10 Best Retail Media Advertising Platforms in 2026

Retail Media Is Growing Fast, But Fragmentation Is Still an Obstacle  

According to EMARKETER, US advertisers spent $60.32 billion on retail media in 2025, and will spend $71.09 billion in 2026. That’s 17.8% growth in a single year. Clearly, advertisers see the value in retail media and are investing accordingly. 

But one of the biggest obstacles right now is fragmentation. Each retailer operates their own interface and reporting, so advertisers running multiple campaigns can’t get a single view of what actually worked. 

Mike Hauptman, AdLib’s CEO, makes this same point in his analysis of retail media’s scalability, arguing that the industry’s growing number of disconnected platforms is driving up operational costs and making retail media harder to manage at scale. 

This guide reviews 10 retail media advertising platforms, some of which (e.g, AdLib) consolidate campaigns across multiple retailers, so you can scale without jumping between tools. 

AdLib Provides Access To Multiple DSPs Across A Single Platform

At AdLib, multiple agencies, teams, and brands use our self-serve platform to run programmatic campaigns. One is FreshMart Regional, a grocery chain with 85 stores across the Southeastern US, for which AdLib automates weekly promotional updates. 

Day to day, we’re buying across 20+ DSPs and retail media networks for retail and ecommerce brands. So we get to see how differently each one prices, targets, and reports back. This article is based on that first-hand experience. 

The 10 Best Retail Media Advertising Platforms: Detailed Reviews

Here are the 10 best retail media advertising platforms in 2026. We’ll compare them by key features, reach, pros, cons, and starting cost. In a hurry? Here is a comparison table that summarizes the key points:

1. AdLib

AdLib is a self-serve, DSP-agnostic buying platform, running campaigns across 20+ premium DSPs and retail media networks. On AdLib, your retail media ads run in the same account as your CTV, display, native, audio, and DOOH buys. 

And this matters because retail media campaigns are more effective when combined with other channels. For better mindshare, you want the shopper who saw your product ad on a retailer’s site to see you again on streaming TV that evening. 

AdLib also helps you get the best results from your budget with our Cross-DSP measurement feature, which integrates performance data from every connected DSP and analytics partner into a unified view, giving you complete cross-DSP visibility and actionable insight. 

Then, you can use Cross-DSP optimization to continuously analyze performance across every connected DSP and automatically reallocate spend to where your campaigns perform best. 

Key Features

• 20+ Network Access: Buy across 20+ premium DSPs and retail media networks from one login.
• Audience Builder: Build one shopper audience and push it into any connected network.
• First-Party Data Onboarding: Bring your own customer or loyalty file in and target against it.
• Cross-DSP Optimization: Automatically move budget toward the buying paths that convert.
• Cross-DSP Measurement: Measure the performance of every network and channel against one shared conversion rule set.
• Custom Reporting and Data Exports: Feed campaign data straight into a client’s BI tool.
• Always-on Pixels: Keep tracking between flights so retargeting pools don’t go stale.

Pricing

Every account starts with a free 30-day trial. After that, you pay a monthly access fee of $799. 

Adlib doesn’t require committed contracts or platform lock-ins, and you’re charged only for campaign impressions delivered or media spend captured. Monthly billing terms open up once your committed spend reaches $25,000 a month. 

Pros

• No minimum spend
• No need to rebuild audience lists 
• Retail media, CTV, display, audio, and DOOH all run from one account 

Cons

• Advertisers using only one retail media can’t maximize its features 
• The $799 monthly access fee applies even if you run only a small campaign 

2. Amazon Ads

Amazon Ads is the largest retail media network globally, and most advertisers start with Sponsored Products. You pick products to advertise, and choose keywords that match those products or let Amazon match keywords for you. 

Ads run on Amazon and other third-party sites, and a click sends the shopper to your product page. Billing is pay-per-click, with no monthly or upfront fee. But you can set a budget ceiling. 

Key Features

• Sponsored Products: Promote individual listings inside search results and product pages.
• Automatic Keyword Targeting: Let Amazon choose keywords for you and skip the manual process. 
• Off-Amazon Placements: Serve the same product ads on third-party sites and apps.
• New Seller Credits: Claim up to $1,000 in ad credits by launching within 30 days.

Pricing

Cost per click, with no monthly or upfront fees..

Pros

• No minimum spend and no setup fee
• Ads extend to third-party sites and apps
• Shoppers arrive already searching for something to buy, so conversion rates are high

Cons

• Products have to win the Featured Offer to run
• Adult, used, and refurbished products aren’t eligible for Sponsored Products.

3. Criteo Commerce Max

Criteo Commerce Max gives advertisers access to inventory across multiple retailers and premium media owners from one platform, covering both onsite and offsite advertising. 

You can run ads on retailer websites and continue reaching shoppers across the open internet after they leave. Criteo also operates on the retailer side through Commerce Yield, which helps explain its broad access to retail media inventory.

