# Best Retail Media Advertising Platforms *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) ## How Many Retail Media Advertising Platforms Products Does G2 Track? **Total Products under this Category:** 59 ### Category Stats (Jun 2026) - **Average Rating**: 4.41/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: The Trade Desk (+1.05%) - Among all products in this category, The Trade Desk recorded the largest rating increase compared to last month *Last updated: June 01, 2026* ## How Does G2 Rank Retail Media Advertising Platforms Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 1,800+ Authentic Reviews - 59+ 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** ### Teikametrics Teikametrics is an AI-powered retail marketplace optimization platform designed to help users drive profitable growth across major online marketplaces such as Amazon, Walmart, and TikTok Shop. This innovative solution leverages advanced technology to streamline various aspects of marketplace management, enabling brands and agencies to make informed decisions quickly and efficiently. The platform is particularly beneficial for e-commerce businesses looking to enhance their performance in competitive retail environments. Teikametrics caters to a diverse target audience, including brands, agencies, and sellers who require a comprehensive solution to manage advertising, product listings, inventory, and performance analytics. By integrating these critical components into a single operating system, Teikametrics eliminates the need for multiple disconnected tools, allowing users to focus on growth and profitability. At the heart of Teikametrics is ARI, the proprietary and patent-pending Generative AI engine. ARI distinguishes itself by connecting various optimization levers that directly influence profitability. This includes real-time adjustments to advertising strategies based on margin, demand, and inventory levels, ensuring that marketing efforts are always aligned with business objectives. Additionally, the platform continuously optimizes product listings for both organic and paid performance, enhancing visibility and driving sales. Teikametrics also offers robust inventory forecasting capabilities, which help prevent wasted spending and stock-outs, ultimately leading to a more efficient allocation of resources. The platform transforms raw marketplace data into actionable insights, providing users with clear, decision-ready recommendations that facilitate strategic planning. This level of automation is particularly advantageous for high-volume, high-complexity workflows that would typically require large teams, enabling users to scale operations more effectively. In summary, Teikametrics is purpose-built for retail marketplaces, distinguishing itself from generic advertising technology or business intelligence software. By automating complex processes and integrating essential functions, the platform empowers users to operate more efficiently and achieve sustainable growth in an increasingly competitive landscape. [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%5Bdisplayable_resource_id%5D=2549&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2549&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=47039&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&secure%5Btoken%5D=97bcc223c9fddaeafd03a6c2e6e92649e9726ff3d4aec72f30a2c4f14d637679&secure%5Burl%5D=https%3A%2F%2Fwww.teikametrics.com%2Fplatform%2F%3Futm_source%3Dg2%26utm_medium%3Dppc_g2%26utm_campaign%3Dg2_clicks%26utm_content%3DARI&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Retail Media Advertising Platforms Products in 2026? ### 1. [Quartile](https://www.g2.com/products/quartile-quartile/reviews) Quartile, the world's largest retail media optimization platform, is a trusted partner for multichannel e-commerce success. Through unmatched expertise and patented AI technology, we fuel growth for 5,300+ brands and sellers worldwide and manage an annual ad spend exceeding $2 billion. The award-winning platform covers major marketplaces and ad channels for optimal reach. The result is unprecedented granularity, smarter budgeting, and bespoke solutions for retailers. Visit quartile.com to learn how to boost efficiency, outperform competitors, and achieve profitability. **Average Rating:** 4.6/5.0 **Total Reviews:** 213 **How Do G2 Users Rate Quartile?** - **Display Ads:** 8.5/10 (Category avg: 8.5/10) - **Ease of Use:** 8.6/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 8.3/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 8.7/10 (Category avg: 8.8/10) **Who Is the Company Behind Quartile?** - **Seller:** [Quartile](https://www.g2.com/sellers/quartile) - **Company Website:** https://www.quartile.com/ - **Year Founded:** 2018 - **HQ Location:** New York, NY - **Twitter:** @quartiledigital (406 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/quartiledigital (509 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** President, CEO - **Top Industries:** Retail, Consumer Goods - **Company Size:** 79% Small-Business, 15% Mid-Market #### What Are Quartile's Pros and Cons? **Pros:** - Helpful (33 reviews) - Advertising Optimization (27 reviews) - Customer Support (24 reviews) - Sales Growth (23 reviews) - Business Growth (21 reviews) **Cons:** - Expensive (7 reviews) - Slow Performance (5 reviews) - Difficult Learning (4 reviews) - Difficult Setup (3 reviews) - Missing Features (3 reviews) ### What Do G2 Reviewers Say About Quartile? *AI-generated summary from verified user reviews* **Pros:** - Users commend Quartile for their **excellent support and communication** , facilitating rapid responses and insightful performance updates. - Users value the **dedicated support** from Quartile's account managers, enhancing their advertising optimization experience significantly. - Users commend Quartile for its **exceptional customer support** and quick, knowledgeable responses from dedicated account managers. - Users commend Quartile for their **consistent and measurable sales growth** achieved through expert guidance and proactive strategies. - Users report impressive **business growth** with Quartile, experiencing significant sales increases and effective campaign optimizations. **Cons:** - Users note the **expensive management fees** associated with Quartile, but find the service to be worthwhile. - Users face **slow performance** with Quartile, experiencing delays in responses and lagging system functionality. - Users experience a **difficult learning curve** with Quartile, hindering immediate adjustments and customization options. - Users find the **difficult setup** of Quartile challenging, requiring significant time and guidance for effective configuration. - Users feel the **missing features** in Quartile, including management services, limit its effectiveness for businesses seeking comprehensive solutions. #### What Are Recent G2 Reviews of Quartile? **"[Quartile Delivered Explosive 3X Growth with a Seamless, Supportive Team](https://www.g2.com/survey_responses/quartile-review-12854988)"** **Rating:** 5.0/5.0 stars *— Kiersten M.* [Read full review](https://www.g2.com/survey_responses/quartile-review-12854988) --- **"[Granular Targeting and Budget Control Backed by Excellent Quartile Support](https://www.g2.com/survey_responses/quartile-review-12916595)"** **Rating:** 5.0/5.0 stars *— Karen S.* [Read full review](https://www.g2.com/survey_responses/quartile-review-12916595) --- #### What Are G2 Users Discussing About Quartile? - [How much does quartile cost?](https://www.g2.com/discussions/how-much-does-quartile-cost) - [What is quartile PPC?](https://www.g2.com/discussions/what-is-quartile-ppc) - [What is quartile advertising?](https://www.g2.com/discussions/what-is-quartile-advertising) - [What does Quartile do Amazon?](https://www.g2.com/discussions/what-does-quartile-do-amazon) - 1 comment ### 2. [FCC Ads Manager](https://www.g2.com/products/fcc-ads-manager/reviews) Flipkart Ads Manager is a powerful Retail Media Suite that brings all advertising formats and attribution capabilities under one product. The tool is a wholesome combination of all advertising functions including rich media display, native catalog ads & search keyword targeting ( PLA & PCA format). Combine this with the powerful attribution funnel and the advanced audience manager for display ads and you have the complete retail media solution that can help you grow ad revenues and conversions by 5X or more! **Average Rating:** 4.3/5.0 **Total Reviews:** 68 **How Do G2 Users Rate FCC Ads Manager?** - **Display Ads:** 8.9/10 (Category avg: 8.5/10) - **Ease of Use:** 9.1/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 9.1/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 9.0/10 (Category avg: 8.8/10) **Who Is the Company Behind FCC Ads Manager?** - **Seller:** [Flipkart Commerce Cloud](https://www.g2.com/sellers/flipkart-commerce-cloud) - **Year Founded:** 2007 - **HQ Location:** Bangalore, IN - **Twitter:** @Flipkart (2,862,381 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/flipkart/ (91,898 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Apparel & Fashion - **Company Size:** 48% Small-Business, 45% Mid-Market #### What Are Recent G2 Reviews of FCC Ads Manager? **"[Ideal Interface for Ads](https://www.g2.com/survey_responses/fcc-ads-manager-review-8493433)"** **Rating:** 5.0/5.0 stars *— Devender K.* [Read full review](https://www.g2.com/survey_responses/fcc-ads-manager-review-8493433) --- **"[Top recommended Ads Manager for Ecommerce](https://www.g2.com/survey_responses/fcc-ads-manager-review-9628667)"** **Rating:** 5.0/5.0 stars *— Vinayak S.* [Read full review](https://www.g2.com/survey_responses/fcc-ads-manager-review-9628667) --- ### 3. [Intentwise](https://www.g2.com/products/intentwise/reviews) Intentwise is the Commerce Observability Platform for marketplaces. It unifies advertising, retail, shopper, competitive, and cross-channel signals from Amazon, Walmart, Instacart, Target Roundel, Criteo, TikTok, Meta, Google, Shopify, and other marketplaces into one connected intelligence layer — the ground truth for humans and AI agents to diagnose, decide, and act on. The platform serves brands, agencies, and retailers that need a unified signal layer across multiple commerce channels. Rather than siloing data by channel or function, Intentwise creates a single source of truth that powers both human decision-makers and AI-driven automation. Whether you’re a brand that wants to bring your advertising in-house or an agency that wants to use Claude to scale your reporting, Intentwise is the solution. **Average Rating:** 4.8/5.0 **Total Reviews:** 99 **How Do G2 Users Rate Intentwise?** - **Display Ads:** 8.3/10 (Category avg: 8.5/10) - **Ease of Use:** 9.0/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 9.1/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 9.4/10 (Category avg: 8.8/10) **Who Is the Company Behind Intentwise?