Past the usual AI and measurement buzz, uncover the hidden shifts in agentic commerce and information licensing that can redefine retail media winners in 2026.

Retail media has spent the final two years graduating from a nice-to-have funds line into one thing manufacturers deal with as a core efficiency channel. The cash displays it.

US retail media advert spend is projected to achieve $69 billion in 2026- up from $60 billion in 2025. Europe grew 22% yr over yr, in comparison with an total 6% for complete advert spend. The market just isn’t slowing down.

With development like that comes a number of development items. Most of them are saying the identical issues: the measurement is damaged, off-site is rising, AI is in every single place, and in-store is lastly catching up. All true. All is already in your radar.

This piece covers these, nevertheless it additionally decodes the tendencies these items are quietly skipping. Those that can matter extra by This fall than something at the moment getting the headline inches.

The Retail Media Developments Everybody Is Masking

A. Measurement continues to be the business’s largest unsolved downside

Each retail media tendencies piece leads with this. With good purpose, as a result of it’s nonetheless not mounted.

Every community runs its personal attribution mannequin, conversion definition, and reporting format. A model shopping for on Amazon, Walmart, and three regional grocery networks concurrently is reconciling 5 totally different methodologies to reply one query: which of those is definitely working?

36% of entrepreneurs say problem proving incrementality is the primary purpose they might pull again total retail media spend.

Did the marketing campaign drive new gross sales, or did it intercept purchases that may have occurred anyway? Most networks can not reply that query cleanly.

The IAB has pushed for standardization.

Particular person networks have their very own incentives to maintain their methodology proprietary. Progress is going on, however it’s sluggish, and within the meantime, manufacturers are making funds allocation selections on incomplete data.

B. Off-Website Is The place the Development Is

The ceiling on on-site sponsored listings is seen. Solely so many slots on a search outcomes web page, and as extra manufacturers bid for them, CPCs climb and effectivity drops.

The expansion transfer is off-site: leveraging the retailer’s first-party shopper information to achieve those self same consumers on exterior writer stock, CTV, programmatic show, and social. The information travels with out the true property having to be owned.

Amazon DSP advertisers grew their spend 31% yr over yr in This fall 2025 as impressions climbed 32%. Over 60% of Walmart’s self-serve show spend now goes to off-site stock.

The shift is already nicely underway.

C. In-store is lastly getting severe infrastructure

80% of shopper spending occurs in bodily shops. Till just lately, practically all retail media promoting was digital-only. That hole made no enterprise sense, and it’s closing.

Digital endcap screens, checkout lane shows, and programmatic digital out-of-home tied to loyalty information. In-store retail media is getting actual infrastructure behind it. And what issues most is that in-store placements can now be tied to buy information, as digital placements can.

Closed-loop attribution on the shelf is now not a future roadmap merchandise.

D. AI in marketing campaign administration

Dynamic artistic optimization, predictive viewers concentrating on, automated bidding, and real-time personalization. AI is layering into each a part of retail media operations.

The extra attention-grabbing AI story, although, just isn’t within the advert tech stack. It’s what AI is about to do to the consumer aspect. Extra on that shortly.

The Developments Most Items Are Not Masking

1. Agentic Commerce Is the Risk No one Desires to Discuss About Straight

AI buying brokers are already in early deployment. Instruments that browse, examine, and buy on a consumer’s behalf, surfacing a ranked shortlist of merchandise quite than a full search outcomes web page.

Right here’s why retail media has an issue with this.

Retail media is constructed on the premise {that a} shopper is shopping, looking out, scrolling, and encountering a sponsored placement in the intervening time of consideration. An AI agent doesn’t browse. It doesn’t scroll. It processes inputs and returns a advice. The sponsored itemizing that sits on the prime of a human’s search outcomes web page might not exist in an agent’s output in any respect.

No one has a clear reply to this but.

The sincere place is that if AI brokers change into a significant share of consumers who uncover and buy merchandise, the economics of on-site retail media change considerably.

The networks which might be constructing for that situation now, quite than ready to see if it scales, are those that won’t be caught unprepared.

Google’s Common Commerce Protocol, developed with Walmart and different main retailers, is an early signal that the business is aware of that is coming. It’s designed to let AI brokers deal with discovery and checkout whereas conserving retailers because the service provider of file.

This framing issues: it’s a defensive transfer dressed up as an innovation announcement.

