Most retailers will, and should, land in a hybrid model. Operate what you own uniquely – onsite, in-store, loyalty-driven audiences. Partner where ecosystems provide leverage – identity, optimization, standardized measurement, offsite scale. This isn’t giving up control; it’s applying it where it matters most.

Because the goal shouldn’t be to build a perfect network. It’s to build a commerce media capability that can evolve alongside consumer behavior, AI-driven buying, and changing advertiser expectations.

The revenue opportunity in commerce media is real, and the temptation to build everything in-house is understandable. But ownership and control aren’t the same thing. Control comes from differentiation and execution: trusted signals, premium environments, strong measurement, and a buying experience brands want to repeat.

So the most useful question isn’t ‘operate or partner?’ It’s this: own the value only you can own, and connect everything else so you can scale.