# Best Retail Intelligence Software ## How Many Retail Intelligence Software Products Does G2 Track? **Total Products under this Category:** 153 ### Category Stats (Aug 2026) - **Average Rating:** 4.52/5 (↑0.02 vs Jul 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** TruRating (+0.84%) - Among all products in this category, TruRating recorded the largest rating increase compared to last month _Last updated: August 21, 2026_ ## How Does G2 Rank Retail Intelligence Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 3,900+ Authentic Reviews - 153+ 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. ## G2 Grid® for Retail Intelligence Software ![G2 Grid® for Retail Intelligence Software plotting products by satisfaction and market presence](https://www.g2.com/categories/retail-intelligence/grids.png?focus%5B%5D=166253&focus%5B%5D=115969&focus%5B%5D=21115&focus%5B%5D=165039&focus%5B%5D=991&focus%5B%5D=1360525&focus%5B%5D=76394&focus%5B%5D=79937) Highlighted products: Crisp Data Platform, Stackline, ContactPigeon, Market360, Board, Replenit, SPS Commerce Revenue Recovery, and Dataweave. Underlying data: [Grid® JSON](https://www.g2.com/categories/retail-intelligence/grids.json?focus%5B%5D=crisp-data-platform&focus%5B%5D=stackline&focus%5B%5D=contactpigeon&focus%5B%5D=market360&focus%5B%5D=board&focus%5B%5D=replenit&focus%5B%5D=sps-commerce-revenue-recovery&focus%5B%5D=dataweave) **Sponsored** ### SAP Commerce Cloud SAP Commerce Cloud is a proven enterprise commerce solution that helps organizations create personalized buying experiences and simplify commerce operations to drive profitable growth. Whether supporting B2B, B2C, or B2B2C business models, SAP Commerce Cloud provides the flexibility and scale to support organizations of all sizes while adapting to evolving customer expectations and commerce requirements. AI-powered capabilities such as intelligent product discovery, recommendations, shopping assistants, and guided selling help customers make confident purchasing decisions, while self-service experiences and commerce automation improve efficiency and reduce costs. Native SAP ERP integration and a broad partner ecosystem help connect customer demand with operational execution to deliver trusted commerce experiences at scale. SAP Commerce Cloud is trusted by more than 3,500 customers across 20 industries and 100 countries. Customers rely on the solution for enterprise-scale performance and reliability, supporting more than $570 billion in gross merchandise value and over 120 million orders. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2501&secure%5Bchosen_at%5D=2026-08-24T22%3A14%3A48Z&secure%5Bdisplayable_resource_id%5D=2501&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2501&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=785&secure%5Bresource_id%5D=2501&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fretail-intelligence&secure%5Btoken%5D=549746cfad8e76a6f81517bcc9dce39bc46d4ce75f97de5cb7c6135954477191&secure%5Burl%5D=https%3A%2F%2Fwww.sap.com%2Fdocuments%2F2023%2F06%2Fe4554804-787e-0010-bca6-c68f7e60039b.rc.html%3Fcampaigncode%3DCRM-YD25-CEX-407333%26source%3DCOMMERCE-click-campaign-G2&secure%5Burl_type%5D=custom_url) ### [Crisp Data Platform](https://www.g2.com/products/crisp-data-platform/reviews) Crisp is a vertical AI platform for retail that connects CPG brands, retailers, and distributors through a unified data foundation. The platform ingests, normalizes, and enriches data from over 200 retailer and distributor sources – including point-of-sale, inventory, shipments, and promotions – and delivers it as clean, analysis-ready intelligence at the DC, SKU, and store level. More than 7,000 customers, including 90 of the top 100 CPG companies, use Crisp to turn daily retail data into decisions across sales, supply chain, and category management. Crisp is purpose-built for retail. Its semantic layer applies retail-specific data modeling so that product hierarchies, promotional calendars, and distributor networks are understood natively, so teams teams can work with data that already speaks their operational language and the retail and ecommerce sector. Core capabilities include: Retail Analytics – Interactive dashboards with DC-, SKU-, and store-level views for sales, supply chain, and category management teams. Pre-built reporting covers voids, velocity, distribution, inventory risk, and promotional performance. AI Agents for Retail – Specialized AI agents that answer business questions using real-time retail data. Every recommendation is 100% traceable to its source, with logic chains that show the data, methodology, and reasoning behind each answer. Reports are presentation-ready in minutes. AI Master Data – Automated product classification and attribution that aligns retail and syndicated datasets to internal reporting standards. AI-suggested enrichments are human-approved before application. Forecasting and Order Automation – Demand-sensing models that predict demand and generate optimized orders for every SKU and store, reducing waste and keeping shelves stocked. Space Planning – End-to-end category management support, from automated planogram generation to optimized floor plans, powered by clean POS and inventory data. Data Integrations and Destinations – Secure daily connections to 200+ retailers and distributors, with outbound delivery to Snowflake, Databricks, Google Cloud, Power BI, Excel, and other platforms teams already use. Crisp serves CPG brands of all sizes – from emerging natural brands selling through KeHE and UNFI to enterprise organizations managing thousands of SKUs across global retail networks. Sales teams, supply chain managers, category managers, and brokers use the platform daily to track performance, identify distribution gaps, reduce out-of-stocks, and plan promotions. Crisp is SOC 2 compliant and ISO 27001 and ISO 27017 certified. **Average Rating:** 4.4/5.0 **Total Reviews:** 151 #### How Do G2 Users Rate Crisp Data Platform? - **Data Types:** 8.0/10 (Category avg: 8.4/10) - **Validation:** 7.5/10 (Category avg: 8.3/10) - **Ease of Setup:** 8.5/10 (Category avg: 8.9/10) - **Correction:** 7.3/10 (Category avg: 8.4/10) #### Who Is the Company Behind Crisp Data Platform? - **Seller:** [Crisp](https://www.g2.com/sellers/crisp) - **Company Website:** www.gocrisp.com - **Year Founded:** 2016 - **HQ Location:** New York, NY - **Twitter:** @Go\_Crisp 93 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1192574679b34e4060497dad699f0f52351711419c16f9f4f47a50d37dac604c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgocrisp&secure%5Burl_type%5D=linkedin_company_website) 318 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Food & Beverages, Consumer Goods - **Company Size:** 67% Small, 27% Medium #### What Do G2 Reviewers Say About Crisp Data Platform? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of Crisp Data Platform, simplifying data analysis for all team members. - Users commend the **responsive customer support** from Crisp, enhancing their understanding and seamless integration of data. - Users value the **data accuracy** of Crisp Data Platform, as it eliminates manual errors and improves efficiency. - Users value the **data comprehensiveness** of Crisp Data Platform, enabling efficient analysis and insights through varied reporting options. - Users value the **robust data management capabilities** of Crisp, enhancing analysis and accessibility for better decision-making. ##### Cons - Users find the **process time-consuming** , especially when dealing with report generation and navigating the platform. - Users find **improvement needed** in client management, password alerts, and error notifications on the Crisp Data Platform. - Users face significant **time delays** with data uploads, shipment processing, and system freezes impacting efficiency. - Users find the **limited customization** in Crisp Data Platform restricts their ability to manipulate and view data effectively. - Users experience **slow performance** with Crisp Data Platform, facing delays in data processing and frequent site crashes. #### What Are Recent G2 Reviews of Crisp Data Platform? **["Still the best and absolute must have tool for managing item distribution"](https://www.g2.com/survey_responses/crisp-data-platform-review-8443579)** **Rating:** 5.0/5.0 stars _— Joe S._ [Read full review](https://www.g2.com/survey_responses/crisp-data-platform-review-8443579) **["Effortless Data Analysis with Crisp"](https://www.g2.com/survey_responses/crisp-data-platform-review-12699938)** **Rating:** 