** - **Seller:** [Intentwise](https://www.g2.com/sellers/intentwise) - **Year Founded:** 2016 - **HQ Location:** San Diego, US - **Twitter:** @intentwise (166 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10972977/ (74 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO - **Top Industries:** Marketing and Advertising, Consumer Goods - **Company Size:** 65% Small-Business, 26% Mid-Market #### What Are Intentwise's Pros and Cons? **Pros:** - Ease of Use (8 reviews) - Advertising Optimization (6 reviews) - Customer Support (6 reviews) - Reporting Efficiency (6 reviews) - Business Growth (5 reviews) **Cons:** - Expensive (2 reviews) - Missing Features (2 reviews) - Advertising Challenges (1 reviews) - Billing Issues (1 reviews) - Complexity (1 reviews) ### What Do G2 Reviewers Say About Intentwise? *AI-generated summary from verified user reviews* **Pros:** - Users find Intentwise's **ease of use** exceptional, allowing effortless navigation and quick setup of custom reports. - Users value the **quick communication and effective advertising optimization** from Intentwise, enhancing their campaign success significantly. - Users appreciate the **amazing customer support** from Intentwise, valuing responsive and knowledgeable representatives for their needs. - Users value the **reporting efficiency** of Intentwise, enabling customizable reports and effective KPI tracking for their business needs. - Users commend Intentwise for their **significant business growth** , achieving remarkable improvements in performance aligned with client goals. **Cons:** - Users find Intentwise **expensive** , especially for those with limited advertising budgets, making it less cost-effective. - Users express concerns about **missing features** like performance-based budget settings and case creation for better support. - Users find the **advertising challenges** of Intentwise can complicate leveraging its full tool potential effectively. - Users find **billing issues** to be confusing, especially when using a combination of services. - Users find the **complexity of the advertising systems** can make it hard to fully utilize Intentwise's tools. #### What Are Recent G2 Reviews of Intentwise? **"[Clean UI and Powerful Amazon Performance Insights](https://www.g2.com/survey_responses/intentwise-review-12832166)"** **Rating:** 5.0/5.0 stars *— Amber H.* [Read full review](https://www.g2.com/survey_responses/intentwise-review-12832166) --- **"[Powerful Amazon Analytics & Automation with Valuable AMC Integration](https://www.g2.com/survey_responses/intentwise-review-12472150)"** **Rating:** 5.0/5.0 stars *— Harriet C.* [Read full review](https://www.g2.com/survey_responses/intentwise-review-12472150) --- #### What Are G2 Users Discussing About Intentwise? - [What is Intentwise used for?](https://www.g2.com/discussions/what-is-intentwise-used-for) ### 4. [Epsilon Retail Media](https://www.g2.com/products/epsilon-retail-media/reviews) Epsilon Retail Media is a comprehensive retail media platform that empowers retailers and brands to effectively manage and optimize their advertising campaigns across both on-site and off-site channels. By integrating advanced identity resolution and artificial intelligence, the platform delivers personalized and measurable marketing solutions that enhance customer engagement and drive sales. Key Features and Functionality: - Unified Platform: Combines on-site and off-site retail media capabilities within a single, self-serve interface, enabling seamless campaign management. - Advanced Identity Resolution: Utilizes Epsilon's CORE ID technology, which encompasses over 300 million global privacy-protected consumer identifiers, to provide a comprehensive view of customers across various touchpoints. - AI-Driven Decisioning: Employs artificial intelligence to analyze shopper behavior and optimize ad content, bidding strategies, and placement decisions in real-time. - Omnichannel Activation: Supports advertising across multiple channels, including sponsored products, display ads, video, connected TV, digital screens, and email, ensuring consistent messaging throughout the customer journey. - Privacy-Centric Data Collaboration: Features clean room technology that allows retailers and brands to securely collaborate on permissioned data, optimizing sales strategies in a privacy-safe environment. Primary Value and Solutions Provided: Epsilon Retail Media addresses the growing need for retailers and brands to effectively reach and engage consumers in a fragmented digital landscape. By offering a unified platform that integrates on-site and off-site media capabilities, it enables advertisers to extend their reach beyond owned channels, maximizing monetization opportunities. The platform's advanced identity resolution and AI-driven decisioning ensure that marketing efforts are personalized and efficient, leading to increased sales and a higher return on advertising spend. Additionally, its privacy-centric approach to data collaboration allows for secure and compliant optimization of marketing strategies, making it a valuable tool for navigating the complexities of modern retail advertising. **Average Rating:** 4.2/5.0 **Total Reviews:** 26 **How Do G2 Users Rate Epsilon Retail Media?** - **Display Ads:** 8.5/10 (Category avg: 8.5/10) - **Ease of Use:** 8.1/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 7.0/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 7.4/10 (Category avg: 8.8/10) **Who Is the Company Behind Epsilon Retail Media?** - **Seller:** [Epsilon](https://www.g2.com/sellers/epsilon) - **Year Founded:** 1969 - **HQ Location:** Irving, TX - **Twitter:** @EpsilonMktg (6,474 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/epsilon/ (10,374 employees on LinkedIn®) - **Ownership:** NYSE:ADS **Who Uses This Product?** - **Company Size:** 62% Small-Business, 31% Mid-Market #### What Are Epsilon Retail Media's Pros and Cons? **Pros:** - Advertising (1 reviews) - Targeting (1 reviews) **Cons:** - Complexity (1 reviews) - Navigation Issues (1 reviews) ### What Do G2 Reviewers Say About Epsilon Retail Media? *AI-generated summary from verified user reviews* **Pros:** - Users find the **targeted advertising solutions** of Epsilon Retail Media impressive, enhancing marketing strategies for retailers and brands. - Users value Epsilon Retail Media for its **targeted and data-driven advertising solutions** that enhance marketing strategy optimization. **Cons:** - Users find the **interface complex** , making initial navigation challenging despite eventual acclimatization through training. - Users find the **navigation issues** of Epsilon Retail Media challenging initially, but training can help improve usability. #### What Are Recent G2 Reviews of Epsilon Retail Media? **"[AI-Driven Retail Media Platform With Precision Targeting and Unified Campaign Control](https://www.g2.com/survey_responses/epsilon-retail-media-review-11612292)"** **Rating:** 5.0/5.0 stars *— Yeshwanth U.* [Read full review](https://www.g2.com/survey_responses/epsilon-retail-media-review-11612292) --- **"[Powerful Retail Boost](https://www.g2.com/survey_responses/epsilon-retail-media-review-10774640)"** **Rating:** 4.5/5.0 stars *— Nidia M.* [Read full review](https://www.g2.com/survey_responses/epsilon-retail-media-review-10774640) --- #### What Are G2 Users Discussing About Epsilon Retail Media? - [What is Epsilon Retail Media Network used for?](https://www.g2.com/discussions/what-is-epsilon-retail-media-network-used-for) ### 5. [The Trade Desk](https://www.g2.com/products/the-trade-desk/reviews) The Trade Desk's self-service, cloud-based platform enables ad buyers to create, manage, optimize and measure advertising campaigns across ad formats and devices. Integrations with hundreds of global data, inventory, and publisher partners ensure maximum reach and decisioning capabilities, and enterprise APIs enable custom development on top of the platform. The Trade Desk's powerful technology offers advertisers unparalleled audience scale and reach, evaluating more than 13 million impressions and quadrillions of permutations across the open internet every single second. The platform's goals-based buying allows advertisers to set multiple KPIs, with transparency into performance and the ability to optimize campaigns in-flight. Advertisers on the platform can also leverage a robust data marketplace to inform and measure their ad campaigns against online and offline business results. Recognized for its innovation and agility, The Trade Desk is a leader in Connected TV and Retail Media, as well as emerging programmatic channels like audio, digital-out-of-home, and gaming. To help marketers understand the rapidly evolving and complex world of data-driven advertising, The Trade Desk also offers Edge Academy certification courses. Founded in 2009 in Ventura, California, The Trade Desk (Nasdaq: TTD) has more than 3,000 employees in dozens of offices across North America, Europe, and Asia Pacific. Clients include the biggest brands and largest advertising agencies in the world. The company's client retention rate has been above 95% for the past nine years, due to outstanding client service and superior technology. **Average Rating:** 4.4/5.0 **Total Reviews:** 170 **How Do G2 Users Rate The Trade Desk?** - **Display Ads:** 8.9/10 (Category avg: 8.5/10) - **Ease of Use:** 8.1/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 8.6/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 8.3/10 (Category avg: 8.8/10) **Who Is the Company Behind The Trade Desk?** - **Seller:** [The Trade Desk](https://www.g2.com/sellers/the-trade-desk) - **Company Website:** https://www.thetradedesk.com - **Year Founded:** 2009 - **HQ Location:** Ventura, CA - **Twitter:** @TheTradeDesk (20,680 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/892001/ (4,738 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Account Manager - **Top Industries:** Marketing and Advertising, Retail - **Company Size:** 47% Mid-Market, 32% Small-Business #### What Are The Trade Desk's Pros and Cons? **Pros:** - Features (35 reviews) - Ease of Use (30 reviews) - Audience Targeting (25 reviews) - Targeting (24 reviews) - Campaign Management (21 reviews) **Cons:** - Learning Curve (20 reviews) - Expensive (13 reviews) - Complexity (12 reviews) - Learning Difficulty (11 reviews) - Complex Setup (10 reviews) ### What Do G2 Reviewers Say About The Trade Desk? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **advanced capabilities** of The Trade Desk, highlighting its powerful features and responsive customer support. - Users appreciate the **user-friendly interface** of The Trade Desk, facilitating effective programmatic campaign management. - Users value the **advanced audience targeting** capabilities of The Trade Desk, enhancing campaign precision and effectiveness. - Users appreciate the **advanced targeting capabilities** of The Trade Desk, making data-driven decision-making easy and efficient. - Users value the **data-driven targeting and user-friendly campaign management** of The Trade Desk, enhancing campaign performance significantly. **Cons:** - Users find the **steep learning curve** challenging, particularly those new to programmatic advertising or without training. - Users find the **expensive minimum spend** and complex features challenging, especially for smaller campaigns. - Users find the **steep learning curve** of The Trade Desk challenging, particularly for new and smaller advertisers. - Users often face a **steep learning curve** with The Trade Desk, requiring training to navigate its complex features. - Users find the platform's **complex setup** challenging, especially due to frequent interface changes and steep learning curves. #### What Are Recent G2 Reviews of The Trade Desk? **"[More Control and Real-Time Campaign Adjustments with The Trade Desk](https://www.g2.com/survey_responses/the-trade-desk-review-12754603)"** **Rating:** 4.5/5.0 stars *— Nijat I.* [Read full review](https://www.g2.com/survey_responses/the-trade-desk-review-12754603) --- **"[Kokai’s AI Optimization and Intuitive UI Make The Trade Desk a Top DSP](https://www.g2.com/survey_responses/the-trade-desk-review-12893667)"** **Rating:** 4.0/5.0 stars *— sai v.