Key Features

• Onsite and Offsite Buying: Run ads on a retailer’s site and follow shoppers across the open internet.
• Closed-Loop Measurement: Tie campaign results back to online and in-store sales data.
• Commerce Yield: Sell your own inventory through the same platform if you’re a retailer.

Pricing

Criteo publishes no pricing or minimum spend for Commerce Max. Costs are quoted per account through its sales team. 

Pros

• Access to 200+ retailers from one platform
• Offsite buying extends retailer audiences beyond their websites
• Access to inventory through Criteo’s retailer-side network

Cons

• Buyer base is thin with only 18 G2 reviews
• No published pricing or minimum spend for budgeting 
• Built for retail media specifically, so CTV, audio, and DOOH live somewhere else.

4. Walmart Connect

Walmart Connect is Walmart’s advertising arm, with search, video, display, and offsite ad formats. 

Its self-serve Ad Center lets you launch Sponsored Products, Sponsored Brands, and Sponsored Videos without going through a sales rep. Other formats, like in-store screens and offsite display, generally require Walmart support. 

Key Features

• Sponsored Products: Place your listings in Walmart search results and on item pages.
• Sponsored Brands: Show your logo, brand story, and several products together.
• Sponsored Videos: Run short shoppable videos that show a product being used.
• Ad Center: Build, launch, and manage every Walmart campaign in one console.

Pricing

No setup or monthly fees. You only pay when a shopper clicks. 

Pros

• Large physical and digital shopper base
• No setup or monthly fee for Sponsored Search
• Self-serve access to three core ad formats

Cons

• In-store and offsite formats require a Walmart rep
• No published minimum spend makes initial budgeting less predictable
• Campaign data stays in Ad Center, making cross-retailer reporting more manual

5. Instacart Ads

Instacart Ads lets brands reach shoppers while they’re actively building a grocery cart, putting ads close to the point of purchase. 

The platform reaches shoppers across thousands of storefronts on Instacart Marketplace and extends into 310+ retail media networks through Carrot Ads, Instacart’s retail media technology for retailers. 

Key Features

• Cart-Stage Placements: Reach shoppers while they’re actively adding items to a basket.
• Marketplace Reach: Advertise across 100,000 storefronts on Instacart Marketplace.
• Carrot Ads Network: Extend campaigns into 310+ networks powered by Instacart technology.
• Single Campaign Console: Run the whole grocery journey from one platform.

Pricing

Instacart publishes no pricing or minimum spend on its advertising pages. Budgets are quoted per account.

Pros

• Ads run at the cart, where intent is strong 
• Carrot Ads extends the same campaign across 310+ partner networks
• Grocery and CPG brands get basket-level context that general retailers can’t match

Cons

• Coverage depends on which retailers use Carrot Ads
• Primarily suited to grocery, convenience, and household brands
• No published pricing or minimum spend, so budgets get set in a sales call

6. Pacvue

Pacvue is a commerce media operating system for brands and agencies managing retail media across multiple marketplaces. 

It supports 100+ retailers across 30+ global markets. Beyond advertising, it combines retail media management with digital shelf tracking and revenue recovery. 

Key Features

• Cross-Retailer Media Planning: Plan and activate campaigns across 100+ retailers from one place.
• Digital Shelf Performance: Track share of shelf, pricing, and stock alongside ad performance.
• Revenue Recovery: Chase back chargebacks and shortages that quietly erode retailer margin.
• Pacvue Agent: Automate bid, budget, and keyword changes with AI. 

Pricing

Pacvue doesn’t publish pricing. Plans are quoted per account after a sales conversation. 

Pros

• More than 100 retailer integrations
• Advertising and commerce operations in one platform
• Revenue recovery goes beyond what most ad platforms offer

Cons

• No published pricing to check budget fit
• Focused on retail media, so CTV, audio, and DOOH require another platform
• Feature set is geared toward dedicated commerce teams, so smaller brands may pay for features they don’t need

7. Roundel

Roundel is Target’s retail media network, built around Target Circle loyalty data. With 100M+ unique Target Circle members and 30M+ weekly in-store visits from that crowd, it gives brands access to a large pool of first-party shopper data. 

Key Features

• Target Product Ads: Promote products inside Target search results and browse pages.
• Custom Audiences in Your DSP: Activate Roundel audiences through self-service in your own DSP.
• Brand-Safe Offsite Inventory: Reach shoppers across 150+ premium publishing partners.
• In-store and DOOH: Extend a campaign onto screens inside Target stores.

Pricing

Roundel has no pricing or minimum spend. Campaigns are quoted per account. 

Pros

• Audiences can be activated through your existing DSP
• Broad channel coverage, from product search to CTV and DOOH
• Access to deep first-party data: 100M+ Target Circle members and 30M+ weekly store visits

Cons

• Audience reach is limited to Target shoppers
• The full range of formats generally requires managed service
• No published pricing or minimum, so budgeting means a sales conversation first.