4.5/5.0 stars _— Ben M._ [Read full review](https://www.g2.com/survey_responses/crisp-data-platform-review-12699938) ### [ContactPigeon](https://www.g2.com/products/contactpigeon/reviews) ContactPigeon empowers retailers to build interactions that resonate deeply with their customers. By unifying real-time customer data with advanced AI and automation engines, we enable businesses to scale their engagements across channels effectively while cultivating enduring customer loyalty through every step of the customer journey. The platform is built around two core components. The Omnichannel Customer Engagement solution enables retailers to manage and execute marketing campaigns across multiple built-in messaging channels, ensuring consistency and relevance in every customer interaction. Our powerful Customer Data Platform (CDP) collects, analyzes, and uses customer data to create automated, personalized experiences at scale. Together, these components provide a comprehensive solution for retailers looking to build meaningful, lasting relationships with their audience. The ContactPigeon suite offers a robust set of features, including: • Automated customer journey orchestration that ensures a cohesive and seamless experience across all touchpoints and channels • Built-in messaging channels and campaign manager that covers email, mobile (sms / WhatsApp / Viber), push notifications, pop-ups, forms, chatbot, and direct mails • BI tools for real-time analytics and customizable dashboards for deep insights into customer behavior and campaign performance • AI-driven product recommendations and RFM analysis to enhance the shopping experience and predict the at-risk customers • Advanced customer segmentation and clustering capabilities to segment your audience effectively, enabling targeted marketing that resonates with specific groups **Average Rating:** 4.9/5.0 **Total Reviews:** 289 #### How Do G2 Users Rate ContactPigeon? - **Data Types:** 8.9/10 (Category avg: 8.4/10) - **Validation:** 9.4/10 (Category avg: 8.3/10) - **Ease of Setup:** 9.7/10 (Category avg: 8.9/10) - **Correction:** 9.4/10 (Category avg: 8.4/10) #### Who Is the Company Behind ContactPigeon? - **Seller:** [ContactPigeon](https://www.g2.com/sellers/contactpigeon) - **Company Website:** www.contactpigeon.com - **Year Founded:** 2014 - **HQ Location:** Athens, Greece - **Twitter:** @ContactPigeon 456 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7eb5dfe9f23281a5d694be00205c4ddfc498b315e368a971a70653f480efa3e0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10507750%2F&secure%5Burl_type%5D=linkedin_company_website) 32 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Marketing Manager, Marketing Director - **Top Industries:** Apparel & Fashion, Retail - **Company Size:** 62% Small, 33% Medium #### What Do G2 Reviewers Say About ContactPigeon? _AI-generated summary from verified user reviews_ ##### Pros - Users value **automation efficiency** with ContactPigeon, enabling organized communication and seamless management of recurring tasks. - Users appreciate the **automation features** of ContactPigeon, streamlining operations and driving revenue growth effectively. - Users praise the **effective customer engagement tools** of ContactPigeon, enhancing relationships and driving sales through automation. - Users appreciate the **efficiency and effectiveness** of ContactPigeon email marketing, enhancing campaign management through a unified platform. - Users appreciate the **wide variety of features** in ContactPigeon, enabling seamless management and effective marketing strategies. ##### Cons - Users note a **learning curve** in navigating advanced features, making initial use somewhat challenging and time-consuming. - Users experience **slow performance** when loading large campaign lists or updating segments, impacting usability occasionally. - Users notice some **slow loading times** when accessing larger campaign lists, affecting their overall experience with ContactPigeon. - Users find the **high complexity** of automations and tools requires significant support and preparation for effective use. - Users find the **automation builder somewhat complex** , suggesting a need for a more straightforward setup process. #### What Are Recent G2 Reviews of ContactPigeon? **["Powerful Automation with Outstanding Account Manager Support"](https://www.g2.com/survey_responses/contactpigeon-review-13224809)** **Rating:** 5.0/5.0 stars _— Chris B._ [Read full review](https://www.g2.com/survey_responses/contactpigeon-review-13224809) **["A strong platform and a team with a human, customer-centric approach"](https://www.g2.com/survey_responses/contactpigeon-review-10632265)** **Rating:** 5.0/5.0 stars _— Emmanouela P._ [Read full review](https://www.g2.com/survey_responses/contactpigeon-review-10632265) #### What Are G2 Users Discussing About ContactPigeon? - [What is ContactPigeon used for?](https://www.g2.com/discussions/what-is-contactpigeon-used-for) ### [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? - **Data Types:** 8.1/10 (Category avg: 8.4/10) - **Validation:** 7.4/10 (Category avg: 8.3/10) - **Ease of Setup:** 8.3/10 (Category avg: 8.9/10) - **Correction:** 6.9/10 (Category avg: 8.4/10) #### 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:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e0375f748083946d9b6314fd14c26b49b2db63adcd27dfefaa303ab7f11773a7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstackline%2F&secure%5Burl_type%5D=linkedin_company_website) 264 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Consumer Goods, Consumer Electronics - **Company Size:** 47% Medium, 36% Large #### What Do G2 Reviewers Say About Stackline? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **powerful data analysis** from Stackline, enhancing strategy development and market success evaluation. - Users value the **invaluable category insights** from Stackline, aiding in competitive analysis and performance understanding. - Users appreciate the **ease of use** of Stackline, finding it user-friendly and efficient for data analysis. - Users value the **granular insights** and fast data visualization of Stackline, improving their retail analytics workflow. - Users value the **granular insights** provided by Stackline, enhancing their retail analytics workflow and decision-making. ##### Cons - Users face significant **data inaccuracy** in Stackline, leading to skewed results and challenges in navigating competitive insights. - Users are frustrated by **data delays** affecting sales tracking, with low refresh rates and inconsistent reporting hindered performance. - Users experience **slow performance** with Stackline, making navigation and data comparison cumbersome and time-consuming. - Users face challenges with **poor categorization** in Stackline, impacting filtering and segmentation effectively. - Users express frustration with the **slow loading** of sales data, impacting their efficiency and real-time decision-making. #### What Are Recent G2 Reviews of Stackline? **["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) **["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) #### What Are G2 Users Discussing About Stackline? - [What is Stackline used for?](https://www.g2.com/discussions/what-is-stackline-used-for) ### [Board](https://www.g2.com/products/board/reviews) Board is the Enterprise Planning Platform built to accelerate business performance and enable continuous planning with greater forecast accuracy to drive confident, aligned decisions. Its fully integrated planning solution spans the entire enterprise, delivering value for financial and operational planning in one unified platform. Using internal data and expert-curated external indicators, Board provides real-time visibility into your business. Board offers the most flexible, collaborative and adaptive user experience, powering executive dashboards and analytic capabilities that allows clear explanation and interpretation delivered through generative AI. This allows organizations to respond in an agile manner: capitalize on opportunities, optimize resources and mitigate risks. **Average Rating:** 4.4/5.0 **Total Reviews:** 304 #### How Do G2 Users Rate Board? - **Data Types:** 10.0/10 (Category avg: 8.4/10) - **Validation:** 10.0/10 (Category avg: 8.3/10) - **Ease of Setup:** 7.9/10 (Category avg: 8.9/10) - **Correction:** 10.0/10 (Category avg: 8.4/10) #### Who Is the Company Behind Board? - **Seller:** [Board