* [Read full review](https://www.g2.com/survey_responses/the-trade-desk-review-12893667) --- #### What Are G2 Users Discussing About The Trade Desk? - [What is The Trade Desk business model?](https://www.g2.com/discussions/what-is-the-trade-desk-business-model) - [Does The Trade Desk use AI?](https://www.g2.com/discussions/does-the-trade-desk-use-ai) - [How is trade desk different from Google?](https://www.g2.com/discussions/how-is-trade-desk-different-from-google) - [What does The Trade Desk do?](https://www.g2.com/discussions/what-does-the-trade-desk-do) ### 6. [Teikametrics](https://www.g2.com/products/teikametrics/reviews) Teikametrics is an AI-powered retail marketplace optimization platform designed to help users drive profitable growth across major online marketplaces such as Amazon, Walmart, and TikTok Shop. This innovative solution leverages advanced technology to streamline various aspects of marketplace management, enabling brands and agencies to make informed decisions quickly and efficiently. The platform is particularly beneficial for e-commerce businesses looking to enhance their performance in competitive retail environments. Teikametrics caters to a diverse target audience, including brands, agencies, and sellers who require a comprehensive solution to manage advertising, product listings, inventory, and performance analytics. By integrating these critical components into a single operating system, Teikametrics eliminates the need for multiple disconnected tools, allowing users to focus on growth and profitability. At the heart of Teikametrics is ARI, the proprietary and patent-pending Generative AI engine. ARI distinguishes itself by connecting various optimization levers that directly influence profitability. This includes real-time adjustments to advertising strategies based on margin, demand, and inventory levels, ensuring that marketing efforts are always aligned with business objectives. Additionally, the platform continuously optimizes product listings for both organic and paid performance, enhancing visibility and driving sales. Teikametrics also offers robust inventory forecasting capabilities, which help prevent wasted spending and stock-outs, ultimately leading to a more efficient allocation of resources. The platform transforms raw marketplace data into actionable insights, providing users with clear, decision-ready recommendations that facilitate strategic planning. This level of automation is particularly advantageous for high-volume, high-complexity workflows that would typically require large teams, enabling users to scale operations more effectively. In summary, Teikametrics is purpose-built for retail marketplaces, distinguishing itself from generic advertising technology or business intelligence software. By automating complex processes and integrating essential functions, the platform empowers users to operate more efficiently and achieve sustainable growth in an increasingly competitive landscape. **Average Rating:** 4.5/5.0 **Total Reviews:** 123 **How Do G2 Users Rate Teikametrics?** - **Display Ads:** 8.3/10 (Category avg: 8.5/10) - **Ease of Use:** 8.6/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 9.0/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 9.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Teikametrics?** - **Seller:** [Teikametrics](https://www.g2.com/sellers/teikametrics) - **Company Website:** https://www.teikametrics.com - **Year Founded:** 2015 - **HQ Location:** Boston, MA - **Twitter:** @Teikametrics (2,173 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2640556/ (185 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO - **Top Industries:** Retail, Consumer Goods - **Company Size:** 75% Small-Business, 19% Mid-Market #### What Are Teikametrics's Pros and Cons? **Pros:** - Ease of Use (20 reviews) - Campaign Management (8 reviews) - AI Integration (7 reviews) - Automation (7 reviews) - Customer Support (7 reviews) **Cons:** - Expensive (3 reviews) - Data Inaccuracy (2 reviews) - Data Management (2 reviews) - Difficult Learning (2 reviews) - Learning Curve (2 reviews) ### What Do G2 Reviewers Say About Teikametrics? *AI-generated summary from verified user reviews* **Pros:** - Users find **Teikametrics easy to use** , appreciating its intuitive interface and seamless campaign creation process. - Users value the **efficiency of campaign management** with Teikametrics, leading to improved performance and time savings. - Users highlight the **advanced AI integration** in Teikametrics, enhancing bidding efficiency and maximizing ROI effectively. - Users value the **automation features** of Teikametrics, enhancing efficiency and allowing focus on strategic business growth. - Users commend the **responsive customer support** of Teikametrics, appreciating their assistance and open communication for resolving issues. **Cons:** - Users find the **pricing of Teikametrics to be expensive** , which may deter some from using the service. - Users experience significant **data inaccuracy** due to delays and limited access to essential DSP reports and metrics. - Users experience a **two-day delay in data** , limiting real-time access and full visibility into DSP reports. - Users note a significant **learning curve** with Teikametrics, especially in mastering certain functions and setting goals. - Users find a **learning curve** when using Teikametrics, requiring time to understand its functionalities and optimize results. #### What Are Recent G2 Reviews of Teikametrics? **"[Teikametrics: Powerful AI + Top-Tier Expertise That Scales Our eCommerce Strategy](https://www.g2.com/survey_responses/teikametrics-review-12662780)"** **Rating:** 5.0/5.0 stars *— Brian T.* [Read full review](https://www.g2.com/survey_responses/teikametrics-review-12662780) --- **"[Helps me manage Amazon PPC without daily micromanagement](https://www.g2.com/survey_responses/teikametrics-review-12353494)"** **Rating:** 5.0/5.0 stars *— Arpit G.* [Read full review](https://www.g2.com/survey_responses/teikametrics-review-12353494) --- #### What Are G2 Users Discussing About Teikametrics? - [What is Teikametrics used for?](https://www.g2.com/discussions/what-is-teikametrics-used-for) - 1 comment ### 7. [Koddi Ads](https://www.g2.com/products/koddi-ads/reviews) Koddi Ads is a comprehensive commerce media platform designed to empower retailers, marketplaces, and publishers to build and manage their own media networks. By leveraging first-party data and advanced AI technologies, Koddi Ads enables businesses to deliver personalized ad experiences across on-site, off-site, and in-store channels, enhancing customer engagement and driving incremental revenue. Key Features and Functionality: - Omnichannel Ad Activation: Facilitates seamless deployment of various ad formats, including sponsored listings, display, and video ads, across multiple channels with ease. - Enterprise-Grade Infrastructure: Offers a robust, containerized multi-cloud architecture that ensures reliability, transparency, and flexibility in ad delivery. - AI-Powered Optimization: Utilizes machine learning trained on specific commerce signals to enhance ad relevance, resulting in significant improvements in click-through rates and overall performance. - Integrated Demand Sources: Provides access to major demand-side platforms and commerce platforms, enabling connections with national brand budgets and new advertisers while maintaining control over data and inventory. - Unified Ad Management: Allows for centralized planning, activation, and measurement of campaigns across all channels from a single platform, offering real-time analytics and incrementality testing for performance transparency. Primary Value and User Solutions: Koddi Ads addresses the complexities of building and scaling commerce media programs by offering a customizable, privacy-first platform that integrates seamlessly with existing systems. It empowers businesses to monetize their digital properties effectively, enhance shopper experiences through relevant and personalized ads, and achieve rapid time-to-market with streamlined onboarding processes. By maintaining ownership of data and intellectual property, users retain control over their media programs, ensuring long-term autonomy and scalability. **Average Rating:** 4.4/5.0 **Total Reviews:** 17 **How Do G2 Users Rate Koddi Ads?** - **Display Ads:** 8.6/10 (Category avg: 8.5/10) - **Ease of Use:** 8.7/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 9.4/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 9.1/10 (Category avg: 8.8/10) **Who Is the Company Behind Koddi Ads?** - **Seller:** [Koddi](https://www.g2.com/sellers/koddi) - **Year Founded:** 2013 - **HQ Location:** Fort Worth, US - **LinkedIn® Page:** https://www.linkedin.com/company/3163836 (293 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 47% Mid-Market, 41% Small-Business #### What Are Recent G2 Reviews of Koddi Ads? **"[Support for Multiple Campaigns and Time-Saving Features](https://www.g2.com/survey_responses/koddi-ads-review-12161629)"** **Rating:** 4.0/5.0 stars *— Vikas S.* [Read full review](https://www.g2.com/survey_responses/koddi-ads-review-12161629) --- **"[A user friendly tool for marketing and campaign management](https://www.g2.com/survey_responses/koddi-ads-review-10875493)"** **Rating:** 4.5/5.0 stars *— Raaj P.* [Read full review](https://www.g2.com/survey_responses/koddi-ads-review-10875493) --- ### 8. [Stackline](https://www.g2.com/products/stackline/reviews) On a mission to fuel the future of commerce by bringing brands and customers closer together, Stackline is the first full-funnel connected commerce platform for the world’s most innovative brands. Stackline's proprietary neural networks and deep learning systems surface and visualize transformational omnichannel insights, power market-leading advertising performance, and activate every step of the shopper journey. Brand leaders, product innovators, and performance marketers trust Stackline to power profitable growth in an increasingly complex retail ecosystem. Founded in 2014 in Seattle, Stackline employs over 250 connected commerce professionals creating value for 7,000 global brands.  **Average Rating:** 4.4/5.0 **Total Reviews:** 245 **How Do G2 Users Rate Stackline?** - **Display Ads:** 7.6/10 (Category avg: 8.5/10) - **Ease of Use:** 8.1/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 8.9/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 8.7/10 (Category avg: 8.8/10) **Who Is the Company Behind Stackline?** - **Seller:** [Stackline](https://www.g2.com/sellers/stackline) - **Year Founded:** 2014 - **HQ Location:** Seattle, US - **Twitter:** @StacklineHQ (1,882 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/stackline/ (264 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Consumer Goods, Consumer Electronics - **Company Size:** 47% Mid-Market, 36% Enterprise #### What Are Stackline's Pros and Cons? **Pros:** - Data Analysis (38 reviews) - Insights (32 reviews) - Ease of Use (25 reviews) - Reporting (19 reviews) - Decision Making (16 reviews) **Cons:** - Data Inaccuracy (19 reviews) - Data Delays (10 reviews) - Slow Performance (10 reviews) - Poor Categorization (9 reviews) - Slow Loading (9 reviews) ### What Do G2 Reviewers Say About Stackline? *AI-generated summary from verified user reviews* **Pros:** - Users value the **powerful data analysis** tools that drive strategic decisions and improve market understanding. - Users value the **customizable data segmentation** and excellent customer support of Stackline, enhancing their analytical experience. - Users find Stackline **easy to use** , enjoying quick access to valuable sales and performance insights. - Users value the **granular insights** from Stackline, enhancing their retail analytics with detailed visuals and metrics. - Users value the **insightful decision-making capabilities** of Stackline, facilitating a deeper understanding of their market and competition. **Cons:** - Users report concerns about **data inaccuracy** , which can lead to skewed insights and challenges in reporting. - Users express frustration over **data delays** , noting a lack of real-time updates impacting sales and ad efficiency. - Users are frustrated with the **slow performance** of Stackline, which hinders productivity and complicates data analysis. - Users face challenges due to **poor categorization** in Stackline, making filtering and segmentation difficult. - Users dislike the **slow loading** of sales data, which hampers quick decision-making and efficiency for Seller accounts. #### What Are Recent G2 Reviews of Stackline? **"[Integrating Stackline into our Walmart eCommerce strategy has been transformative](https://www.g2.com/survey_responses/stackline-review-11209155)"** **Rating:** 5.0/5.0 stars *— Sarah K.