# Best Retail Media Advertising Platforms - Page 3 *By [Yukta Rustagi](https://research.g2.com/insights/author/yukta-rustagi)* Retail media advertising platforms are self-service platforms, or [ad networks](https://www.g2.com/categories/ad-network), that brands use to buy retail media at scale. These platforms control how many ads and ad types are served to each page on a retailer’s website. Retail media platforms reach consumers at the digital point of sale with brand-funded ads on retailer websites, and the most common ads served are sponsored product ads and commerce display ads. Sponsored product ads are the most well known retail media ad format and are directly tied to search results. These are native ads that blend in with the retailer’s organic content and are seen on relevant search results pages and product detail pages. Using retail media advertising platforms, brands can gain visibility into real-time product performance on retailer’s websites, including data around shopper purchases and marketing attribution. Retailers also use these platforms to decide how ads will appear on their site and can offer consent-based, personalized ads without relying on third-party cookies. Retail media advertising platforms enable retailers to earn incremental revenue and maintain pricing and profit margins by helping retailers monetize their highest-value website positions. To qualify for inclusion in the Retail Media Advertising category, a product must: - Allow the ability to serve ads on retailer’s websites (i.e., native sponsored product ads, responsive banner ads, commerce display ads, etc.) - Provide a reporting dashboard to give brands insights into key performance indicators (KPIs), such as ad impressions, click-through-rate, and campaign-level reports - Provide APIs on retail media networks to allow communication to flow from server to server and set up automated actions (i.e., campaign scheduling) ## G2 Grid® for Retail Media Advertising Platforms ![G2 Grid® for Retail Media Advertising Platforms plotting products by satisfaction and market presence](https://www.g2.com/categories/retail-media-advertising-platforms/grids.png?focus%5B%5D=153011&focus%5B%5D=67966&focus%5B%5D=1193535&focus%5B%5D=151532&focus%5B%5D=4907&focus%5B%5D=47039&focus%5B%5D=115969&focus%5B%5D=1556671) Highlighted products: Quartile, Intentwise, FCC Ads Manager, Epsilon Retail Media, The Trade Desk, Teikametrics, Stackline, and BidBison. Underlying data: [Grid® JSON](https://www.g2.com/categories/retail-media-advertising-platforms/grids.json?focus%5B%5D=quartile-quartile&focus%5B%5D=intentwise&focus%5B%5D=fcc-ads-manager&focus%5B%5D=epsilon-retail-media&focus%5B%5D=the-trade-desk&focus%5B%5D=teikametrics&focus%5B%5D=stackline&focus%5B%5D=bidbison) ## 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 21, 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. ## Which Retail Media Advertising Platforms Is Best for Your Use Case? - **Leader:** [Quartile](https://www.g2.com/products/quartile-quartile/reviews) - **Highest Performer:** [Stackline](https://www.g2.com/products/stackline/reviews) - **Easiest to Use:** [Quartile](https://www.g2.com/products/quartile-quartile/reviews) - **Top Trending:** [Perpetua](https://www.g2.com/products/perpetua/reviews) - **Best Free Software:** [Teikametrics](https://www.g2.com/products/teikametrics/reviews) --- **Sponsored** ### UpKeep UpKeep is the CMMS platform trusted by 4,000+ companies - from small operations to global giants like McDonald’s, Caterpillar, and Chevron to manage maintenance, safety, and reliability. UpKeep provides a singular platform to extend asset life and reduce downtime making it the preferred solution for leaders in manufacturing, food & beverage, healthcare, and facilities management. \* Unified CMMS: Centralize your asset registry, work orders, parts, inventory, checklists, inspections, and reporting in one place. \* Edge IIoT sensors: Connect your physical assets to the cloud with remote sensors that trigger automated work orders based on real-time machine health and anomalies. \* Technician-First Design: Built to support front-line teams where they work with intuitive mobile tools, like voice-to-note CAPA reporting, that maximize wrench time. \* AI & Customization: Built-in AI tools accelerate data processing, while Studio allow you to build custom app workflows tailored entirely to your business logic. \* Safety & Compliance: Mitigate risk with native modules for LMS safety training and EHS compliance designed to keep your operations permanently audit-ready By bringing asset operations into a single, unified platform, UpKeep CMMS empowers teams to drive a 26%+ decrease in downtime and an 11% increase in asset