International](https://www.g2.com/sellers/board-international) - **Company Website:** www.board.com - **Year Founded:** 1994 - **HQ Location:** Chiasso, Ticino - **Twitter:** @BoardSoftware 27,073 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f8ce543b4ab52ef9ff3a193f5b9907487af6980029b68461a54f1dd2dbee6a92&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F98246%2F&secure%5Burl_type%5D=linkedin_company_website) 932 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, Group Controller - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 57% Medium, 40% Large #### What Do G2 Reviewers Say About Board? _AI-generated summary from verified user reviews_ ##### Pros - Users praise the **ease of use** of Board, facilitating quick deployment and intuitive self-service interactions. - Users value the **flexibility** of Board, allowing customization to fit diverse business needs seamlessly. - Users value the **centralized access to information** , making board meetings efficient and focused on strategic discussions. - Users value the **efficiency** of Board, benefiting from faster deployment and streamlined meeting management. - Users appreciate the **highly flexible customization** of Board, allowing tailored solutions for diverse business needs. ##### Cons - Users experience **slow performance** with large datasets on Board, impacting efficiency and complicating the use of advanced features. - Users find that the **learning curve** for Board can be steep, particularly in configuration and advanced features. - Users find the **missing features** like layout exclusions limiting, impacting their overall experience with Board. - Users express frustration with **poor visualization** in Board, highlighting inefficiencies in dashboard design and data handling. - Users find the **complexity of configuration** in Board challenging, especially for new users and smaller teams. #### What Are Recent G2 Reviews of Board? **["Ideal solution for improving business performance"](https://www.g2.com/survey_responses/board-review-10785693)** **Rating:** 4.5/5.0 stars _— Lorenzo L._ [Read full review](https://www.g2.com/survey_responses/board-review-10785693) **["Very Good UI and No-Code Flexibility for Easy Internal Development"](https://www.g2.com/survey_responses/board-review-13341945)** **Rating:** 5.0/5.0 stars _— Verified User in Glass, Ceramics & Concrete_ [Read full review](https://www.g2.com/survey_responses/board-review-13341945) #### What Are G2 Users Discussing About Board? - [What is Board used for?](https://www.g2.com/discussions/what-is-board-used-for) - 1 upvote ## FAQs About Retail Intelligence Software Generated using AI Last updated: June 3, 2026 ### Bi implementation and analyst training for retail operations and compliance resources and best practices software According to verified users, retail intelligence tools are most useful when implementation reduces manual data wrangling and gives teams one place to access reporting, dashboards, and retailer performance insights. Reviews repeatedly mention easier setup, onboarding support, training sessions, and scheduled reporting as factors that shorten the learning curve. Buyers also highlight the need for clear navigation, easy report building, and enough guidance for analysts to work with large data sets, pricing signals, shelf data, and market trends. In recent feedback, successful rollouts are tied to responsive support, practical onboarding, and workflows that help teams move from scattered spreadsheets and retailer portals to faster analysis and action. ### Retail data analytics that enable better business decisions and solutions for industry According to verified users, retail data analytics support better decisions when they centralize fragmented data and turn it into practical reporting. Across recent reviews, buyers value platforms that bring together pricing, promotions, inventory, digital shelf performance, competitor activity, reviews, and sales signals in one place. That visibility helps teams identify underperformers, track assortment and stock issues, compare pricing movement, and react faster to market changes. Users also describe benefits from automated alerts, customizable dashboards, and report scheduling that cut manual work. In buyer terms, the strongest solutions help teams spend less time gathering data and more time prioritizing actions across merchandising, ecommerce, operations, and category management. ### Bi tools for retailers with competitive insights and trends for industry with better outcomes According to verified users, BI tools for retailers deliver the most value when they combine competitive insights with fast reporting and clear workflows for action. Recent reviews point to common use cases such as monitoring competitor pricing, promotions, stock availability, digital shelf changes, search visibility, category movement, and shopper feedback. Buyers also value tools that surface trends early through alerts, real-time or frequently refreshed dashboards, and side-by-side comparisons across retailers or marketplaces. Better outcomes come from shortening the time between signal and response. In practice, teams use these tools to refine pricing, improve product content, adjust assortment decisions, strengthen retailer conversations, and focus attention on the biggest opportunities or risks first. ### What features matter most in retail intelligence software According to verified users, the most important features in retail intelligence software are centralized data access, customizable dashboards, report scheduling, competitor tracking, pricing and promotion visibility, inventory and availability monitoring, and easy-to-use analytics. Recent reviews also emphasize digital shelf insights, search performance tracking, review analysis, and alerts that help teams act before issues grow. Buyers repeatedly mention the value of integrations that reduce manual updates and bring data from multiple retailer or marketplace sources into one workflow. Just as important, teams want onboarding help, responsive support, and interfaces that make reporting easier for occasional users as well as daily analysts. The best feature sets help teams move quickly from observation to action. ### How do teams use retail intelligence software for competitor tracking G2 reviewers mention that teams use retail intelligence software for competitor tracking by monitoring pricing, promotions, assortment shifts, stock availability, search visibility, digital shelf content, and share of category signals across retailers and marketplaces. Recent reviews describe using dashboards and alerts to catch changes faster than manual checks, especially when managing many SKUs or multiple channels. Teams also use competitor views to prepare retailer conversations, refine pricing strategy, evaluate underperforming products, and identify where brand content or availability is weaker than rivals. In practical terms, competitor tracking is most valuable when it is centralized, easy to filter, and paired with reporting that helps commercial, ecommerce, and category teams coordinate around the same market picture. ### [Market360](https://www.g2.com/products/market360/reviews) Market360 helps brands, retailers, and manufacturers grow online revenue with variant-level data and insights. Supported by eCommerce experts, we empower your teams to make decisions at speed and scale. **Average Rating:** 4.3/5.0 **Total Reviews:** 41 #### How Do G2 Users Rate Market360? - **Data Types:** 8.2/10 (Category avg: 8.4/10) - **Validation:** 8.2/10 (Category avg: 8.3/10) - **Ease of Setup:** 8.6/10 (Category avg: 8.9/10) - **Correction:** 7.9/10 (Category avg: 8.4/10) #### Who Is the Company Behind Market360? - **Seller:** [eClerx](https://www.g2.com/sellers/eclerx) - **Year Founded:** 2000 - **HQ Location:** Mumbai, Maharashtra - **Twitter:** @eClerx 1,324 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=86051c83792924c41e13c1ddde4b37e998e5a5309c4470a48ac97407c431f83a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F17312&secure%5Burl_type%5D=linkedin_company_website) 20,441 employees on LinkedIn® - **Ownership:** NSE: ECLERX #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Marketing and Advertising - **Company Size:** 49% Small, 39% Medium #### What Do G2 Reviewers Say About Market360? _AI-generated summary from verified user reviews_ ##### Pros - Users love the **data accuracy** of Market360, as it provides reliable insights for informed decision-making. - Users