* [Read full review](https://www.g2.com/survey_responses/stackline-review-11209155) --- **"[The Single Best Resource for Amazon Intgelligence](https://www.g2.com/survey_responses/stackline-review-11162046)"** **Rating:** 4.5/5.0 stars *— Michael B.* [Read full review](https://www.g2.com/survey_responses/stackline-review-11162046) --- #### What Are G2 Users Discussing About Stackline? - [What is Stackline used for?](https://www.g2.com/discussions/what-is-stackline-used-for) ### 9. [BidBison](https://www.g2.com/products/bidbison/reviews) BidBison is an intuitive Amazon Sponsored Ads automation tool designed to streamline campaign management for sellers. By automating tedious tasks, it enables users to focus on scaling their business without the complexities of manual adjustments. BidBison's user-friendly interface ensures that even those new to Amazon advertising can quickly optimize their campaigns and achieve tangible results. Key Features and Functionality: - Full Amazon API Integration: Seamlessly connects with both SP API and Sponsored Ads API, providing comprehensive account coverage. - Advanced Campaign Automation: Offers smart dayparting, budget control, and rule-based optimizations to enhance campaign performance. - Keyword Harvesting & Target Expansion: Continuously discovers profitable keywords and ASIN targets to expand reach. - Custom Dashboards & Insights: Provides real-time performance tracking with detailed reporting for informed decision-making. - Proactive Alerts & Notifications: Keeps users informed about wasted spend, missed opportunities, and critical changes. - ROI Optimization Engine: Automates bid adjustments to maximize sales and profitability. Primary Value and Solutions: BidBison addresses the challenges of manual campaign management by automating key processes, thereby reducing the time and effort required from sellers. It helps in cutting down wasted ad spend, optimizing bids dynamically, and growing keyword coverage, all of which contribute to increased sales and improved profitability. By providing clear insights and expert guidance, BidBison empowers sellers to achieve their advertising goals more efficiently. **Average Rating:** 5.0/5.0 **Total Reviews:** 16 **How Do G2 Users Rate BidBison?** - **Display Ads:** 9.2/10 (Category avg: 8.5/10) - **Ease of Use:** 10.0/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 9.5/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind BidBison?** - **Seller:** [BidBison](https://www.g2.com/sellers/bidbison) - **HQ Location:** N/A - **LinkedIn® Page:** https://www.linkedin.com/company/bidbison/ (1 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO - **Top Industries:** Information Services, Information Technology and Services - **Company Size:** 125% Mid-Market #### What Are Recent G2 Reviews of BidBison? **"[Effortless Amazon Ad Management with Measurable Results](https://www.g2.com/survey_responses/bidbison-review-11729436)"** **Rating:** 5.0/5.0 stars *— Patrice B.* [Read full review](https://www.g2.com/survey_responses/bidbison-review-11729436) --- **"[Powerful Automation That Simplifies Amazon Advertising](https://www.g2.com/survey_responses/bidbison-review-11729598)"** **Rating:** 5.0/5.0 stars *— Adrian Antonio J.* [Read full review](https://www.g2.com/survey_responses/bidbison-review-11729598) --- ### 10. [Criteo Commerce Max (Retail Media)](https://www.g2.com/products/criteo-commerce-max-retail-media/reviews) Criteo’s Commerce Max enables brands and agencies to activate cross-channel retail media campaigns onsite across 200+ global retailers and offsite across thousands of premium publishers with closed loop measurement tied to actual online and in-store sales data. A single point of entry for 200+ retailers, Commerce Max allows advertisers to operate onsite and offsite campaigns within one platform with unified workflows and reporting. Access AI-powered optimization models to maximize revenue while targeting unique retailer audiences. Advanced commerce insights enable brands and agencies to make smarter media and merchandising decisions. **Average Rating:** 4.0/5.0 **Total Reviews:** 18 **How Do G2 Users Rate Criteo Commerce Max (Retail Media)?** - **Display Ads:** 7.7/10 (Category avg: 8.5/10) - **Ease of Use:** 9.0/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 8.1/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 8.1/10 (Category avg: 8.8/10) **Who Is the Company Behind Criteo Commerce Max (Retail Media)?** - **Seller:** [Criteo](https://www.g2.com/sellers/criteo) - **HQ Location:** Paris, France - **Twitter:** @criteo (18,673 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/37209/ (3,912 employees on LinkedIn®) - **Ownership:** NASDAQ:CRTO - **Total Revenue (USD mm):** $2,072 **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 39% Small-Business, 33% Mid-Market #### What Are Recent G2 Reviews of Criteo Commerce Max (Retail Media)? **"[Criteo is very effective platform for us especially for retargeting campaigns](https://www.g2.com/survey_responses/criteo-commerce-max-retail-media-review-5204627)"** **Rating:** 5.0/5.0 stars *— Büşra A.* [Read full review](https://www.g2.com/survey_responses/criteo-commerce-max-retail-media-review-5204627) --- **"[One Of The Best Open Internet Platform For E commerce Business](https://www.g2.com/survey_responses/criteo-commerce-max-retail-media-review-5163748)"** **Rating:** 4.5/5.0 stars *— Prakash T.* [Read full review](https://www.g2.com/survey_responses/criteo-commerce-max-retail-media-review-5163748) --- #### What Are G2 Users Discussing About Criteo Commerce Max (Retail Media)? - [What is Retail Media by Criteo used for?](https://www.g2.com/discussions/what-is-retail-media-by-criteo-used-for) ### 11. [PromoteIQ](https://www.g2.com/products/promoteiq/reviews) PromoteIQ is a retail media platform that empowers brands to enhance their visibility and drive product sales by connecting with shoppers across leading retailers' digital properties. Acquired by Microsoft in 2019, PromoteIQ integrates advanced AI and machine learning technologies to deliver targeted advertising solutions, enabling brands to effectively reach in-market customers through both onsite and offsite channels. Key Features and Functionality: - AI-Powered Self-Service Platform: Facilitates the creation and management of advertising campaigns with AI-driven tools that simplify campaign setup, creative generation, and performance optimization. - Omnichannel Attribution and Reporting: Provides comprehensive reporting with over 100 metrics in near real-time, allowing brands to analyze campaign performance across various channels. - Diverse Ad Formats: Offers multiple advertising options, including Product Listing Ads , banner ads, sponsored brands, and offsite ads, enabling brands to engage shoppers throughout their purchasing journey. - Advanced Targeting Capabilities: Utilizes machine learning algorithms to enhance ad relevance, ensuring that advertisements are tailored to the interests and behaviors of individual shoppers. Primary Value and Solutions Provided: PromoteIQ addresses the challenge brands face in effectively reaching and converting shoppers within the digital retail environment. By leveraging retailers' first-party shopper data and integrating AI-driven insights, PromoteIQ enables brands to deliver personalized and relevant advertising experiences. This approach not only boosts brand awareness and product sales but also enhances the overall shopping experience, leading to increased customer satisfaction and loyalty. Additionally, the platform's robust analytics and reporting tools empower brands to make data-driven decisions, optimizing their marketing strategies for maximum return on investment. **Average Rating:** 4.0/5.0 **Total Reviews:** 11 **How Do G2 Users Rate PromoteIQ?** - **Display Ads:** 8.6/10 (Category avg: 8.5/10) - **Ease of Use:** 8.9/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 8.8/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 9.2/10 (Category avg: 8.8/10) **Who Is the Company Behind PromoteIQ?** - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft (13,091,739 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Company Size:** 45% Small-Business, 27% Enterprise #### What Are Recent G2 Reviews of PromoteIQ? **"[Getting property promoted to the world](https://www.g2.com/survey_responses/promoteiq-review-10814525)"** **Rating:** 5.0/5.0 stars *— James S.* [Read full review](https://www.g2.com/survey_responses/promoteiq-review-10814525) --- **"[Simplifying the monotonous process of campaign creation](https://www.g2.com/survey_responses/promoteiq-review-10596305)"** **Rating:** 4.0/5.0 stars *— Rakesh S.* [Read full review](https://www.g2.com/survey_responses/promoteiq-review-10596305) --- #### What Are G2 Users Discussing About PromoteIQ? - [What does Promoteiq do?](https://www.g2.com/discussions/what-does-promoteiq-do) - [What is PromoteIQ?](https://www.g2.com/discussions/what-is-promoteiq) - [What is Microsoft PromoteIQ?](https://www.g2.com/discussions/what-is-microsoft-promoteiq) - [How does PromoteIQ work?](https://www.g2.com/discussions/how-does-promoteiq-work) - 2 comments, 1 upvote ### 12. [Adbrew](https://www.g2.com/products/adbrew/reviews) Adbrew is an enterprise-grade retail media platform for brands and agencies advertising on Amazon and Walmart. It unifies Sponsored Ads, Amazon DSP, Amazon Marketing Cloud, and live retail performance data into a single platform, with AI agents running across the entire advertising workflow, including campaign launch, optimization, reporting, DSP, and AMC. The platform manages over $500M in annual ad spend for 5,000+ brands and agencies globally and is a recognized Amazon Ads Advanced Partner. Adbrew has been nominated 12 times and won 3 times at the Amazon Ads Partner Awards across three consecutive years, more recognitions than any other independent retail media tech provider, with multiple case studies featured on Amazon's official Ads website. 1. Adbrew Intelligence: AI Agents for Retail Media Adbrew Intelligence is one of the first AI agent platforms built specifically for retail media advertising, layered on top of Adbrew's advertising engine. Agents work across Sponsored Ads, DSP, and AMC. Teams can launch hundreds of campaigns from a single prompt, ask plain-language questions about why performance shifted and get a root-cause answer, generate custom dashboards without a BI tool, audit existing automation rules for inefficiencies, build AMC reports and audiences through conversation, and apply optimization actions with a single click. 2. Full-Funnel Media: Sponsored Ads, DSP, and AMC in a Unified Platform Adbrew brings Sponsored Ads, Amazon DSP, Amazon Marketing Cloud, and Walmart Connect into a single workflow. The DSP module includes a campaign launcher for awareness, consideration, and conversion strategies with bulk management for line items, flights, budgets, and creatives. DSP is available without Amazon's standard spend minimum. AMC is accessible without writing SQL, with pre-built audiences that can be activated directly inside DSP and Sponsored Ads campaigns. 