life. [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=2026-07-21T22%3A37%3A58Z&secure%5Bdisplayable_resource_id%5D=431&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=19198&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=19198&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%3Fpage%3D3&secure%5Btoken%5D=59e828a49c6246dcce6fb43d02e9bccaf05f622285937a493f803fc7bfa9c2d6&secure%5Burl%5D=https%3A%2F%2Fwww.upkeep.com%2Flp%2Fdemo%3Futm_source%3DG2%26utm_medium%3Dcpc%26utm_campaign%3DG2Advertising&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Retail Media Advertising Platforms Products in 2026? ### 1. [Flow](https://www.g2.com/products/flow-2025-05-27/reviews) Flow’s data-powered Commerce Media Platform enables retailers, e-commerce platforms and marketplaces to build their own commerce media networks, unlocking new revenue streams. Flow's Data Marketplace connects these high-intent audiences with brands and advertisers eager to supercharge campaign performance. Flow was founded by Gil Sperling and Daniel Levy — the team behind Popimedia (Africa’s largest performance marketing company, acquired by Publicis). We do two things: 1. Help audience owners monetise and activate their audiences Retailers, e-commerce platforms, marketplaces and other online businesses use Flow to turn their first-party data into an immediate revenue stream without any upfront costs or tech investments. 2. Offer brands and agencies access to high-intent first-party data audiences The Flow data marketplace gives brands and advertisers access to exclusive, first-party data from trusted audience partners. Through Flow, brands and advertisers can reach their ideal audiences where they spend their time...on social media. **Who Is the Company Behind Flow?** - **Seller:** [Flow](https://www.g2.com/sellers/flow-f957c2fb-d822-4fa1-a9d8-00627258aa89) - **HQ Location:** Cape Town, ZA - **Twitter:** @flowlivingcom (413 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/flowliving/ (42 employees on LinkedIn®) - **Ownership:** Flow ### 2. [In-store IMPACT](https://www.g2.com/products/in-store-impact/reviews) Doohlabs is an in-store retail media platform that helps retailers turn their store network and customer data into a monetizable media channel. For Retailers: Build audience inventory from your first-party data, sell campaigns directly or via self-service and distribute audience targeted ads automatically to individual screens and audio players. For Media Companies: Sell audience-based inventory across multiple retailers and manage the full campaign workflow from a single platform. Digital Signage Operators: Add retail media capabilities to your existing screen networks. Integrate via API with your CMS. **Who Is the Company Behind In-store IMPACT?** - **Seller:** [Doohlabs](https://www.g2.com/sellers/doohlabs) - **Year Founded:** 2018 - **HQ Location:** Helsinki, FI - **LinkedIn® Page:** https://www.linkedin.com/company/doohlabs/ (13 employees on LinkedIn®) ### 3. [Kabob Cloud](https://www.g2.com/products/kabob-cloud/reviews) One Cloud of Foods and Retail Chains, with AI, Devices, Automation and Staff apps. We provide three major SaaS apps cover: - Screens: Lookr Digital Signage - Music: Voicer BGM Master - Experience: Teachor Training Management - Automation: Queue & Reservation. Wayfinding Directory, AIoT. Manage all-scenario store applications through one platform and empower chain brand experience and management. **Average Rating:** 5.0/5.0 **Total Reviews:** 2 **How Do G2 Users Rate Kabob Cloud?** - **Ease of Use:** 10.0/10 (Category avg: 8.9/10) **Who Is the Company Behind Kabob Cloud?** - **Seller:** [Kabob Retail Cloud](https://www.g2.com/sellers/kabob-retail-cloud) - **Year Founded:** 2016 - **HQ Location:** Ontario, US - **LinkedIn® Page:** https://www.linkedin.com/company/kabobcloud/ (28 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Recent G2 Reviews of Kabob Cloud? **"[Good Experience](https://www.g2.com/survey_responses/kabob-cloud-review-7470112)"** **Rating:** 5.0/5.0 stars *— Monica R.* [Read full review](https://www.g2.com/survey_responses/kabob-cloud-review-7470112) --- **"[Optimizing device management for businesses](https://www.g2.com/survey_responses/kabob-cloud-review-9957041)"** **Rating:** 5.0/5.0 stars *— Nicolas F.* [Read full review](https://www.g2.com/survey_responses/kabob-cloud-review-9957041) --- ### 4. [Lineads.ai](https://www.g2.com/products/lineads-ai/reviews) Lineads.ai is an AI-driven platform delivering relevant product feeds. Lineads.ai aggregates product feeds from diverse sources, wraps them in its tracking system, and delivers these feeds to publishers. It seamlessly integrates with multiple CPC networks, offering high-converting offers through a unified feed. With Lineads.ai, you can: - Access over 120 million products from more than 6,000 advertisers. - Receive an optimized product feed with clean, up-to-date offerings via API. - Generate and customize ad widgets that automatically detect the content type and shop category, ensuring the most relevant display options. - Monitor, adjust, and optimize your performance in real time. **Who Is the Company Behind Lineads.ai?