value the **ease of use** of Market360, enhancing their decision-making with accurate and intuitive insights. - Users appreciate the **data centralization** of Market360, making decision-making efficient and insights easily accessible. - Users value the **real-time data** of Market360 for its accuracy and ease of observing user behavior. - Users value the **speed and intuitiveness** of Market360, enhancing decision-making with accurate, consolidated insights. #### What Are Recent G2 Reviews of Market360? **["Effortless Insights and Outstanding User Experience with Market360"](https://www.g2.com/survey_responses/market360-review-11973961)** **Rating:** 5.0/5.0 stars _— Rahul M._ [Read full review](https://www.g2.com/survey_responses/market360-review-11973961) **["Accurate Real-Time Insights with Effortless Usability"](https://www.g2.com/survey_responses/market360-review-11911250)** **Rating:** 4.5/5.0 stars _— Kanika S._ [Read full review](https://www.g2.com/survey_responses/market360-review-11911250) ### [SPS Commerce Revenue Recovery](https://www.g2.com/products/sps-commerce-revenue-recovery/reviews) SPS Revenue Recovery is a powerful deduction management solution that helps suppliers identify revenue losses, recover invalid deductions, and prevent future fines — all in one place. SPS Revenue Recovery is trusted by leading retail suppliers like McCormick, Bayer, Crayola, Peet's Coffee, Hanes Brands, and more. **Average Rating:** 4.6/5.0 **Total Reviews:** 154 #### How Do G2 Users Rate SPS Commerce Revenue Recovery? - **Data Types:** 8.6/10 (Category avg: 8.4/10) - **Validation:** 9.0/10 (Category avg: 8.3/10) - **Ease of Setup:** 9.0/10 (Category avg: 8.9/10) - **Correction:** 8.6/10 (Category avg: 8.4/10) #### Who Is the Company Behind SPS Commerce Revenue Recovery? - **Seller:** [SPS Commerce](https://www.g2.com/sellers/sps-commerce) - **Company Website:** www.spscommerce.com - **Year Founded:** 1987 - **HQ Location:** Minneapolis, MN - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8db45f0fc0f0cd9b4e5687786906de81deaec4cb91f97631ca0089cd5a9ef5a6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F15345%2F&secure%5Burl_type%5D=linkedin_company_website) 3,271 employees on LinkedIn® - **Ownership:** NASDAQ:SPSC #### Who Uses This Product? - **Top Industries:** Consumer Goods, Manufacturing - **Company Size:** 49% Small, 42% Medium #### What Do G2 Reviewers Say About SPS Commerce Revenue Recovery? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of SPS Commerce Revenue Recovery, finding it simplifies their daily workflows effectively. - Users appreciate the **exceptional customer support** from SPS Commerce Revenue Recovery, receiving prompt and professional assistance for their inquiries. - Users value the **efficiency** of SPS Commerce Revenue Recovery, simplifying workflows and saving time on revenue management. - Users appreciate the **time-saving automation** of SPS Commerce Revenue Recovery, enabling streamlined processes and increased efficiency. - Users benefit from the **easy management automation** of SPS Commerce Revenue Recovery, leading to strong dispute results. ##### Cons - Users feel that improvements are needed for **user-friendliness and efficiency** , especially regarding feature accessibility and loading times. - Users find the **missing features** in SPS Commerce Revenue Recovery limiting, particularly for niche product category needs. - Users find the **difficult learning curve** initially challenging, despite becoming manageable over time with use. - Users find the **pricing to be high** , although they acknowledge the service provides a good return on investment. - Users find the **learning curve steep** initially, with some features feeling overwhelming and needing user-friendly improvements. #### What Are Recent G2 Reviews of SPS Commerce Revenue Recovery? **["End-to-End Dispute Support That Saves Hours on Shipping Docs"](https://www.g2.com/survey_responses/sps-commerce-revenue-recovery-review-13343001)** **Rating:** 5.0/5.0 stars _— Verified User in Manufacturing_ [Read full review](https://www.g2.com/survey_responses/sps-commerce-revenue-recovery-review-13343001) **["Streamlined Revenue Recovery with Clear Visibility and Centralized Deductions"](https://www.g2.com/survey_responses/sps-commerce-revenue-recovery-review-12885811)** **Rating:** 5.0/5.0 stars _— Jennifer V._ [Read full review](https://www.g2.com/survey_responses/sps-commerce-revenue-recovery-review-12885811) ### [Replenit](https://www.g2.com/products/replenit/reviews) Start with the problem. Every retailer runs the same model. They segment customers into groups, build campaigns on a calendar, and send to lists. It was always a workaround. No team and no tool could reason about each customer individually, so retailers averaged. The cost is everywhere: generic timing, missed reorders, blunt promotions, churn caught too late. Their stack does not fix it. The CDP stores data and stops. The CEP sends what it is told. BI reports the past. None of them decide what to do for each customer, so the decision falls back on a human team already at capacity. Replenit's Maestro is the missing capability. It is the world's first AI CRM Manager, and retailers hire it the way they would hire a person. It reasons, remembers, decides, and executes for every single customer, autonomously, on the stack they already run. Here is how. Maestro builds a living memory of every customer, product, and brand, far beyond raw events. It applies more than a hundred industry skills that reason like a category expert: a skincare specialist, a stylist, a furniture planner. It owns the lifecycle end to end, cross-sell, replenishment, engagement, winback, churn. And it turns every decision into a Golden Decision Event, the reasoning and the finished content together, ready to execute across email, app, WhatsApp, and any channel through the tools already in place. The results are real. L'Occitane lifted post-purchase revenue 235 percent. Mumzworld reached 42 times ROI. iBOOD went from zero to a meaningful revenue share in under two months. And the close: in the AI era, the retailers that win the most CLTV will not be the ones sending more campaigns or building better segments. They will be the ones managing every customer relationship individually, continuously, intelligently, and commercially. **Average Rating:** 4.8/5.0 **Total Reviews:** 44 #### How Do G2 Users Rate Replenit? - **Data Types:** 9.6/10 (Category avg: 8.4/10) - **Validation:** 9.9/10 (Category avg: 8.3/10) - **Ease of Setup:** 9.5/10 (Category avg: 8.9/10) - **Correction:** 9.6/10 (Category avg: 8.4/10) #### Who Is the Company Behind Replenit? - **Seller:** [Replenit](https://www.g2.com/sellers/replenit) - **Company Website:** replen.it - **Year Founded:** 2025 - **HQ Location:** Warszawa,, PL - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7f30ca3d9361143cbaf70cdc21939a380f9d0a86c6f3e83572211478cc70061f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Freplen-it&secure%5Burl_type%5D=linkedin_company_website) 24 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Retail, Cosmetics - **Company Size:** 45% Small, 34% Medium #### What Do G2 Reviewers Say About Replenit? _AI-generated summary from verified user reviews_ ##### Pros - Users laud Replenit for its **effortless replenishment process** , making restocking timely and intuitive, enhancing the shopping experience. - Users value the **incredible support and collaboration** from Replenit, making integration and onboarding seamless and effective. - Users appreciate the **automation capabilities** of Replenit, enhancing customer retention and driving repeat purchases effortlessly. - Users love how Replenit provides **personalized and timely reminders** , making replenishment effortless and intuitive. - Users value the **diverse features** of Replenit, enhancing customer journeys and boosting retention effortlessly through AI. ##### Cons - Users find the **complex usability** of Replenit challenging, requiring fine-tuning for optimal replenishment timing and workflow alignment. - Users find **feature limitations** in Replenit, particularly regarding customization options and category-specific recommendations. - Users feel that **reporting needs improvements** , particularly in editing capabilities and dashboard elaboration. - Users find the **limited flexibility** of Replenit restricts potential use cases and seek more diverse offerings. - Users experienced **campaign management issues** while aligning