3. Truly Retail-Aware Automation Adbrew's automation factors in retail signals, not just ad metrics. Bid and budget decisions can be tied to Buy Box status, inventory levels, organic rank, profitability targets, and Share of Voice, so campaigns adjust to what is actually happening on the listing. Live organic sales data through the Rapid Retail integration gives advertisers a real-time view of how paid and organic performance move together. Profitability-aware optimization helps teams move beyond ROAS targets and bid toward true contribution margin. 4. Hourly Share of Voice and Rank-Based Optimization While most tools provide daily Share of Voice tracking, Adbrew tracks SOV and organic rank at an hourly level across every priority keyword, with automation rules that act on the same hourly cadence. Teams can claim top-of-search visibility on priority terms or pull back bids when ads are cannibalizing strong organic positions, all without waiting for next-day reporting. 5. Dayparting and Amazon Marketing Stream Hourly performance data from Amazon Marketing Stream powers dayparting strategies that adjust bids, budgets, and placements by time of day and day of week. Adbrew Intelligence can generate dayparting strategies automatically based on brand goals, factoring in when shoppers are most likely to convert and which hours run inefficient spend. 6. Agency and Multi-Account Management Adbrew is built for agencies and aggregators managing portfolios of brands. Multi-account management, white-label dashboards, client reporting, and account audits are built in rather than bolted on, with workflows designed to scale without scaling headcount linearly. 7. Reporting and Analytics Reporting covers branded vs. non-branded splits, campaign type and targeting type performance, placement-level insights, keyword trends, product-level reporting, and performance movement tracking. Dashboards are fully customizable and white-labelable with custom logos and brand colors. 8. Marketplaces Supported15+ Amazon marketplaces including US, CA, UK, DE, FR, ES, IT, NL, BR, AE, SG, AU, JP, IN, SA, and TR, plus Walmart Connect. 9. Onboarding and Support Personalized white-glove onboarding for every account, plus 24/7 in-house support from retail media specialists. **Average Rating:** 4.8/5.0 **Total Reviews:** 36 **How Do G2 Users Rate Adbrew?** - **Ease of Use:** 8.7/10 (Category avg: 8.9/10) **Who Is the Company Behind Adbrew?** - **Seller:** [Adbrew Software Private Limited](https://www.g2.com/sellers/adbrew-software-private-limited) - **Year Founded:** 2018 - **HQ Location:** Noblesville, IN - **LinkedIn® Page:** http://www.linkedin.com/company/adbrew **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Retail - **Company Size:** 78% Small-Business, 17% Mid-Market #### What Are Adbrew's Pros and Cons? **Pros:** - Automation (7 reviews) - Ease of Use (6 reviews) - Customer Support (4 reviews) - Easy Setup (4 reviews) - Efficiency (4 reviews) **Cons:** - Advertising Challenges (1 reviews) - Difficult Learning (1 reviews) - Expensive (1 reviews) - Limited Customization (1 reviews) - Not Intuitive (1 reviews) ### What Do G2 Reviewers Say About Adbrew? *AI-generated summary from verified user reviews* **Pros:** - Users value the **automation features** of Adbrew, which significantly improve efficiency and control in campaign management. - Users find Adbrew's **ease of use** exceptional, with intuitive navigation and responsive support making management effortless. - Users appreciate the **fast and helpful customer support** of Adbrew, enhancing their experience and success with the tool. - Users praise the **easy setup** of Adbrew, noting quick onboarding and straightforward navigation for campaign management. - Users highly value the **efficiency of Adbrew** , praising its automation and time-saving features for campaign management. **Cons:** - Users find the lack of **Walmart ads management tools** in Adbrew limits their advertising effectiveness and flexibility. - Users find the **difficult learning curve** daunting, requiring time and effort to grasp the rule settings effectively. - Users find Adbrew to be **expensive** , potentially deterring smaller sellers from making a commitment. - Users note the **limited customization** of features like reporting, wishing for more flexibility to enhance their experience. - Users find Adbrew's interface **not intuitive** , making navigation and feature usage more challenging than expected. #### What Are Recent G2 Reviews of Adbrew? **"[Powerful Automations That Keep Campaigns Optimized and Save Time](https://www.g2.com/survey_responses/adbrew-review-12318094)"** **Rating:** 5.0/5.0 stars *— Shain F.* [Read full review](https://www.g2.com/survey_responses/adbrew-review-12318094) --- **"[Great Combination of Automation, DSP, and AI Insights](https://www.g2.com/survey_responses/adbrew-review-11456226)"** **Rating:** 5.0/5.0 stars *— Meirav S.* [Read full review](https://www.g2.com/survey_responses/adbrew-review-11456226) --- ### 13. [Pacvue](https://www.g2.com/products/pacvue/reviews) Pacvue is the only fully integrated Commerce Operating System that seamlessly unifies retail media, commerce management and advanced measurement to power growth across 100+ global marketplaces, including Amazon, Walmart, Target and Instacart. Fueled by industry-leading AI technology, real-time data and actionable insights, Pacvue’s first-to-market platform enables over 70,000 brands and agencies to maximize advertising performance, increase profitability, drive incrementality, capture market share and expand their reach throughout the commerce universe - all from a single mission control. Key Benefits of Pacvue's Commerce Operating System: • Unmatched Scale: Execution across 100+ global retailers, 30+ Countries, and Media + Operations. • Unified Data: 1000's of signals, Cross-retailer and Omnichannel, Open Ecosystem • Best-in-Class Products: ~50% of team is R&D, Advanced API Partner, “Digital Commerce Platform of the Year in 2025” Proven Pacvue Performance Lift (Averaged Across All Customers): • +10% Increase in ROAS​ (spend adjusted)​ • +25%​ Increase in Ordered Revenue​ • +25%​ Increase Glance Views​ • +24%​ Prevention of Wasted Ad Spend​ (reallocated to higher ROI campaigns)​ PACVUE ADVERTISING Pacvue Advertising is a cross-retailer commerce media management platform that empowers the world’s top brands and agencies to win in commerce. Pacvue integrates media activation, optimization, and intelligence across retailers and countries, providing the scale, control, and insights required to maximize advertising performance and profitability. Key Benefits of Pacvue Advertising: • Cross-retailer Ads Dashboard: Consolidated reporting and insights. • Automated Campaign Optimization: Rules, dayparting, and pacing to maximize returns. • Increase Efficiency: Free teams from manual campaign adjustments. PACVUE COMMERCE Pacvue Commerce unifies retail operations to help brands move from siloed and reactive to proactive and strategic. It provides visibility into sales, inventory, content compliance, and competitor insights across retailers. By automating Buy Box tracking, catalog updates, and supply chain monitoring, brands ensure operational excellence. Key Benefits of Pacvue Commerce: • Digital Shelf Optimization: Automate Buy Box tracking, compliance, and discoverability. • Integrated Intelligence: Link sales, media, supply chain, and finance insights in one view. • AI-powered Efficiency: Eliminate manual work through automation and predictive alerts. PACVUE REVENUE RECOVERY Pacvue Revenue Recovery helps Amazon vendors and sellers maximize profitability by recovering lost revenue, preventing future deductions, and providing root-cause visibility into chargebacks, shortages, and co-op claims - all within one automated, enterprise-ready platform. Key Benefits of Pacvue Revenue Recovery: • AI-Powered Technology: Identify and resolve accounting errors at scale. • Effortless Operations: Hands-off automation with expert oversight. • Proven ROI: Immediate and measurable profitability recovery. PACVUE DATA-AS-A-SERVICE (DaaS) Pacvue DaaS delivers retail commerce data directly to your data warehouse, enabling advanced analytics and deeper insights. With coverage across retailers, DaaS eliminates silos and empowers brands to cross-analyze shopper behavior, campaign performance, and commerce signals. Teams can uncover engagement drivers, link operational performance to media strategy, and make smarter business decisions. Key Benefits of Pacvue DaaS: • Comprehensive Coverage: 100+ retailers, multiple data streams. • Built for Speed & Scale: Fast access to standardized, high-quality data. • Customizable Insights: Unlock shopper keyword intelligence, cross-retailer visibility. **Average Rating:** 4.4/5.0 **Total Reviews:** 17 **How Do G2 Users Rate Pacvue?** - **Display Ads:** 8.8/10 (Category avg: 8.5/10) - **Ease of Use:** 8.5/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 9.3/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 9.1/10 (Category avg: 8.8/10) **Who Is the Company Behind Pacvue?** - **Seller:** [Pacvue](https://www.g2.com/sellers/pacvue) - **Year Founded:** 2018 - **HQ Location:** Bellevue, WA - **Twitter:** @Pacvue (649 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/pacvue (548 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 47% Small-Business, 41% Mid-Market #### What Are Pacvue's Pros and Cons? **Pros:** - Automation (1 reviews) - Data Analysis (1 reviews) - Efficiency (1 reviews) - Optimization (1 reviews) - Reporting Efficiency (1 reviews) **Cons:** - Complexity (1 reviews) - Difficult Learning (1 reviews) - Not Intuitive (1 reviews) - Slow Performance (1 reviews) ### What Do G2 Reviewers Say About Pacvue? *AI-generated summary from verified user reviews* **Pros:** - Users value the **automation and optimisation tools** of Pacvue for enhancing efficiency and maximizing ROI in retail media management. - Users value the **efficient data analysis** in Pacvue, enhancing ROI and providing clear campaign performance insights. - Users commend Pacvue for its **efficiency in retail media management** , enhancing campaign performance and maximizing ROI effortlessly. - Users appreciate the **efficient optimization tools** of Pacvue, enhancing ROI and providing clear campaign performance insights. - Users value the **reporting efficiency** of Pacvue, which provides clearer performance insights for better campaign management. **Cons:** - Users find the **complexity** of Pacvue challenging due to its unintuitive features and slow report generation. - Users find the **difficult learning** curve challenging, noting complexity and slowness in generating reports initially. - Users find the platform's **learning curve and complexity** challenging, impacting usability and efficiency in report generation. - Users report experiencing **slow performance** when generating large reports, impacting their overall efficiency and usability. #### What Are Recent G2 Reviews of Pacvue? **"[Effective All-in-One Retail Media Management with Strategic Support](https://www.g2.com/survey_responses/pacvue-review-12954227)"** **Rating:** 5.0/5.0 stars *— Jenn D.