Retail media solutions are the platforms and tools brands use to plan, buy, and measure advertising across retailer-owned channels like Amazon, Walmart, Target, and Instacart. Retail media now takes up 22% of the average brand’s total media budget, according to Skai’s 2026 State of Retail Media study, but managing that spend one retailer at a time gets harder as brands add networks. This piece covers what retail media solutions do, the types of retail media channels they cover, and how to pick the right one for a brand’s size and category.
Introduction
Ten years ago, retail media meant sponsored product listings on Amazon and not much else. Today it spans onsite search, offsite retargeting, in-store digital screens, and connected TV, run across more than a hundred retailers, each with its own ad platform, data rules, and reporting format. The tools built to manage that load are retail media solutions, and picking the right one now shapes how much of that budget actually produces results.
What Are Retail Media Solutions?
Retail media solutions are software platforms that let brands plan, launch, and measure advertising campaigns on retailer-owned media, using the retailer’s first-party shopper and purchase data for targeting. They cover everything from campaign management and bidding to reporting and attribution, and the strongest ones connect to more than one retailer from a single login.
How Retail Media Solutions Work
A brand connects its product catalog and first-party data to the platform, which links to each retailer’s advertising API. From there, the brand builds campaigns, sponsored products, display, video, using retailer audience segments, sets budgets and bids, and the platform’s automation adjusts those bids in response to performance. Results and spend data flow back through the platform’s reporting layer instead of a dozen separate retailer dashboards.
Retail Media Solutions Vs. Traditional Digital Advertising
Traditional digital advertising, like a display campaign bought through the open web, targets based on browsing behavior, demographics, or interest categories. Retail media targets based on what someone has actually bought or searched for on a specific retailer’s site, which produces a level of purchase intent that behavioral targeting alone can’t match. The tradeoff is that a brand needs a different setup, budget, and measurement approach for each retailer, which is the exact problem retail media solutions exist to solve.
The Core Components Of A Retail Media Solution
Audience targeting and segmentation
Retailer first-party data, purchase history, browse behavior, loyalty status, builds audience segments more specific than anything available through third-party targeting.
Campaign management and activation
A single interface for building, launching, and adjusting campaigns across every connected retailer, instead of learning and operating a dozen separate ad consoles.
Retail media analytics and reporting
Dashboards that show performance by retailer, by campaign, and rolled up across the whole program, using consistent metric definitions instead of whatever each retailer calls a click.
Measurement and attribution capabilities
Tools that connect ad spend to actual sales, ideally including incrementality testing that shows what a campaign produced beyond what would have sold anyway.
Inventory and ad placement management
Visibility into which placements are available on each retailer, and control over where a brand’s ads actually show up on the digital shelf.
Types Of Retail Media Channels
Onsite retail media
Ads that show up directly on a retailer’s website or app: sponsored product listings, banner ads, and search results.
Offsite retail media
Ads that use a retailer’s first-party data to target shoppers off the retailer’s own site, on social platforms, connected TV, or the open web.
In-store retail media
Digital screens, audio, and other placements inside physical stores, an area that’s grown as retailers build out retail media beyond their websites.
Omnichannel retail media campaigns
Campaigns coordinated across onsite, offsite, and in-store placements at once, built to reach a shopper at more than one point before they buy.
Benefits Of Using Retail Media Solutions
Reach high-intent shoppers closer to purchase
Retail media puts a brand’s ad in front of someone who has already searched for or bought a related product, closer to the moment of purchase than most other ad formats reach.
Improve advertising performance with first-party data
Retailer data holds up as third-party cookies phase out, giving brands a compliant, durable base for targeting.
Increase retail media revenue opportunities
Brands that show up well in retail media placements often see a lift in organic sales too, since sponsored placements increase overall visibility on a retailer’s site.
Improve campaign measurement and attribution
Retail media’s closed-loop data ties an ad directly to a sale on the same platform, producing cleaner attribution than most channels can offer.
Support omnichannel customer experiences
Coordinating retail media with search and social keeps messaging consistent for a shopper moving between channels before they buy.
Common Retail Media Solution Use Cases
Sponsored product advertising
The core use case: placing a brand’s product in front of shoppers actively searching for it or similar products on a retailer’s site.
Product launch campaigns
Retail media’s targeting and speed to launch make it a common first move for new product introductions, especially on Amazon and Walmart.
Personalized shopper promotions
Using loyalty and purchase data to target specific offers to shoppers likely to respond, rather than running one offer across an entire audience.
Cross-channel brand awareness campaigns
Using a retailer’s offsite inventory, connected TV or social, to build awareness among shoppers who’ve bought in the category before.
Retail media for in-store engagement
Digital signage and audio placements that extend a retail media campaign into the physical store, reaching shoppers at the shelf.
Challenges Brands Face With Retail Media Solutions
Fragmented retail media networks
More than a hundred retailers now run their own ad platforms, each with different inventory, targeting options, and reporting standards.
Limited cross-channel measurement
Comparing performance across retailers, or between retail media and other channels, is hard without a shared measurement standard.
Data privacy and compliance concerns
Each retailer sets its own rules for how brands can access and use first-party data, often through clean rooms that require separate setup and compliance work.
Campaign optimization workload
Managing bids and budgets across dozens of retailers by hand doesn’t leave much time for strategy.
Scaling retail media operations
What works for a five-retailer program breaks down at fifty retailers without automation and a shared reporting layer.
How To Choose The Right Retail Media Solution
Evaluate data and targeting capabilities
Check which first-party data sources the platform can connect to and how deep its audience segmentation actually goes, not just how many retailers it lists as supported.
Look for strong measurement and attribution tools
Incrementality testing shows whether a campaign actually changed the outcome, something basic click and impression counts can’t confirm on their own.
Assess integration and interoperability
Confirm the platform connects to your product catalog, CRM, and any other martech you already run. A retail media solution that sits apart from everything else adds a new silo instead of removing one.
Prioritize scalability and automation
Ask how the platform handles bid and budget management at ten retailers versus a hundred, since manual processes that work at a small scale often collapse at a large one.
Consider omnichannel support
A retail media solution that also connects to search and social removes the need for a separate cross-channel platform later.
Improve Retail Media Performance With Better Measurement And Insights
Retail media has become too large a piece of the media budget to run on instinct or retailer-provided dashboards alone. The brands getting ahead can see performance across every retailer in one place and back budget decisions with real incrementality data instead of platform-reported clicks. Skai’s retail media solution connects campaigns across 100-plus retailers, including Amazon, Walmart, Target, and Instacart, alongside paid search and paid social, so a brand’s retail media program runs through one system instead of a dozen.
Retail Media Solutions FAQS
A DSP, or demand-side platform, buys programmatic ad inventory, including some retail media offsite inventory, but it isn’t built around a retailer’s first-party shopper data or onsite ad formats the way a dedicated retail media solution is. Many brands use both: a retail media solution for onsite and retailer-specific offsite campaigns, and a DSP for broader programmatic reach.
Yes. Retail media solutions built for smaller teams typically bundle campaign management, reporting, and optimization into one interface, which matters more for a lean team than it does for a brand with a large in-house media staff.
Return on ad spend and click-through rate matter, but brands should also track total sales lift, share of voice against competitors on key search terms, and incrementality, which shows how much of a sale the campaign actually produced.
No. Retail media is growing fast, now 22% of the average media budget according to Skai’s 2026 State of Retail Media study, but it works best alongside search and social rather than instead of them. Most brands run all three together for full-funnel coverage.