replenishment triggers and promotional campaigns, requiring significant adjustments. #### What Are Recent G2 Reviews of Replenit? **["Simplifies Complex AI with Strategic Partnership"](https://www.g2.com/survey_responses/replenit-review-12693003)** **Rating:** 5.0/5.0 stars _— Batuhan ._ [Read full review](https://www.g2.com/survey_responses/replenit-review-12693003) **["AI-Powered Insights Into Scalable Customer Engagement"](https://www.g2.com/survey_responses/replenit-review-13059144)** **Rating:** 4.5/5.0 stars _— asli g._ [Read full review](https://www.g2.com/survey_responses/replenit-review-13059144) ### [eStoreBrands](https://www.g2.com/products/estorebrands/reviews) eStore is a sophisticated software solution designed to assist brands in optimizing their online retail presence. By providing actionable insights and data-driven recommendations, eStore helps users enhance product visibility, boost conversion rates, and ultimately drive sales growth across various online retail partners. With over 15 years of experience in the industry, eStore has evolved from its origins in Poland into a trusted ally for global brands, facilitating their navigation through the complexities of digital retail. The platform primarily caters to brands that sell through multiple online retailers, addressing the challenges of digital complexity and visibility blind spots. eStore’s target audience includes marketing and sales teams within these brands, who seek to maximize their product performance on digital shelves. The platform is particularly beneficial for those looking to identify revenue opportunities that may otherwise go unnoticed, allowing brands to capitalize on hidden insights that can lead to significant financial gains. eStore's key features include comprehensive visibility across all online retail channels, enabling users to monitor product performance without the hassle of switching between multiple platforms or spreadsheets. This unified view allows brands to see how their products are performing across various retail media, locations, and marketplaces, providing the clarity needed for informed decision-making. Additionally, the platform employs advanced AI technology to simplify complex data into a straightforward daily action plan. Users receive clear, prioritized tasks that focus on immediate improvements, streamlining their workflow and enhancing productivity. Another notable aspect of eStore is its commitment to data quality, boasting an impressive accuracy rate of over 99%, significantly higher than the industry average. This high level of data integrity ensures that brands can rely on the insights provided to make strategic decisions. Furthermore, eStore recognizes that each brand has unique needs and adapts its platform accordingly, aligning with specific business objectives and internal terminologies. This customization extends to eCategory Management, where eStore not only focuses on individual brand performance but also fosters category growth in collaboration with retailers, creating mutually beneficial partnerships. Through its innovative features and tailored approach, eStore stands out as a vital tool for brands aiming to thrive in the competitive landscape of online retail. By simplifying the management of digital shelves and providing actionable insights, eStore empowers brands to enhance their online presence and achieve sustainable sales growth. **Average Rating:** 4.6/5.0 **Total Reviews:** 20 #### How Do G2 Users Rate eStoreBrands? - **Data Types:** 8.3/10 (Category avg: 8.4/10) - **Validation:** 8.0/10 (Category avg: 8.3/10) - **Ease of Setup:** 8.1/10 (Category avg: 8.9/10) - **Correction:** 7.8/10 (Category avg: 8.4/10) #### Who Is the Company Behind eStoreBrands? - **Seller:** [eStoreBrands](https://www.g2.com/sellers/estorebrands-49ab75e8-2c3d-41ba-9adc-bd1ea52f9a71) - **Company Website:** estorebrands.com - **Year Founded:** 2009 - **HQ Location:** London, England, United Kingdom - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ea79bce95cc7aa03093d1a5706e451bc10e5728aceb78efe52144709d845e324&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Festorebrands&secure%5Burl_type%5D=linkedin_company_website) 97 employees on LinkedIn® - **Ownership:** Private #### Who Uses This Product? - **Company Size:** 55% Large, 25% Medium #### What Do G2 Reviewers Say About eStoreBrands? _AI-generated summary from verified user reviews_ ##### Pros - Users commend the **exceptional customer support** offered by eStoreBrands, noting their accessibility and insightful assistance. - Users appreciate the **ease of use** of eStoreBrands, noting its user-friendly design and excellent support. - Users commend the **exceptional support** from eStoreBrands for their accessibility and commitment to service excellence. - Users appreciate the **user-friendly and simple setup** of eStoreBrands, which offers a clear performance overview. - Users value the **automated support** from eStoreBrands, saving time and improving overall efficiency in their processes. ##### Cons - Users find the **complexity of data preparation** for eStoreBrands time-consuming and in need of simplification. - Users report **inaccuracies** in product listings on eStoreBrands, though support resolves issues swiftly. - Users find **inaccurate sales data** to be a challenge, hindering their understanding of brand performance outside Amazon. - Users face **limited data** availability from apps, impacting the effectiveness for Asian retailers using eStoreBrands. - Users experience challenges with **limited integration** for specific retailers, impacting content compatibility across different regions. #### What Are Recent G2 Reviews of eStoreBrands? **["Intuitive Tool with Insightful ASDA Integration"](https://www.g2.com/survey_responses/estorebrands-review-12612200)** **Rating:** 4.5/5.0 stars _— Anita G._ [Read full review](https://www.g2.com/survey_responses/estorebrands-review-12612200) **["Unique Conversion Data and Standardised Metrics That Sharpen Retailer Communication"](https://www.g2.com/survey_responses/estorebrands-review-12619817)** **Rating:** 4.5/5.0 stars _— Verified User in Dairy_ [Read full review](https://www.g2.com/survey_responses/estorebrands-review-12619817) ### [Dataweave](https://www.g2.com/products/dataweave/reviews) DataWeave is a SaaS-based digital commerce enablement platform providing digital shelf analytics and dynamic pricing solutions for global consumer brands and retailers. The company’s digital commerce enablement and channel optimization platform enables global consumer brands and retailers to accelerate sales growth, expand market share and compete profitably at scale. With more and more digital channels launching, DataWeave’s customers leverage the company's proprietary technology to gain superior performance measurement capabilities across each of their online channels that in turn help them in making smarter and faster decisions. The unique capabilities delivered through DataWeave’s platform provide customers with the right KPIs – including price competitiveness, content quality and benchmarking, product availability, promotion performance, search & media share of voice, rating and review analysis – on a real-time basis, driving increased sales and market share while empowering clients to compete profitably. The platform is language-agnostic which is critical in facilitating DataWeave to serve global accounts. **Average Rating:** 4.4/5.0 **Total Reviews:** 85 #### How Do G2 Users Rate Dataweave? - **Data Types:** 9.3/10 (Category avg: 8.4/10) - **Validation:** 8.3/10 (Category avg: 8.3/10) - **Ease of Setup:** 8.0/10 (Category avg: 8.9/10) - **Correction:** 8.8/10 (Category avg: 8.4/10) #### Who Is the Company Behind Dataweave? - **Seller:** [DataWeave](https://www.g2.com/sellers/dataweave) - **Year Founded:** 2011 - **HQ Location:** Bangalore - **Twitter:** @dataweavein 1,030 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=96a74d63fa4fa31caee262947e4a970fd6683f2f0c8a6835dcc1a5333a731eee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2256618%2F&secure%5Burl_type%5D=linkedin_company_website) 235 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Retail, Consumer Goods - **Company Size:** 51% Large, 33% Medium #### What Do G2 Reviewers Say About Dataweave? _AI-generated summary from verified user reviews_ ##### Pros - Users commend the **excellent customer support** from Dataweave, appreciating their responsiveness and effective communication throughout the process. - Users