* [Read full review](https://www.g2.com/survey_responses/pacvue-review-12954227) --- **"[Exceptional Pacvue Support and a Strong Commitment to User Experience](https://www.g2.com/survey_responses/pacvue-review-13001723)"** **Rating:** 4.0/5.0 stars *— Verified User in Cosmetics* [Read full review](https://www.g2.com/survey_responses/pacvue-review-13001723) --- #### What Are G2 Users Discussing About Pacvue? - [How do you use Pacvue?](https://www.g2.com/discussions/how-do-you-use-pacvue) - [What is the use of Pacvue?](https://www.g2.com/discussions/what-is-the-use-of-pacvue) - [Who owns Pacvue?](https://www.g2.com/discussions/who-owns-pacvue) - [What does Pacvue do?](https://www.g2.com/discussions/what-does-pacvue-do) ### 14. [CommerceIQ](https://www.g2.com/products/commerceiq/reviews) CommerceIQ’s AI-powered digital commerce platform is revolutionizing the way brands sell online. Our unified ecommerce management solutions empower brands to make smarter, faster decisions through insights that optimize the digital shelf, increase retail media ROI and fuel incremental sales across the world’s largest marketplaces. With a global network of 1450+ retailers, our end-to-end platform helps 2,200+ of the world’s leading brands streamline marketing, supply chain, and sales operations to profitably grow market share in more than 50 countries. **Average Rating:** 4.2/5.0 **Total Reviews:** 28 **How Do G2 Users Rate CommerceIQ?** - **Display Ads:** 7.4/10 (Category avg: 8.5/10) - **Ease of Use:** 7.8/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 8.1/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 8.5/10 (Category avg: 8.8/10) **Who Is the Company Behind CommerceIQ?** - **Seller:** [CommerceIQ](https://www.g2.com/sellers/commerceiq) - **Company Website:** https://www.commerceiq.ai/ - **Year Founded:** 2012 - **HQ Location:** Mountain View, US - **LinkedIn® Page:** https://www.linkedin.com/company/commerceiq/ (635 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Consumer Goods, Manufacturing - **Company Size:** 46% Mid-Market, 32% Enterprise #### What Are CommerceIQ's Pros and Cons? **Pros:** - Data Analysis (14 reviews) - Ease of Use (11 reviews) - Efficiency (11 reviews) - Customer Support (8 reviews) - Helpful (6 reviews) **Cons:** - Data Inaccuracy (7 reviews) - Slow Performance (4 reviews) - Poor Customer Support (3 reviews) - Software Bugs (3 reviews) - Inaccurate Reporting (2 reviews) ### What Do G2 Reviewers Say About CommerceIQ? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **effective data analysis** capabilities of CommerceIQ, enabling streamlined monitoring and optimization of e-commerce operations. - Users admire the **ease of use** of CommerceIQ, benefiting from its intuitive dashboard and seamless setup process. - Users value the **efficient automation** of CommerceIQ, which simplifies deduction recovery and enhances overall operational productivity. - Users value the **comprehensive customer support** from CommerceIQ, ensuring effective assistance and tailored solutions for their needs. - Users appreciate the **comprehensive account support** of CommerceIQ, enabling efficient management of multiple accounts and optimizations. **Cons:** - Users experience **data inaccuracies** in recommendations, making analysis and reporting less effective for their needs. - Users experience **slow performance** with CommerceIQ, particularly with loading times and navigating reports effectively. - Users experience **poor customer support** due to frequent turnover of account managers and inadequate assistance for merchant accounts. - Users report numerous **software bugs** causing delays and frustration, impacting trust and automation effectiveness. - Users criticize the **inaccurate reporting** of CommerceIQ, which hampers effective data analysis and decision-making. #### What Are Recent G2 Reviews of CommerceIQ? **"[Managing Amazon business with CommerceIQ is a dream come true!](https://www.g2.com/survey_responses/commerceiq-review-11910155)"** **Rating:** 5.0/5.0 stars *— Eric J.* [Read full review](https://www.g2.com/survey_responses/commerceiq-review-11910155) --- **"[CommerceIQ Platform Review](https://www.g2.com/survey_responses/commerceiq-review-11904596)"** **Rating:** 4.0/5.0 stars *— James M.* [Read full review](https://www.g2.com/survey_responses/commerceiq-review-11904596) --- ### 15. [Skai](https://www.g2.com/products/skai/reviews) Skai is an omnichannel advertising platform, uniquely enabling brands and agencies to run data-driven programs across walled garden media. It empowers both media leaders and activation teams to drive impactful results from their advertising program with AI-powered decisioning, activation, and optimization solutions. Its partners include Google, Amazon Ads, Microsoft, Walmart Connect, Apple Search Ads, Instacart, Criteo, TikTok, Snap, Pinterest, Meta, and more. For over a decade, Skai has earned the trust from notable brands such as Reckitt, Doordash, Sony, Philips, and L’Oreal. Renowned for innovation and a values-driven culture, Skai is headquartered in San Francisco and Tel Aviv with eight international locations. **Average Rating:** 4.0/5.0 **Total Reviews:** 281 **How Do G2 Users Rate Skai?** - **Display Ads:** 8.9/10 (Category avg: 8.5/10) - **Ease of Use:** 7.6/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 8.6/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 9.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Skai?** - **Seller:** [Skai](https://www.g2.com/sellers/skai) - **HQ Location:** Tel Aviv, Israel - **Twitter:** @skaicommerce (7,446 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/167470/ (734 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Account Manager - **Top Industries:** Marketing and Advertising, Internet - **Company Size:** 44% Mid-Market, 30% Enterprise #### What Are Skai's Pros and Cons? **Pros:** - Ease of Use (3 reviews) - Automation (2 reviews) - Customer Support (2 reviews) - Ad Management (1 reviews) - Analytics (1 reviews) **Cons:** - Poor Reporting (2 reviews) - Ad Issues (1 reviews) - Adjustment Difficulty (1 reviews) - Campaign Management (1 reviews) - Campaign Management Issues (1 reviews) ### What Do G2 Reviewers Say About Skai? *AI-generated summary from verified user reviews* **Pros:** - Users find Skai's platform very **fast and intuitive** , simplifying account management and enhancing overall usability. - Users value the **automation features** of Skai, which streamline account management and enhance productivity significantly. - Users value the **excellent customer support** from Skai, finding it helpful in navigating the platform effectively. - Users value the **speed and reliability** of Skai's Ad Management for efficient bidding and account management. - Users value Skai's **fast and reliable analytics** , making bidding adjustments and account management effortless and effective. **Cons:** - Users seek improvements in **poor reporting** , desiring clearer insights and updates on failed reports and campaign changes. - Users find **ad issues** with Skai, particularly in shopping reporting and campaign adjustments, affecting their experience. - Users find **adjustment difficulty** in Skai, especially with shopping reporting and PMAX settings updates. - Users feel Skai could improve with **shopping reporting and PMAX adjustments** for better campaign management. - Users find **campaign management issues** with Skai, particularly in shopping reporting and PMAX adjustments, affecting their effectiveness. #### What Are Recent G2 Reviews of Skai? **"[Easy To Use and Great Customer Service](https://www.g2.com/survey_responses/skai-review-7024093)"** **Rating:** 5.0/5.0 stars *— Verified User in Automotive* [Read full review](https://www.g2.com/survey_responses/skai-review-7024093) --- **"[Experienced User for 2 Years](https://www.g2.com/survey_responses/skai-review-10336805)"** **Rating:** 4.5/5.0 stars *— Taylor E.* [Read full review](https://www.g2.com/survey_responses/skai-review-10336805) --- #### What Are G2 Users Discussing About Skai? - [What is Skai used for?](https://www.g2.com/discussions/what-is-skai-used-for) ### 16. [AdSalesOS by Placements AI](https://www.g2.com/products/adsalesos-by-placements-ai/reviews) Managing ad sales across disconnected tools costs you time, revenue, and growth. AdSalesOS is the AI-powered ad sales operating system that unifies your entire quote-to-cash workflow, so media companies can pitch, plan, traffic, optimize, and invoice omnichannel campaigns from a single interface. AdSalesOS delivers three outcomes that transform how ad sales teams operate: 𝗦𝘁𝗼𝗽 𝗱𝗿𝗼𝘄𝗻𝗶𝗻𝗴 𝗶𝗻 𝗱𝗶𝘀𝗰𝗼𝗻𝗻𝗲𝗰𝘁𝗲𝗱 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀. Most ad sales teams stitch together a dozen tools just to run a single campaign. AdSalesOS consolidates your entire quote-to-cash process into one intelligent platform, giving your team back the time and focus that manual processes steal, and the operational control to scale without adding complexity. 𝗞𝗲𝗲𝗽 𝘁𝗵𝗲 𝗿𝗲𝘃𝗲𝗻𝘂𝗲 𝘆𝗼𝘂'𝘃𝗲 𝗮𝗹𝗿𝗲𝗮𝗱𝘆 𝗲𝗮𝗿𝗻𝗲𝗱. Every dollar you book should be a dollar you recognize, but disconnected systems let 15–30% of it slip through billing gaps, underdelivery, and unoptimized COGS. AdSalesOS ensures booked campaigns are fully delivered, costs are controlled, and invoices reflect actual performance. 𝗚𝗿𝗼𝘄 𝗿𝗲𝘃𝗲𝗻𝘂𝗲 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝗴𝗿𝗼𝘄𝗶𝗻𝗴 𝗰𝗼𝘀𝘁𝘀. Scaling ad sales revenue shouldn't mean scaling your team at the same rate. AdSalesOS enables profitable growth through agentic automation, unified omnichannel reporting, and streamlined operations, so you can grow faster than your costs. **Average Rating:** 4.5/5.0 **Total Reviews:** 20 **How Do G2 Users Rate AdSalesOS by Placements AI?** - **Display Ads:** 10.0/10 (Category avg: 8.5/10) - **Ease of Use:** 8.6/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 8.3/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind AdSalesOS by Placements AI?** - **Seller:** [Placements.io](https://www.g2.com/sellers/placements-io) - **Year Founded:** 2014 - **HQ Location:** Seattle, Washington - **Twitter:** @placementsio (132 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2849382/ (62 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 80% Mid-Market, 15% Small-Business #### What Are AdSalesOS by Placements AI's Pros and Cons? **Pros:** - Team Helpfulness (6 reviews) - Time-saving (5 reviews) - Customer Support (4 reviews) - Integrations (4 reviews) - Automation (3 reviews) **Cons:** - Integration Issues (3 reviews) - Email Design (2 reviews) - Ad Issues (1 reviews) - Ad Management Issues (1 reviews) - Campaign Management Issues (1 reviews) ### What Do G2 Reviewers Say About AdSalesOS by Placements AI? *AI-generated summary from verified user reviews* **Pros:** - Users value the **exceptional helpfulness** of the Team at Placements.io, enhancing workflow efficiency and customer support. - Users value the **time-saving automations** in AdSalesOS, streamlining workflows and enhancing campaign management efficiency. - Users appreciate the **knowledgeable and helpful customer support** of AdSalesOS, enhancing their experience and facilitating smooth operations. - Users value the **extensive integrations** of AdSalesOS, enhancing efficiency and automation across multiple platforms. - Users praise the **automation features** of AdSalesOS, significantly reducing manual effort and improving operational efficiencies. **Cons:** - Users experience **integration issues** that complicate campaign setups and limit functionality with the ad server. - Users find the **limited integration and UI issues** complicate campaign setup and user experience in AdSalesOS. - Users find the **ad integration limited** , complicating campaign setups and lacking proper support for international teams. - Users face **ad management issues** due to incomplete integration, complicating campaign setups and lacking adequate support. - Users face **campaign management issues** due to incomplete integration and lack of support for global teams. #### What Are Recent G2 Reviews of AdSalesOS by Placements AI? **"[Placements.io transformed our native ads business](https://www.g2.com/survey_responses/adsalesos-by-placements-ai-review-10902101)"** **Rating:** 4.5/5.0 stars *— Claire A.* [Read full review](https://www.g2.com/survey_responses/adsalesos-by-placements-ai-review-10902101) --- **"[Placements.io Is Helping to Streamline our business](https://www.g2.com/survey_responses/adsalesos-by-placements-ai-review-10807165)"** **Rating:** 4.5/5.0 stars *— Reginald H.