2. The Income Versus Quantity Disconnect Manufacturers Are Not Speaking About

One thing attention-grabbing is going on throughout CPG manufacturers operating retail media at scale. Income numbers look wholesome. Quantity numbers are usually not maintaining.

The interpretation that’s skipped in most development items: retail media is more and more efficient at capturing present demand and intercepting high-intent patrons who had been already buying. What it’s much less good at is constructing the sort of upper-funnel consciousness that creates new demand and grows class quantity.

Manufacturers are spending on retail media, seeing income, and quietly watching their complete quantity base not develop predictably. The media combine mannequin says one factor.

The quarterly quantity report says one other. And since legacy MMMs had been constructed for quarterly evaluation in a market that shifts week to week, by the point the perception surfaces, the funds window has already closed.

The manufacturers that crack this in 2026 would be the ones treating retail media as a full-funnel channel, not a lower-funnel seize software, and constructing the measurement infrastructure to inform the distinction in real-time quite than within the subsequent planning cycle.

3. Retailer Mode in Retailer Apps Is the Most Underrated Stock in Retail Media

The in-store development will get lined as endcap screens and digital signage. That framing misses the extra attention-grabbing improvement.

Retailer apps operating in retailer mode are turning the consumer’s cellphone into essentially the most responsive stock within the constructing. Actual-time provides triggered by aisle location. Scan-and-go integrations that know what’s within the basket because it’s being constructed.

Navigation that surfaces a sponsored various one shelf over from the place the consumer is standing.

That isn’t a future functionality.

Walmart, Kroger, and Goal have lively retailer mode options of their apps. The manufacturers operating sponsored placements inside these experiences are getting a context that no different format can replicate: the consumer is bodily within the retailer, the product is inside arm’s attain, and the advert serves on the actual second the acquisition determination is made.

Most retail media funds allocation conversations don’t embrace this stock. They are going to.

4. The Inventive Drawback No one Is Counting as a Pattern

Measurement will get each sizzling take. Inventive will get nearly none. That’s backwards.

Most retail media artistic continues to be constructed to a format spec sheet: match the scale, meet the file dimension, embrace the brand. The technique ends there. After which manufacturers spend important cash operating advertisements that perform as digital wallpaper as a result of the artistic was by no means constructed for the context by which it runs.

Sponsored product on Amazon doesn’t require the identical artistic considering as a CTV spot operating towards a client who purchased from the model twice within the final ninety days. An off-site programmatic placement concentrating on lapsed patrons calls for totally different messaging than an on-site placement competing for a brand new buyer mid-search. These are totally different conversations.

Most manufacturers have one dialog throughout all of them.

Retail media networks operating purpose-built artistic designed for particular placements and shopper contexts persistently outperform generic property. The efficiency hole just isn’t marginal.

Manufacturers treating artistic as an afterthought of their retail media technique are underperforming on their very own media spend.

The networks that begin functioning as artistic companions, serving to manufacturers construct property that belong in every format and context, will pull advertiser spend from these handing over an advert server and label it a service.

5. Non-Promoting Income Is Changing into Larger Than the Advert Enterprise

Most retail media protection focuses on advert spend. The extra important long-term improvement is what sits subsequent to it.

Retailers are studying that their information is value extra as a licensed asset than it’s as a concentrating on software for their very own advert stock. Information licensing to manufacturers, strategic analysis partnerships, and insights feeds that assist producers perceive their very own class dynamics on the retail degree. These are usually not promoting merchandise. They’re intelligence merchandise.

IAB Europe initiatives that by 2026, over 60% of retail media community income development will come from non-advertising companies, together with information licensing and strategic model collaborations. The advert enterprise funded the information infrastructure.

The information infrastructure is now its personal enterprise.

The retailers constructing towards this are fascinated by their networks in a different way than those nonetheless treating retail media purely as an advert monetization play. One group is constructing a media enterprise. The opposite is constructing an information and intelligence enterprise that has media on prime.

The By-Line Throughout The entire Retail Media Developments

Retail media in 2026 just isn’t one channel maturing. It entails a number of distinct capabilities, some nicely understood, some nonetheless being found out, all transferring at totally different speeds inside organizations that weren’t initially constructed to run them.

The manufacturers getting robust returns share one attribute: they’re treating retail media as a strategic perform that requires its personal considering, its personal artistic, its personal measurement framework, and its personal seat on the planning desk.

Those struggling are those who handed the login to a junior group member and requested them to handle the sponsored merchandise funds.

Each teams are spending. Solely one among them is aware of what they’re shopping for.