appreciate the **ease of use** of Dataweave, making it straightforward to implement and navigate effectively. - Users appreciate the **variety of features** in Dataweave, enhancing their ability to track and analyze products effectively. - Users commend the **excellent communication** from the team, ensuring timely updates and effective issue resolution. - Users appreciate the **accurate and timely competitive insights** from Dataweave, enhancing their strategic decision-making process. ##### Cons - Users experience **filtering issues** with competitor product matches, leading to inefficiencies in finding exact matches. - Users note the **inadequate tracking** of the image carousel, leading to frustration with browsing experiences. - Users face **limited tracking issues** with the images carousel, affecting the navigation experience in Dataweave. #### What Are Recent G2 Reviews of Dataweave? **["Great Experience with Dataweave"](https://www.g2.com/survey_responses/dataweave-review-11325054)** **Rating:** 5.0/5.0 stars _— Verified User in Business Supplies and Equipment_ [Read full review](https://www.g2.com/survey_responses/dataweave-review-11325054) **["DataWeave Delivers Reliable Competitor Matching and Pricing Intelligence"](https://www.g2.com/survey_responses/dataweave-review-13331730)** **Rating:** 5.0/5.0 stars _— Verified User in Retail_ [Read full review](https://www.g2.com/survey_responses/dataweave-review-13331730) #### What Are G2 Users Discussing About Dataweave? - [Is DataWeave a language?](https://www.g2.com/discussions/is-dataweave-a-language) - [Is DataWeave proprietary?](https://www.g2.com/discussions/is-dataweave-proprietary) - 1 comment - [What is DataWeave?](https://www.g2.com/discussions/what-is-dataweave) - 1 comment - [What are the functions in DataWeave?](https://www.g2.com/discussions/what-are-the-functions-in-dataweave) - 1 comment ### [Syndigo](https://www.g2.com/products/syndigo-syndigo/reviews) Syndigo is a leader in AI-first PXM, MDM, and PIM, empowering brands, retailers, and distributors to create winning product experiences. Syndigo offers the most extensive brand-retail network, the leading commerce data pool, and automated recommendations that incorporate user-generated content. With Syndigo’s solutions, companies can reach more customers, dynamically optimize shopping experiences, and achieve more control of their commerce with trusted data, software, and connections. Syndigo serves over 18,000 global enterprises in key sectors such as grocery, foodservice, hardlines, home improvement/DIY, pet, health and beauty, automotive, apparel, energy, and healthcare. Learn more at www.syndigo.com. **Average Rating:** 4.4/5.0 **Total Reviews:** 191 #### How Do G2 Users Rate Syndigo? - **Data Types:** 7.5/10 (Category avg: 8.4/10) - **Validation:** 7.5/10 (Category avg: 8.3/10) - **Ease of Setup:** 8.2/10 (Category avg: 8.9/10) - **Correction:** 8.3/10 (Category avg: 8.4/10) #### Who Is the Company Behind Syndigo? - **Seller:** [Syndigo](https://www.g2.com/sellers/syndigo) - **Company Website:** www.syndigo.com - **Year Founded:** 2017 - **HQ Location:** Chicago, Illinois - **Twitter:** @syndigoLLC 281 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b31df4100632d3c4a3872a01d2318660d853b4c18c13f473ab419cbbb6b3ce80&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F28625135%2F&secure%5Burl_type%5D=linkedin_company_website) 1,727 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Consumer Goods, Retail - **Company Size:** 39% Medium, 31% Small #### What Do G2 Reviewers Say About Syndigo? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **user-friendly interface** of Syndigo, enhancing their workflow and making operations seamless and efficient. - Users praise the **prompt and helpful customer support** of Syndigo, making issue resolution and communication seamless. - Users value the **exceptional customer service** from Syndigo, appreciating their prompt and helpful responses at every turn. - Users commend the **quick response** of Syndigo's customer support, enhancing their overall experience and satisfaction. - Users commend Syndigo for its **intuitive platform and excellent support** , enhancing efficiency in managing product information seamlessly. ##### Cons - Users express concern over **data management issues** , citing delays, errors, and lack of integration causing workflow challenges. - Users find the **learning curve steep** with Syndigo, highlighting confusion in navigation and user interface for newcomers. - Users struggle with **poor usability** due to a confusing UI and complicated navigation, hindering efficiency and ease of use. - Users find the **complexity of Syndigo** challenging, requiring simplification for a better overall experience. - Users find the **interface confusing and overly complicated** , hindering their ability to navigate effectively. #### What Are Recent G2 Reviews of Syndigo? **["Easy-to-Use Portal with an Excellent Product Catalog and Responsive Support"](https://www.g2.com/survey_responses/syndigo-review-12874556)** **Rating:** 5.0/5.0 stars _— Brian T._ [Read full review](https://www.g2.com/survey_responses/syndigo-review-12874556) **["Ecommerce Success fueled by Syndigo CES "](https://www.g2.com/survey_responses/syndigo-review-8850824)** **Rating:** 5.0/5.0 stars _— Patrick L._ [Read full review](https://www.g2.com/survey_responses/syndigo-review-8850824) #### What Are G2 Users Discussing About Syndigo? - [What is Syndigo, The Active Content Engine used for?](https://www.g2.com/discussions/what-is-syndigo-the-active-content-engine-used-for) - 1 comment ### [Smarter Ecommerce](https://www.g2.com/products/smarter-ecommerce/reviews) Smarter Ecommerce (smec) is a leading PPC software provider and performance marketing agency that helps ecommerce brands achieve better business outcomes through AI-driven optimization of Google Ads and Microsoft Advertising. The smec platform connects and activates first-party business data - including profit margins, customer lifetime value (CLV), and other key business metrics - to deliver data-informed advertising strategies. Dynamic Segments allow retailers to optimize for business outcomes such as profitability (POAS), average order value (AOV), and revenue growth, maintaining control over business priorities even as advertising platforms become more automated and less transparent.. The platform's predictive AI adjusts Target ROAS and allocates budgets across all campaigns to improve overall performance and increase efficiency in achieving business objectives. Detailed product and campaign insights provide transparency into how automated campaigns perform, helping PPC teams govern AI effectively and see what's happening inside the "black box”. By automating routine PPC tasks and centralizing management across Google and Microsoft Ads, smec helps retailers with extensive product catalogs maintain agility and efficiency. Teams can focus on strategic oversight, data quality, and profit optimization, while automation manages campaign execution aligned with live business goals. In addition to its platform, smec delivers full-service agency support across Google, Microsoft, Meta, and programmatic channels, offering full-funnel strategy, data engineering, conversion tracking, and marketing analytics. This combination of technology, data, and expertise positions smec as a trusted partner for scaling ecommerce performance. Founded in 2007, Smarter Ecommerce is recognized as a Google Premier Partner, was named a Google Ads Impact Award Finalist in 2025 and is a three-time Microsoft Retail Partner of the Year. smec currently manages over €500 Million in annual ad spend, driving more than €15 Billion in ecommerce revenue for over 350 global retail clients, including THG, Snipes, REWE, Decathlon, River Island, Miami Heat, Shade Station, Mountain Warehouse, EMAG and Intersport. **Average Rating:** 4.7/5.0 **Total Reviews:** 82 #### How Do G2 Users Rate Smarter Ecommerce? - **Data Types:** 7.5/10 (Category avg: 8.4/10) - **Validation:** 8.9/10 (Category avg: 8.3/10) - **Ease of Setup:** 8.9/10 (Category avg: 8.9/10) - **Correction:** 8.3/10 (Category avg: 8.4/10) #### Who Is the Company Behind Smarter Ecommerce? - **Seller:** [Smarter Ecommerce GmbH](https://www.g2.com/sellers/smarter-ecommerce-gmbh) - **Year Founded:** 2007 - **HQ Location:** Linz, Austria - **Twitter:** @smec 1,626 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7b6985c0a7281b111fe7e54dcc5119cf415ba00d836364b0a4e7db05c0feaff1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsmarter-ecommerce-gmbh%2F&secure%5Burl_type%5D=linkedin_company_website) 