* [Read full review](https://www.g2.com/survey_responses/adsalesos-by-placements-ai-review-10807165) --- #### What Are G2 Users Discussing About AdSalesOS by Placements AI? - [What is Placements.io used for?](https://www.g2.com/discussions/what-is-placements-io-used-for) ### 17. [Perpetua](https://www.g2.com/products/perpetua/reviews) Perpetua’s all-in-one retail media platform helps brands take ad performance to a new level. We give you the tools, automation and control you need to reach your full advertising potential across Amazon, Walmart, Instacart and more. **Average Rating:** 4.4/5.0 **Total Reviews:** 79 **How Do G2 Users Rate Perpetua?** - **Display Ads:** 8.0/10 (Category avg: 8.5/10) - **Ease of Use:** 8.4/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 7.9/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 8.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Perpetua?** - **Seller:** [Flywheel Digital](https://www.g2.com/sellers/flywheel-digital) - **Year Founded:** 2014 - **HQ Location:** Baltimore, MD - **LinkedIn® Page:** https://www.linkedin.com/company/flywheel-digital/ (2,052 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Health, Wellness and Fitness - **Company Size:** 76% Small-Business, 23% Mid-Market #### What Are Recent G2 Reviews of Perpetua? **"[Great app for PPC optimization](https://www.g2.com/survey_responses/perpetua-review-8296361)"** **Rating:** 4.5/5.0 stars *— Alexandre G.* [Read full review](https://www.g2.com/survey_responses/perpetua-review-8296361) --- **"[Continue to achieve my goals with Perptua](https://www.g2.com/survey_responses/perpetua-review-9308379)"** **Rating:** 5.0/5.0 stars *— Garett T.* [Read full review](https://www.g2.com/survey_responses/perpetua-review-9308379) --- #### What Are G2 Users Discussing About Perpetua? - [What is Perpetua used for?](https://www.g2.com/discussions/what-is-perpetua-used-for) ### 18. [Zitcha](https://www.g2.com/products/zitcha/reviews) Zitcha is an omnichannel Retail Media Platform, creating walled gardens that drive amazing enterprise value onsite, offsite and in-store. **Average Rating:** 4.3/5.0 **Total Reviews:** 17 **How Do G2 Users Rate Zitcha?** - **Display Ads:** 8.3/10 (Category avg: 8.5/10) - **Ease of Use:** 8.4/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 8.5/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 8.7/10 (Category avg: 8.8/10) **Who Is the Company Behind Zitcha?** - **Seller:** [Zitcha](https://www.g2.com/sellers/zitcha) - **Year Founded:** 2022 - **HQ Location:** Melbourne, AU - **LinkedIn® Page:** https://www.linkedin.com/company/zitcha (59 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 56% Small-Business, 33% Mid-Market #### What Are Recent G2 Reviews of Zitcha? **"[Unified Platform Revolutionizes Retail Media](https://www.g2.com/survey_responses/zitcha-review-12086197)"** **Rating:** 5.0/5.0 stars *— Amit V.* [Read full review](https://www.g2.com/survey_responses/zitcha-review-12086197) --- **"[Top rated tool for managing or tracking digital platforms campaigns](https://www.g2.com/survey_responses/zitcha-review-10877375)"** **Rating:** 4.5/5.0 stars *— Roshan M.* [Read full review](https://www.g2.com/survey_responses/zitcha-review-10877375) --- ### 19. [Mabaya](https://www.g2.com/products/mabaya/reviews) Mabaya is a leading self-service, white-label Sponsored Product Ads platform designed for marketplaces and online retailers. Established in 2014 and headquartered in Tel Aviv, Israel, Mabaya empowers e-commerce platforms to monetize their traffic by enabling sellers and brand partners to promote their products through native advertising. The platform is utilized by over 50,000 sellers and brand partners across more than 30 leading e-commerce sites worldwide. Key Features and Functionality: - Self-Service Campaign Management: Advertisers can independently set budgets, choose bidding strategies , select campaign durations, and manage product and keyword selections. - Automatic Bidding and Keyword Selection: The platform offers automated bidding options targeting specific Advertising Cost of Sales and automatic keyword generation to optimize campaign performance. - Diverse Ad Formats: Supports various ad types, including Sponsored Product Ads, Sponsored Brand Ads, Sponsored Brand Videos, and Offsite Ads, with Display Ads coming soon. - Customization and White-Labeling: Retailers can fully customize the ad layout, placement, targeting options, and campaign management console to align with their brand identity and operational preferences. - Comprehensive Reporting and Analytics: Provides detailed performance reports, enabling advertisers to monitor and optimize their campaigns effectively. Primary Value and User Solutions: Mabaya addresses the need for e-commerce platforms to generate additional revenue streams by monetizing their site traffic. By offering a self-service advertising platform, it allows sellers and brand partners to increase product visibility and sales through targeted, native ads. This solution benefits all stakeholders: retailers enhance their revenue and seller engagement, advertisers gain a user-friendly tool to boost sales, and shoppers receive relevant product recommendations, enhancing their overall shopping experience. **Average Rating:** 4.4/5.0 **Total Reviews:** 10 **How Do G2 Users Rate Mabaya?** - **Display Ads:** 9.2/10 (Category avg: 8.5/10) - **Ease of Use:** 9.8/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 9.3/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 9.3/10 (Category avg: 8.8/10) **Who Is the Company Behind Mabaya?** - **Seller:** [Mabaya](https://www.g2.com/sellers/mabaya) - **Year Founded:** 2014 - **HQ Location:** Tel Aviv, IL - **Twitter:** @MabayaBuzz (20 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5013060 (14 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 50% Small-Business, 30% Enterprise #### What Are Recent G2 Reviews of Mabaya? **"[Probably one of the best advertisement tools](https://www.g2.com/survey_responses/mabaya-review-6883344)"** **Rating:** 4.0/5.0 stars *— Verified User in Retail* [Read full review](https://www.g2.com/survey_responses/mabaya-review-6883344) --- **"[Best advertising](https://www.g2.com/survey_responses/mabaya-review-7158096)"** **Rating:** 4.0/5.0 stars *— Yugal G.* [Read full review](https://www.g2.com/survey_responses/mabaya-review-7158096) --- #### What Are G2 Users Discussing About Mabaya? - [What is Mabaya used for?](https://www.g2.com/discussions/what-is-mabaya-used-for) ### 20. [Kevel](https://www.g2.com/products/kevel/reviews) Kevel offers the infrastructure APIs needed to quickly build custom ad platforms for sponsored listings, internal promotions, native ads, and more - allowing brands to drive new revenue in a user-first way. Kevel is committed to the vision that every online retailer and publisher should be able to add privacy-focused ad revenue streams and take back the Internet from Google, Amazon, Facebook, and other digital monopolies. Customers like Ticketmaster, Yelp, Strava, Klarna, and many more have already launched successful ad platforms on Kevel. Learn more at www.kevel.com. **Average Rating:** 4.5/5.0 **Total Reviews:** 43 **How Do G2 Users Rate Kevel?** - **Display Ads:** 10.0/10 (Category avg: 8.5/10) - **Ease of Use:** 8.0/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 10.0/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Kevel?** - **Seller:** [Kevel](https://www.g2.com/sellers/kevel) - **Year Founded:** 2010 - **HQ Location:** Durham, North Carolina - **Twitter:** @kevelapi (1,916 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1717780/ (164 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 49% Small-Business, 42% Mid-Market #### What Are Recent G2 Reviews of Kevel? **"[Its been a great expierience and easy to get started!](https://www.g2.com/survey_responses/kevel-review-5174661)"** **Rating:** 4.5/5.0 stars *— Daniel N.* [Read full review](https://www.g2.com/survey_responses/kevel-review-5174661) --- **"[Nice ad technology](https://www.g2.com/survey_responses/kevel-review-9122290)"** **Rating:** 5.0/5.0 stars *— Jitendra k.* [Read full review](https://www.g2.com/survey_responses/kevel-review-9122290) --- #### What Are G2 Users Discussing About Kevel? - [What is Kevel used for?](https://www.g2.com/discussions/what-is-kevel-used-for) ### 21. [Feedvisor](https://www.g2.com/products/feedvisor/reviews) Feedvisor is an agentic commerce platform for brands and large sellers on Amazon, Walmart, and other e-marketplaces. Its unified engine connects advertising, pricing, inventory, and demand to make continuous, real-time decisions powered by AI that maximize profit and growth. **Average Rating:** 4.5/5.0 **Total Reviews:** 35 **How Do G2 Users Rate Feedvisor?** - **Display Ads:** 5.0/10 (Category avg: 8.5/10) - **Ease of Use:** 8.4/10 (Category avg: 8.9/10) - **Reporting Performance Metrics:** 8.3/10 (Category avg: 8.8/10) **Who Is the Company Behind Feedvisor?** - **Seller:** [Feedvisor](https://www.g2.com/sellers/feedvisor) - **Company Website:** https://feedvisor.com - **Year Founded:** 2011 - **HQ Location:** New York, NY - **Twitter:** @feedvisor (1,662 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1202146/ (63 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Retail - **Company Size:** 83% Small-Business, 14% Mid-Market #### What Are Feedvisor's Pros and Cons? **Pros:** - Ease of Use (6 reviews) - Customer Support (4 reviews) - Pricing Optimization (4 reviews) - Data Accuracy (3 reviews) - Data Analysis (3 reviews) **Cons:** - Expensive (4 reviews) - Data Inaccuracy (3 reviews) - Data Management Issues (3 reviews) - Data Management (2 reviews) - Update Issues (2 reviews) ### What Do G2 Reviewers Say About Feedvisor? *AI-generated summary from verified user reviews* **Pros:** - Users find Feedvisor **user-friendly and adaptable** , making it accessible even for those who aren't tech-savvy. - Users commend the **exceptional customer support** at Feedvisor, highlighting prompt responses and dedicated account management. - Users value the **insights and guidance** Feedvisor provides for optimizing marketplace pricing and maximizing profitability. - Users value the **data accuracy** of Feedvisor, enhancing pricing strategies and improving overall business performance. - Users value the **powerful analytics dashboards** of Feedvisor, which deliver rapid insights and aid in decision-making. **Cons:** - Users feel that Feedvisor can be **expensive for smaller businesses** , potentially limiting accessibility and affordability. - Users report **data inaccuracy** with Feedvisor, leading to confusion about the Buy Box status and pricing updates. - Users encounter **data management issues** with Feedvisor, affecting reporting accuracy and historical data access. - Users face challenges with **data management** , particularly around historical data limits and reporting difficulties. - Users report **update issues** with Feedvisor, leading to discrepancies in Buy Box status and delayed floor price adjustments. #### What Are Recent G2 Reviews of Feedvisor? **"[Great Product](https://www.g2.com/survey_responses/feedvisor-review-8415886)"** **Rating:** 4.5/5.0 stars *— Verified User in Retail* [Read full review](https://www.g2.com/survey_responses/feedvisor-review-8415886) --- **"[FeedVisor - Excellent Amazon Repricer with Powerful Data Visualizations](https://www.g2.com/survey_responses/feedvisor-review-10714156)"** **Rating:** 4.5/5.0 stars *— Verified User in Retail* [Read full review](https://www.g2.com/survey_responses/feedvisor-review-10714156) --- #### What Are G2 Users Discussing About Feedvisor? - [What is Feedvisor used for?](https://www.g2.com/discussions/what-is-feedvisor-used-for) ### 22. [GoWit](https://www.g2.com/products/gowit/reviews) GoWit is a leading AdTech company on a mission to democratize access to Retail Media Advertising (RMA). Offering a free 15 minute self-service integration, GoWit RMA platform empowers retailers and marketplaces of any size to set up and scale their high-margin ad businesses without delays. Powered with omnichannel ad formats, contextual targeting, auto-bidding algorithms, and real-time analytics, GoWit provides the campaign management tools to drive impactful results and maximize revenue. **Average Rating:** 4.8/5.0 **Total Reviews:** 9 **How Do G2 Users Rate GoWit?