** - **Seller:** [Lineads.ai](https://www.g2.com/sellers/lineads-ai) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/lineads-ai/ (2 employees on LinkedIn®) ### 5. [MediaForge](https://www.g2.com/products/mediaforge/reviews) MediaForge is a comprehensive retail media specification and digital asset management platform built entirely on Firebase. It helps brands, agencies, and retail media managers navigate the complex landscape of retail media advertising by providing a centralized directory of creative specifications from major networks like Amazon, Walmart, Target, and others. The platform features an intelligent asset compatibility checker that analyzes uploaded creative assets against hundreds of placement requirements, identifying perfect matches and highlighting any issues **Who Is the Company Behind MediaForge?** - **Seller:** [MediaForge](https://www.g2.com/sellers/mediaforge) - **HQ Location:** N/A - **LinkedIn® Page:** https://linkedin.com/company/getmediaforge/ (1 employees on LinkedIn®) ### 6. [Parsempo Control](https://www.g2.com/products/parsempo-control/reviews) Parsempo is a digital signage software solution. It offers cloud-based tools to remotely manage, measure, optimize, and monetize digital signage networks through a software-as-a-service platform. The software provides capabilities to control displays, analyze audience data to tailor content, schedule messaging, and leverage programmatic advertising. The platform aims to drive audience engagement, improve performance, and increase revenue for clients across industries. **Who Is the Company Behind Parsempo Control?** - **Seller:** [Parsempo](https://www.g2.com/sellers/parsempo) - **Year Founded:** 2019 - **HQ Location:** Caesarea, IL - **LinkedIn® Page:** https://www.linkedin.com/company/parsempo (10 employees on LinkedIn®) ### 7. [Prism](https://www.g2.com/products/calibrated-intelligence-prism/reviews) Prism helps Amazon advertisers prioritize high-impact actions, execute changes safely, and scale optimization with guardrails. Instead of stopping at reporting, Prism guides teams through a 5-phase workflow from urgent fixes to structured growth, with 24 guided actions across triage, defense, expansion, optimization, and maintenance. Advertisers can review executable recommendations, approve changes asynchronously, track real-time completion status, and understand outcomes through audit trails and measured before/after performance context. Prism supports safer execution with conflict handling, thresholds, exclusions, circuit breakers, automation pauses, and a 7-day undo window for revertable actions. Built for teams managing Amazon Ads across multiple accounts, Prism combines AI-grounded recommendations, team-based access controls, performance visibility, and gradual automation adoption so advertisers can move faster while keeping control over spend, risk, and campaign quality. **Who Is the Company Behind Prism?** - **Seller:** [Calibrated Intelligence](https://www.g2.com/sellers/calibrated-intelligence) - **HQ Location:** N/A - **LinkedIn® Page:** https://linkedin.com/company/calibratedintelligence/ (1 employees on LinkedIn®) ### 8. [RMIQ](https://www.g2.com/products/rmiq/reviews) RMIQ | Performance-Driven Retail Media Management Retail media specialists for challenger brands. We only succeed when you do. RMIQ is a retail media agency helping brands grow profitably across Amazon, Instacart, Walmart Connect, Whole Foods, Target, and other leading retail media networks. Unlike traditional agencies, we combine hands-on campaign management with proprietary AI technology that continuously optimizes bids, budgets, keywords, and product-level performance. Our team manages every aspect of your retail media program, allowing you to focus on growing your business while we maximize the return on every advertising dollar. What We Do Full-Service Campaign Management – Strategy, campaign setup, optimization, reporting, and ongoing account management. AI-Powered Optimization – Proprietary technology continuously analyzes campaign performance and identifies opportunities to improve ROAS and sales. Cross-Retail Expertise – Manage campaigns across multiple retailers through a single partner with consistent reporting and best practices. SKU-Level Optimization – Make decisions at the product level to maximize profitability and support retail objectives. Performance-Based Commercial Model – We can align our compensation with results, charging only when we generate measurable improvements. Why Brands Work With RMIQ Improve ROAS without increasing ad spend. Scale across new retail media networks without adding internal resources. Reduce the time spent managing complex retailer advertising platforms. Gain a dedicated team focused exclusively on retail media performance. Leverage proven expertise from dozens of growing CPG brands. Whether you're launching your first retail media campaigns or looking to improve an existing program, RMIQ provides the strategy, execution, and technology to turn retail media into a profitable growth channel. Retail media expertise. AI-powered optimization. Results that pay for themselves. **Who Is the Company Behind RMIQ?