88 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Retail, Marketing and Advertising - **Company Size:** 49% Medium, 32% Small #### What Are Recent G2 Reviews of Smarter Ecommerce? **["AI-supported Google Ads Optimization"](https://www.g2.com/survey_responses/smarter-ecommerce-review-12713403)** **Rating:** 4.5/5.0 stars _— Norman W._ [Read full review](https://www.g2.com/survey_responses/smarter-ecommerce-review-12713403) **["Reliable partner for scaling Google Ads performance with expert support"](https://www.g2.com/survey_responses/smarter-ecommerce-review-12959586)** **Rating:** 5.0/5.0 stars _— Franziska N._ [Read full review](https://www.g2.com/survey_responses/smarter-ecommerce-review-12959586) #### What Are G2 Users Discussing About Smarter Ecommerce? - [What is Smarter Ecommerce used for?](https://www.g2.com/discussions/what-is-smarter-ecommerce-used-for) ### [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? - **Data Types:** 9.0/10 (Category avg: 8.4/10) - **Validation:** 8.3/10 (Category avg: 8.3/10) - **Ease of Setup:** 7.7/10 (Category avg: 8.9/10) - **Correction:** 8.3/10 (Category avg: 8.4/10) #### Who Is the Company Behind CommerceIQ? - **Seller:** [CommerceIQ](https://www.g2.com/sellers/commerceiq) - **Company Website:** www.commerceiq.ai - **Year Founded:** 2012 - **HQ Location:** Mountain View, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=90127725f5a91aede40130d2553bafaf7b4742432448736541837ff5920d7c3d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcommerceiq%2F&secure%5Burl_type%5D=linkedin_company_website) 635 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Consumer Goods, Manufacturing - **Company Size:** 46% Medium, 32% Large #### What Do G2 Reviewers Say About CommerceIQ? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **intuitive data analysis** of CommerceIQ, enhancing decision-making and supporting efficient Amazon trading activities. - Users value the **ease of use** of CommerceIQ, appreciating its intuitive design and broad functionality across departments. - Users highlight the **efficiency** of CommerceIQ in providing quick insights and streamlining Amazon trading activities. - Users appreciate the **exceptional customer support** of CommerceIQ, enhancing their experience and business efficiency significantly. - Users find CommerceIQ's **helpful account support** invaluable for optimizing trading activities and driving focused actions. ##### Cons - Users experience **data inaccuracies** that complicate their ability to rely on the software for accurate market insights. - Users experience **slow performance** with CommerceIQ, particularly in loading modules and accessing reports efficiently. - Users express concerns about **poor customer support** due to inconsistent account management and lack of responsiveness. - Users report frequent **software bugs** in CommerceIQ, leading to frustration and delays in campaign launches and automation. - Users experience **inaccurate reporting** that limits effective data analysis and decision-making within CommerceIQ. #### What Are Recent G2 Reviews of CommerceIQ? **["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) **["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) ### [PriceShape](https://www.g2.com/products/priceshape/reviews) PriceShape is a SaaS platform for e-commerce companies and brands that need accurate competitor product data and dynamic pricing. The platform tracks prices, stock levels, and assortments across marketplaces such as Google Shopping, Amazon, and others, updating daily for precision. Use this intelligence to adjust automatically pricing strategies, improve campaign performance, and secure an advantage in competitive markets. By providing actionable insights, PriceShape empowers users to win more sales and maximize revenue through informed pricing decisions. Targeted primarily at e-commerce businesses and brands, PriceShape caters to a diverse range of online sellers, from small startups to large retail companies. The platform is particularly beneficial for those operating in highly competitive markets where pricing plays a crucial role in attracting customers. Users can utilize PriceShape to gain a complete overview of their competitors' pricing strategies, which is displayed in a user-friendly, personalized dashboard. This centralized view allows businesses to quickly assess their competitive landscape and make data-driven adjustments to their pricing strategies. One of the standout features of PriceShape is its dynamic pricing rules and strategies, which are customizable to meet the specific needs of each user. This flexibility enables businesses to implement various pricing tactics based on real-time competitor data, ensuring they remain agile in their pricing approach. By utilizing these features, users can improve their decision-making processes, responding effectively to shifts in the competitive environment and optimizing their pricing for maximum profitability. Additionally, PriceShape enhances the effectiveness of Google Shopping campaigns through its feed editor, which allows users to incorporate competitive pricing knowledge directly into their product feeds. By inserting price tags based on competitor analysis, online sellers can focus their advertising spend on products where they are competitively priced, thereby improving their return on ad spend (ROAS). This intelligent segmentation of cost-per-click (CPC) campaigns not only reduces wasted ad expenditure but also significantly boosts overall campaign performance. In summary, PriceShape offers a robust solution for e-commerce companies looking to refine their pricing strategies through competitor insights. With its comprehensive monitoring capabilities, dynamic pricing options, and integration with Google Shopping feeds, PriceShape provides users with the tools they need to navigate the complexities of online retail pricing effectively. **Average Rating:** 4.7/5.0 **Total Reviews:** 43 #### How Do G2 Users Rate PriceShape? - **Data Types:** 10.0/10 (Category avg: 8.4/10) - **Ease of Setup:** 9.0/10 (Category avg: 8.9/10) #### Who Is the Company Behind PriceShape? - **Seller:** [PriceShape](https://www.g2.com/sellers/priceshape) - **Company Website:** priceshape.com - **Year Founded:** 2018 - **HQ Location:** Aarhus C, DK - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=62ac717cbd89c8f5cc4039487d8a1022e1d703ac49e902ae0555d64231126520&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpriceshape&secure%5Burl_type%5D=linkedin_company_website) 102 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** CEO - **Top Industries:** Retail, Sporting Goods - **Company Size:** 56% Small, 40% Medium #### What Do G2 Reviewers Say About PriceShape? _AI-generated summary from verified user reviews_ ##### Pros - Users commend the **outstanding customer support** of PriceShape, noting responsiveness and proactive assistance during issues. - Users find PriceShape to be **intuitive and easy to use** , enhancing efficiency in monitoring price competition. - Users love the **pricing optimization features** of PriceShape, making competitive pricing effortless and efficient. - Users value the **great filtering options** of PriceShape, enhancing their ability to analyze competitors effectively. - Users love the **intuitive and easy-to-navigate interface** of PriceShape, facilitating effective monitoring and management. ##### Cons - Users note that PriceShape can be **expensive** , but emphasize that it delivers value for the cost. - Users face **data management issues** such as tedious export processes and inaccuracies, though improvements are underway. - Users report **inaccurate data** with PriceShape, especially for in-house brands and product matches needing manual intervention. - Users report **limited data availability** , with historical data gaps and challenges in scraping certain competitive sites. - Users note the **missing features** in PriceShape, particularly lacking Magento 2 integration and limited pricing strategy tools. #### What Are Recent G2 Reviews of PriceShape? **["Effortless Price Monitoring with Robust Features"](https://www.g2.com/survey_responses/priceshape-review-13335058)** **Rating:** 4.5/5.0 stars _— Samuel H._ [Read full review](https://www.g2.com/survey_responses/priceshape-review-13335058) **["More Overview, Better Decisions: Our Experience with