** - **Display Ads:** 9.3/10 (Category avg: 8.5/10) - **Ease of Use:** 9.4/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 9.7/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 9.4/10 (Category avg: 8.8/10) **Who Is the Company Behind GoWit?** - **Seller:** [GoWit Technology](https://www.g2.com/sellers/gowit-technology) - **Year Founded:** 2019 - **HQ Location:** Newark, US - **LinkedIn® Page:** https://www.linkedin.com/company/gowit-adtech/ (31 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 44% Enterprise, 33% Small-Business #### What Are Recent G2 Reviews of GoWit? **"[GoWit Transformed Our Retail Media Into a Scalable Digital Advertising Channel](https://www.g2.com/survey_responses/gowit-review-11666443)"** **Rating:** 5.0/5.0 stars *— Melis E.* [Read full review](https://www.g2.com/survey_responses/gowit-review-11666443) --- **"[Seamless Omnichannel Retail Media Partnership Driving Growth](https://www.g2.com/survey_responses/gowit-review-12669325)"** **Rating:** 5.0/5.0 stars *— Verified User in Accounting* [Read full review](https://www.g2.com/survey_responses/gowit-review-12669325) --- ### 23. [Trellis](https://www.g2.com/products/gotrellis/reviews) Trellis offers an eCommerce merchandising solution that leverages historical performance data to implement and manage advertising, pricing, content, and promotions. Trellis helps brands boost advertising profitability and growth, continuously optimizes content for organic growth and conversion rates, and grows profit margins with fully automated dynamic pricing functionality. By integrating vital merchandising tactics, they deliver integrated campaign management to profitably grow on Amazon and Walmart. **Average Rating:** 4.1/5.0 **Total Reviews:** 14 **How Do G2 Users Rate Trellis?** - **Display Ads:** 8.8/10 (Category avg: 8.5/10) - **Ease of Use:** 9.2/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 9.6/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Trellis?** - **Seller:** [Trellis](https://www.g2.com/sellers/trellis-c3456d8d-7a19-45ad-bdaf-391f0c14ecd2) - **Year Founded:** 2019 - **HQ Location:** Ottawa, CA - **Twitter:** @go_trellis (101 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/gotrellis/ (59 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 64% Small-Business, 21% Mid-Market #### What Are Recent G2 Reviews of Trellis? **"[Good advertising automation.](https://www.g2.com/survey_responses/trellis-review-8184430)"** **Rating:** 4.0/5.0 stars *— Kumar P.* [Read full review](https://www.g2.com/survey_responses/trellis-review-8184430) --- **"[The website is ver useful](https://www.g2.com/survey_responses/trellis-review-8204801)"** **Rating:** 5.0/5.0 stars *— Prad T.* [Read full review](https://www.g2.com/survey_responses/trellis-review-8204801) --- ### 24. [Vistar Media](https://www.g2.com/products/vistar-media/reviews) Vistar Media is the home of out-of-home – providing brands, marketers and media owners with the world’s first truly intelligent platform for buying and selling OOH. Vistar hosts the world’s most extensive digital out-of-home inventory globally, offering the scale, data and expertise that allow brands to capture a better kind of attention. With a full suite of platforms to choose from – demand-side platform, supply-side platform, ad server and Cortex CMS system – Vistar has built the world’s largest marketplace for OOH transactions. Headquartered in New York, Vistar has a presence in more than 20 countries, working with hundreds of brand marketers and media owner networks to power an OOH that’s both timeless and future-proof. DSP: Vistar’s DSP connects marketers to the largest network of ad space in DOOH. Built to power a programmatic DOOH ecosystem when Vistar first launched, today it’s used by marketers to plan campaigns that leverage hyper-contextual storytelling to capture a better kind of attention. SSP: Vistar’s SSP brings automation to physical ad space in order to make DOOH bidding and buying more efficient to marketers at scale. DOOH thrives on breadth and the ability to make a campaign part of the physical world; with Vistar, brands and organizations can focus on generating moments of serendipity and discovery that don’t just create a positive impression, but genuinely lead to action. Ad Server: The Vistar ad server integrates loop-based and programmatic campaigns so media owners choreography inventory with one smart management platform for OOH. The ad server is engineered for media owners who are looking for a single solution to automate manual tasks and increase inventory value, so more marketers can take advantage of the most human channel in advertising. Cortex: Cortex is designed as an intuitive CMS for the world of digital out-of-home. It’s a highly flexible tool for remote deployment, troubleshooting, performance alerts and app development. In an industry that is constantly innovating and improving, media owners need solutions engineered to help them provide new and seamless opportunities for marketers. **Average Rating:** 4.5/5.0 **Total Reviews:** 17 **How Do G2 Users Rate Vistar Media?** - **Display Ads:** 7.8/10 (Category avg: 8.5/10) - **Ease of Use:** 8.7/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 9.2/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 7.9/10 (Category avg: 8.8/10) **Who Is the Company Behind Vistar Media?** - **Seller:** [Vistar Media](https://www.g2.com/sellers/vistar-media) - **Year Founded:** 2011 - **HQ Location:** New York, NY - **LinkedIn® Page:** https://www.linkedin.com/company/vistar-media (349 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 59% Small-Business, 24% Enterprise #### What Are Vistar Media's Pros and Cons? **Pros:** - Customer Support (8 reviews) - Ease of Use (7 reviews) - Audience Targeting (3 reviews) - Easy Implementation (3 reviews) - Advertising Customization (2 reviews) **Cons:** - Complexity (2 reviews) - Lagging Performance (2 reviews) - Layout Issues (2 reviews) - Limited Creativity (2 reviews) - Rebooting Issues (2 reviews) ### What Do G2 Reviewers Say About Vistar Media? *AI-generated summary from verified user reviews* **Pros:** - Users commend Vistar Media's **excellent customer support** , noting quick responses and attentive service for all inquiries. - Users find Vistar Media to be extremely **easy to use** , making programmatic DOOH buying seamless and efficient. - Users value the **effective audience targeting** by Vistar Media, enabling precise reach across various locations and contexts. - Users appreciate the **easy implementation** of Vistar Media, finding it user-friendly and supportive throughout the process. - Users value the **wide-ranging advertising customization** of Vistar Media, enhancing targeting capabilities across diverse environments. **Cons:** - Users find **complexity in planning tools** , with issues like view resets and unclear reporting metrics hampering efficiency. - Users report **lagging performance** in Vistar Media, with issues like delayed data updates and an unclear interface. - Users find **layout issues** in Vistar Media, noting the dashboard could be more intuitive and user-friendly. - Users find Vistar Media lacks **limited creativity options** , expressing a need for more flexibility in ad scheduling and dynamic content. - Users face frequent **rebooting issues** when changing views, disrupting their workflow and experience with Vistar Media. #### What Are Recent G2 Reviews of Vistar Media? **"[Great tool for any company beginning with OOH for their clients and want top class assistance](https://www.g2.com/survey_responses/vistar-media-review-11796390)"** **Rating:** 4.0/5.0 stars *— Verified User in Retail* [Read full review](https://www.g2.com/survey_responses/vistar-media-review-11796390) --- **"[Smart and Data-Driven Ad Solutions from Vistar Media](https://www.g2.com/survey_responses/vistar-media-review-11791280)"** **Rating:** 4.0/5.0 stars *— Balaji H.* [Read full review](https://www.g2.com/survey_responses/vistar-media-review-11791280) --- #### What Are G2 Users Discussing About Vistar Media? - [What is Vistar Media used for?](https://www.g2.com/discussions/what-is-vistar-media-used-for) ### 25. [Streaem](https://www.g2.com/products/streaem/reviews) Streaem is a self-service retail media platform that lets brands and agencies run full funnel omni-channel campaigns on retailer’s channels. It gives retailers full control over their data and customer experience, and the possibility to run in-house campaigns and optimize yield. Streaem differentiates in the control it gives to retailers. Streaem is an easy to implement software as a service platform and operates completely server side. The platform offers unique display and content functionalities to guarantee a native customer experience on retailer’s channels. Data used in the platform stays in control of the retailer and is not used for other purposes. **Average Rating:** 4.5/5.0 **Total Reviews:** 11 **How Do G2 Users Rate Streaem?** - **Display Ads:** 8.1/10 (Category avg: 8.5/10) - **Ease of Use:** 8.2/10 (Category avg: 8.9/10) - **Reporting Dashboards:** 8.1/10 (Category avg: 8.6/10) - **Reporting Performance Metrics:** 8.6/10 (Category avg: 8.8/10) **Who Is the Company Behind Streaem?** - **Seller:** [Streaem](https://www.g2.com/sellers/streaem) - **HQ Location:** Amsterdam, NL - **LinkedIn® Page:** https://www.linkedin.com/company/streaem/ (6 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 67% Small-Business, 33% Mid-Market #### What Are Streaem's Pros and Cons? **Pros:** - Customer Support (4 reviews) - Ease of Use (4 reviews) - Reporting Capabilities (3 reviews) - Collaboration (1 reviews) - Communication (1 reviews) ### What Do G2 Reviewers Say About Streaem? *AI-generated summary from verified user reviews* **Pros:** - Users commend Streaem's **responsive customer support** , highlighting its effectiveness in addressing queries and issues promptly. - Users appreciate the **ease of use** of Streaem, highlighting its user-friendly interface and simple navigation for all. - Users value the **robust reporting capabilities** of Streaem, streamlining campaign management and audience targeting effectively. - Users value the **seamless collaboration** on Streaem, enhancing brand and retailer partnerships effectively. - Users value the **responsive customer support** of Streaem, finding assistance quick and helpful when needed. #### What Are Recent G2 Reviews of Streaem? **"[Great Platform for Managing Campaigns](https://www.g2.com/survey_responses/streaem-review-10644553)"** **Rating:** 5.0/5.0 stars *— Mahipal S.* [Read full review](https://www.g2.com/survey_responses/streaem-review-10644553) --- **"[Great product, easy to use, and does as promised](https://www.g2.com/survey_responses/streaem-review-11615995)"** **Rating:** 5.0/5.0 stars *— Verified User in Graphic Design* [Read full review](https://www.g2.com/survey_responses/streaem-review-11615995) --- ## 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) - [Mobile Advertising Software](https://www.g2.com/categories/mobile-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.