** - **Seller:** [RMIQ](https://www.g2.com/sellers/rmiq) - **Year Founded:** 2024 - **HQ Location:** Lewes, US - **LinkedIn® Page:** https://www.linkedin.com/company/rmiq (8 employees on LinkedIn®) ### 9. [Rokt Ads](https://www.g2.com/products/rokt-ads/reviews) Rokt Ads is an AI-powered commerce media and performance advertising platform that helps brands acquire high-value customers at the Transaction Moment, the moments before, during, and immediately after a purchase, when shoppers are most engaged and most likely to convert. By advertising into Rokt's closed network of premium ecommerce partners, marketers reach high-intent buyers in brand-safe environments that aren't available on open exchanges, social platforms, or traditional search. Rokt Ads is built for performance marketers, growth teams, and customer acquisition leaders who need a scalable, outcome-based channel beyond Google and Meta. Campaigns are managed through Rokt's unified platform (OP3), which supports four campaign types (Traffic, Shoppable Ads powered by Rokt Catalog, App Install, and Payment Usage) across the full range of pricing models including CPA, CPR, ROAS, CPM, CPL, and CPI. Advertisers only pay for measurable outcomes, with first-party attribution and closed-loop reporting that work without third-party cookies. The platform is powered by Rokt Brain, a real-time machine learning system that uses transaction signals, first-party data, and behavioral intent to optimize bids, targeting, and creative on every impression. Rokt Ads delivers full transparency and control over placements, fraud protection, and first-party verification, with fast integration via Web SDK, mobile SDKs, server-to-server APIs, tag managers, and third-party measurement tools. Rokt is SOC 2 Type II, ISO 27001, GDPR, and CCPA compliant, and partners maintain full ownership of their data. Globally, Rokt Ads reaches 1.1B+ unique customers across 10B+ annual ecommerce transactions, delivering average click-through rates of 4.03% and conversion rates of 6.32%, performance significantly above Google Display and Meta benchmarks. **Who Is the Company Behind Rokt Ads?** - **Seller:** [ROKT](https://www.g2.com/sellers/rokt) - **Year Founded:** 2012 - **HQ Location:** New York, US - **Twitter:** @ROKT (1,134 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/rokt/ (752 employees on LinkedIn®) ### 10. [Saccade AI](https://www.g2.com/products/saccade-ai/reviews) Saccade is a retail media platform which can generate, schedule, and display demographically targeted ads in real-time for brick-and-mortar stores. How it works: Saccade's high-resolution camera extracts the faces in your store, runs AI inference on-device (no PII) and determines the age and gender of the audience in 80ms. It then picks the most appropriate ad creative - driving meaningful engagement. The Saccade Studio: Our gen AI feature allows users to upload product images and turn them into production quality video ads in minutes. These creatives can then be tagged with demographic targeting information and published to screens in seconds. Finally, the analytics: Saccade provides analytic data you've never had before. Not only can you see age and gender statistics by time of day / day of week, but you can also report on the creatives which had the highest engagement by demographic. For retailers selling to multiple demographics, Saccade is an invaluable tool for generating, distributing and delivering hyper-targeted content to your customers. Start next week with an 8-week pilot, prove ROI, leverage incredible analytics and roll out across all stores. Visit https://saccade.ai to learn more. **Who Is the Company Behind Saccade AI?** - **Seller:** [Saccade AI](https://www.g2.com/sellers/saccade-ai) - **Year Founded:** 2026 - **HQ Location:** Sydney, AU - **LinkedIn® Page:** https://www.linkedin.com/company/saccade-ai/ (1 employees on LinkedIn®) ## 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) - [Cross-Channel Advertising Software](https://www.g2.com/categories/cross-channel-advertising) - [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.