# Best Enterprise Retail Media Advertising Platforms *By [Yukta Rustagi](https://research.g2.com/insights/author/yukta-rustagi)* Products classified in the overall Retail Media Advertising Platforms category are similar in many regards and help companies of all sizes solve their business problems. However, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise Business Retail Media Advertising Platforms to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Enterprise Business Retail Media Advertising Platforms category. In addition to qualifying for inclusion in the Retail Media Advertising Platforms category, to qualify for inclusion in the Enterprise Business Retail Media Advertising Platforms category, a product must have at least 10 reviews left by a reviewer from an enterprise business. ## How Many Retail Media Advertising Platforms Products Does G2 Track? **Total Products under this Category:** 60 ### Category Stats (Jul 2026) - **Average Rating**: 4.46/5 (↑0.02 vs Jun 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: Pacvue (+1.71%) - Among all products in this category, Pacvue recorded the largest rating increase compared to last month *Last updated: July 17, 2026* ## How Does G2 Rank Retail Media Advertising Platforms Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 1,900+ Authentic Reviews - 60+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. --- **Sponsored** ### JFrog JFrog Ltd. (Nasdaq: FROG), the creators of the unified DevOps, DevSecOps, DevGovOps and MLOps platform, is on a mission to create a world of software delivered without friction from development to production. Driven by a “Liquid Software” vision to keep software continuously flowing, secure, and always up to date, the JFrog Platform serves as the definitive software supply chain system of record. It is uniquely engineered to power organizations as they build, manage, and distribute trusted software with unprecedented speed, security, and scale across hybrid and multi-cloud environments. As software engineering evolves in the AI era, JFrog’s newest offerings address the industry's most pressing trend: the rise of agentic software development and the hidden security risks of "Shadow AI." In response to threat actors increasingly targeting developer workflows including a massive surge in malicious open-source AI models and infected packages; JFrog has expanded its platform capabilities to deliver absolute end-to-end visibility and automated compliance. Key new innovations include the JFrog AI Catalog, which enables organizations to centralize, govern, and control the lifecycle of AI models approved for enterprise use. To secure autonomous coding environments, JFrog introduced the Universal MCP Registry and the Agent Skills Registry (developed alongside NVIDIA). These new solutions establish the industry’s first enterprise-grade trust layer to safely manage and store AI agent skills, monitor connections, and instantly block unsafe developer tools or malicious coding extensions right where developers work. Furthermore, the integration of advanced DevGovOps and Runtime Security tools allows teams to replace slow, manual compliance audits with continuous, background policy enforcement. By shifting security left directly into the binary pipeline, JFrog ensures that the volume of AI-assisted code does not outpace an organization's ability to verify its safety. Today, millions of users and approximately 6,600 organizations worldwide, including a majority of the Fortune 100, depend on the universal JFrog Platform to eliminate point-solution fatigue, bridge the governance gap, and securely embrace digital transformation. Learn more at www.jfrog.com or follow us on X @JFrog. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=2549&secure%5Bchosen_at%5D=2026-07-18T15%3A31%3A43Z&secure%5Bdisplayable_resource_id%5D=2449&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=143017&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=143017&secure%5Bresource_id%5D=2549&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fretail-media-advertising-platforms%2Fenterprise&secure%5Btoken%5D=3d1c4b2c97e0e31104da4f97a968a5d5ac5a0b5d2320902175a609ae3c542a17&secure%5Burl%5D=https%3A%2F%2Fjfrog.com%2Fartifactory%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc_social%26utm_campaign%3Dbrand_awareness_banner_ad%26utm_content%3Du-bin&secure%5Burl_type%5D=custom_url) --- ## What Is Retail Media Advertising Platforms ? [Digital Advertising Tech](https://www.g2.com/categories/digital-advertising-tech) ## What Software Categories Are Similar to Retail Media Advertising Platforms ? - [Display Advertising Software](https://www.g2.com/categories/display-advertising) - [Demand Side Platform (DSP)](https://www.g2.com/categories/demand-side-platform-dsp) - [Online Marketplace Optimization Tools](https://www.g2.com/categories/online-marketplace-optimization-tools) --- ## What Are the Most Common Questions About Retail Media Advertising Platforms ? *AI-generated · Last updated: June 3, 2026* ### Leading enterprise retail media platforms with robust analytics and closed-loop attribution Based on G2 reviews, several products stand out for analytics depth, reporting, and retail media decision support. - [Intentwise](https://www.g2.com/products/intentwise) — AMC analytics and audience insights. - [The Trade Desk](https://www.g2.com/products/the-trade-desk) — unified cross-channel campaign measurement. - [Teikametrics](https://www.g2.com/products/teikametrics) — automation with clear KPI tracking. - [Stackline](https://www.g2.com/products/stackline) — category, traffic, and sales intelligence. ### Retail media platforms with the strongest targeting and reporting for grocery advertisers Based on G2 reviews, these platforms are most associated with audience targeting, reporting visibility, and campaign control. - [Epsilon Retail Media](https://www.g2.com/products/epsilon-retail-media) — purchase-based targeting and unified control. - [GoWit](https://www.g2.com/products/gowit) — stock-based serving and sales reporting. - [Osmos](https://www.g2.com/products/onlinesales-ai-osmos) — detailed reporting and inventory control. - [Zitcha](https://www.g2.com/products/zitcha) — omnichannel workflows from one login. ### Which retail media ad platform gives the best ROI for CPG brands selling in multiple retailers Based on G2 reviews, buyers often compare platforms that improve efficiency, reporting, and cross-retailer visibility. - [Intentwise](https://www.g2.com/products/intentwise) — cross-retailer data and bulk optimization. - [Pacvue](https://www.g2.com/products/pacvue) — retail media optimization and reporting. - [CommerceIQ](https://www.g2.com/products/commerceiq) — linked inventory and advertising automation. - [GoWit](https://www.g2.com/products/gowit) — measurable omnichannel retail media growth. ### What are retail media advertising platforms Retail media advertising platforms are tools that help advertisers and retailers plan, run, optimize, and measure ads tied to retail environments and shopper activity. In recent G2 reviews, users most often describe these platforms in terms of campaign automation, audience targeting, reporting, inventory or catalog visibility, and the ability to manage multiple channels from one place. Reviewers also emphasize workflow benefits such as reducing manual bid changes, centralizing data, improving budget control, and connecting ad performance to business outcomes like sales growth, efficiency, or stronger visibility. Across the category, buyers appear to value platforms that combine usable reporting with automation and responsive support. ### How do teams use retail media advertising platforms for campaign optimization According to verified users, teams use retail media advertising platforms to reduce repetitive campaign work and make faster optimization decisions. Reviews repeatedly mention automated bidding, budget controls, bulk edits, dayparting, keyword and search term management, pacing visibility, and clearer dashboards for spotting underperforming campaigns. Users also describe these platforms as a way to centralize reporting across accounts or channels so teams can spend less time exporting data and more time on strategy. In the most recent reviews, buyers consistently connect campaign optimization with practical outcomes like improved efficiency, lower wasted spend, better visibility into performance, and more time for growth planning or client work.