8. Kroger Precision Marketing

Kroger Precision Marketing is Kroger’s retail media business, run by its data arm 84.51°. It uses purchase data from more than 62 million US households for household-level targeting. 

The offering is split across three products: 84.51° Prism and 84.51° Stratum handle shopper insights and audience planning, while the Kroger Ad Platform runs campaigns. 

Key Features

• Kroger Ad Platform: Run campaigns across Kroger digital properties and the open web.
• 84.51° Stratum: Build and analyze shopper audiences before committing media budget.
• 84.51° Prism: Pull category and shopper insights from Kroger purchase behavior.

Pricing

Kroger Precision Marketing publishes no pricing or minimum spend.

Pros

• Kroger shopper data can be used for offsite targeting 
• Purchase data on 62 million households gives grocery brands very precise targeting
• The insight tools come with the buying platform, so you do the audience work before you spend

Cons

• No published pricing or minimum to help estimate costs
• Grocery and household categories dominate, so it’s narrow for other verticals
• Its three-product structure takes a while to learn before you can run anything

9. Skai

Skai pulls retail media together with the rest of your paid media. It connects to various platforms including Amazon, Walmart, Instacart, DoorDash, and eBay. 

Key Features

• Unified Onsite and Offsite: Manage retail media placements and audiences in one interface.
• 100+ Network Coverage: Connect to 100+ retail media networks and commerce platforms.
• Digital Shelf Intelligence: Watch where competitors appear against the keywords you bid on.
• AI-Powered Optimization: Automate keyword harvesting, budget pacing, and dayparting.

Pricing

Pricing is quoted per account.

Pros

• Retail media, search, and social all run in one platform
• More than 297 G2 reviews provide a large base of buyer feedback
• Digital shelf intelligence reveals competitor activity on your keywords

Cons

• Getting pricing requires a sales conversation 
• Broader functionality makes onboarding heavier than a single-retailer console 
• Its strength is the walled gardens, so you’ll buy open-web CTV and DOOH somewhere else.

10. Best Buy Ads

Best Buy Ads is Best Buy’s retail media network, built around its consumer electronics shopper data. 

Its My Ads platform is where advertisers manage campaigns and reporting. Best Buy also connects ad exposure to sales, reporting a 93% revenue identification rate. 

Key Features

• My Ads Platform: Manage campaigns and pull reporting from Best Buy’s own console.
• Deep Customer Attributes: Target against customer data enriched with 15,000 unique attributes.
• High Revenue Identification: Match ad exposure to sales at a 93% revenue identification rate.
• In-Store and In-Home Reach: Reach shoppers online, in-store, and in-home.

Pricing

Quoted per campaign 

Pros

• Category context is unmatched for electronics, with Best Buy reporting that a third of US computer and TV sales happen on their platform.
• A 93% revenue identification rate means most exposed shoppers can be matched to sales.
• Customer data carries 15,000 attributes, which supports narrow targeting.

Cons

• No published pricing, and campaign planning runs through a sales team.
• Categories outside electronics, appliances, and home tech have little to buy here.
• Reach is US-focused, so it won’t help an international campaign.

How to Choose the Right Retail Media Advertising Platform

The right platform depends on where you sell, how many retailers you work with, how much control you want, and whether retail media sits on its own or alongside other channels. 

• If one retailer drives the bulk of your sales, buying directly through that retailer’s console makes sense. Amazon Ads and Walmart Connect both start with no setup fee, and you’ll get their latest ad formats first.
• If you sell through five or more retailers, managing all those separate platforms quickly becomes a problem. Choose a tool that consolidates multiple retail networks into one interface. Criteo Commerce Max covers the widest on-site footprint, with 200+ retailers. Pacvue goes further by adding digital shelf tracking and chargeback recovery. 
• If you’re in grocery or CPG, household data is what you’re really buying. Instacart Ads reaches shoppers mid-basket, while Kroger Precision Marketing targets against purchase history from 62 million households. 
• If retail media is one line in a wider media plan, you’ll want it running alongside your other channels. And that’s where AdLib thrives. With our platform, a shopper audience created for a retailer campaign can carry over to CTV, audio, or mobile without being rebuilt. 

Start Where Your Products Already Sell Well

Retail media pays off faster when you start narrow. Pick the retailer where your products already sell well and run search ads there first. Once you know what works, gradually expand to more networks.

As you add more retailers, managing separate platforms and reconciling campaign data starts to cost you valuable work hours. That’s where AdLib can help. It brings your retail media campaigns into one platform, so you spend less time jumping between interfaces and more time optimizing what works. 

And if you’re also buying CTV or DOOH for the same brand, you can manage those campaigns alongside your retail media buys with a single AdLib login. 

If you’d like to try that without a contract, create an AdLib account and run your first campaign during the free 30-day trial.