PriceShape"](https://www.g2.com/survey_responses/priceshape-review-13219757)** **Rating:** 5.0/5.0 stars _— Igor H._ [Read full review](https://www.g2.com/survey_responses/priceshape-review-13219757) ### [Numerator Insights](https://www.g2.com/products/numerator-insights/reviews) Numerator Insights provides manufacturers and retailers visibility into omnichannel consumer behaviors including brand and channel switching, household penetration, and shopper profiles within a user-friendly platform. Numerator Insights offers over 40 flexible reports to provide faster, deeper answers about consumer behavior, helping brands and retailers identify growth opportunities. Numerator Insights is powered by data from the Numerator OmniPanel, America’s largest, most representative consumer panel. The Numerator OmniPanel provides a holistic view of consumer behavior across channels, capturing more than 2 billion trips from 200,000 static panelists, and 2,500+ demographic, psychographic & media consumption attributes, collected from a single source. The Numerator OmniPanel provides unparalleled insights about omnichannel consumer behavior, as well as the attitudes and opinions that influence each trip. **Average Rating:** 4.6/5.0 **Total Reviews:** 42 #### How Do G2 Users Rate Numerator Insights? - **Data Types:** 8.8/10 (Category avg: 8.4/10) - **Validation:** 8.0/10 (Category avg: 8.3/10) - **Ease of Setup:** 9.3/10 (Category avg: 8.9/10) - **Correction:** 8.7/10 (Category avg: 8.4/10) #### Who Is the Company Behind Numerator Insights? - **Seller:** [Numerator](https://www.g2.com/sellers/numerator) - **HQ Location:** Chicago, Illinois - **Twitter:** @numerator 1 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=45745efd18fac1daeb6cb354d92f1d0f7e384acea3893c6615c26ac79ddb0490&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnumerator%2F&secure%5Burl_type%5D=linkedin_company_website) 2,790 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Consumer Goods, Food & Beverages - **Company Size:** 60% Large, 31% Medium #### What Do G2 Reviewers Say About Numerator Insights? _AI-generated summary from verified user reviews_ ##### Cons - Users find some **predefined reports difficult to understand** , which hampers their ability to extract useful insights. - Users find some **predefined reports hard to understand** , impacting their ability to effectively utilize Numerator Insights. - Users find some predefined reports to be **hard to understand** , leading to confusion and inefficiencies in analysis. - Users find some **predefined reports hard to understand** , which limits their ability to extract valuable insights. #### What Are Recent G2 Reviews of Numerator Insights? **["Larger Sample Size, User-Friendly Insights"](https://www.g2.com/survey_responses/numerator-insights-review-12470823)** **Rating:** 5.0/5.0 stars _— Verified User_ [Read full review](https://www.g2.com/survey_responses/numerator-insights-review-12470823) **["Experience"](https://www.g2.com/survey_responses/numerator-insights-review-12471880)** **Rating:** 5.0/5.0 stars _— Caroliegh F._ [Read full review](https://www.g2.com/survey_responses/numerator-insights-review-12471880) #### What Are G2 Users Discussing About Numerator Insights? - [How does Numerator collect data?](https://www.g2.com/discussions/how-does-numerator-collect-data) - [What does Numerator the company do?](https://www.g2.com/discussions/what-does-numerator-the-company-do) - [Is Numerator is a good source?](https://www.g2.com/discussions/is-numerator-is-a-good-source) - [What is Numerator software?](https://www.g2.com/discussions/what-is-numerator-software) ### [Dot Insights](https://www.g2.com/products/dot-insights/reviews) Usersdot is a SaaS platform with AI Agents, founded in 2020 to help brands thrive in today’s dynamic commerce landscape. Usersdot empowers brand teams with autonomous intelligence to make smarter, faster decisions and drive sustained growth. We accelerate brand growth through autonomous AI Agents, Dot Insights and Dot Assist, built to analyze market trends, understand shopper insights, monitor competitors, optimize retail media, and deliver 24/7 personalized answers to every customer inquiry. Empowering brand teams to sell more, boost ROI, save time, and act faster with AI-based insights. Dot Insights, our AI Insight Agent, analyzes market trends, understands shopper behavior, monitors competitors and digital shelves, and optimizes retailer media strategies. This autonomous agent continuously delivers actionable insights that drive growth and sharpen your competitive edge. On the other side, Dot Assist, our AI Customer Agent, instantly learns each brand’s tone, store operations, and products to deliver 24/7 personalized answers to every customer inquiry. Dot responds with speed and accuracy, boosting satisfaction and increasing conversion rates. Today, we monitor millions of products across 300+ retailer websites and mobile apps in over 20 countries, helping more than 2,000 brands stay ahead in an ever-evolving market. Trusted by industry leaders like L'Oréal, Henkel, Reckitt, Mavi, Adidas, Skechers, Haleon, Beiersdorf, Kiko Milano, Yves Rocher, The Purest Solutions, Groupe SEB, Estée Lauder, Eczacıbaşı, Kahve Dünyası, Pandora, Penti, Vestel, Flormar, Philips, Altınyıldız Classics and more. We love working together with our partners to shape the future of intelligent decision-making. At Usersdot, we are open we are partner-obsessed we are innovators we are experts we are doers. We love data and we are here to turn it into your competitive edge. Our mission is to empower every brand team with AI Agents and support transforming decision-making across industries. Following our Series A investment in 2021, Usersdot reached an $11 million valuation in 2023, with Arya Ventures leading the investment round alongside notable investors Nuwa Capital and ÜNLÜ & Co. Usersdot isn’t just a platform, it’s your all-in-one AI Agents built for smarter, faster brand growth. **Average Rating:** 4.9/5.0 **Total Reviews:** 39 #### How Do G2 Users Rate Dot Insights? - **Data Types:** 9.7/10 (Category avg: 8.4/10) - **Validation:** 10.0/10 (Category avg: 8.3/10) - **Ease of Setup:** 9.7/10 (Category avg: 8.9/10) - **Correction:** 10.0/10 (Category avg: 8.4/10) #### Who Is the Company Behind Dot Insights? - **Seller:** [Usersdot](https://www.g2.com/sellers/usersdot) - **Year Founded:** 2020 - **HQ Location:** Sarıyer, İstanbul - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2a879f63d43c0ef63878f6f2cba0c1230d90dd9571e13ae1902513987984fbda&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fusersdot&secure%5Burl_type%5D=linkedin_company_website) 27 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Cosmetics, Consumer Goods - **Company Size:** 59% Medium, 31% Small #### What Do G2 Reviewers Say About Dot Insights? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **instant insights and actionable data** provided by Dot Insights, enhancing their decision-making efficiency. - Users appreciate the **instant actionable insights** from Dot Insights, significantly enhancing their strategic decision-making processes. - Users find the **insightful results** from Dot Insights invaluable for data-driven decision-making and swift adaptations in e-commerce. - Users appreciate the **instant, actionable AI insights** from Dot Insights, enhancing decision-making and teamwork in e-commerce. - Users appreciate the **instant decision-making capabilities** of Dot Insights, enabling data-driven strategies and actionable insights. ##### Cons - Users face a **difficult learning curve** initially, but later find Dot Insights becomes intuitive and user-friendly. - Users note a slight **learning curve** with Dot Insights initially, but find it becomes intuitive over time. - Users note a **steep learning curve** initially, but find the insights intuitive once accustomed to the system. - Users suggest that **improvements in user-friendly design** are needed to enhance overall experience and efficiency. - Users feel the platform needs a **more user-friendly design** , especially regarding the panel interface and filter usage. #### What Are Recent G2 Reviews of Dot Insights? **["AI Agent for Persona Based Launch Insight"](https://www.g2.com/survey_responses/dot-insights-review-12779962)** **Rating:** 4.0/5.0 stars _— Damla S._ [Read full review](https://www.g2.com/survey_responses/dot-insights-review-12779962) **["Dot Insights Makes It Easy to Uncover the “Why” Behind Performance Changes"](https://www.g2.com/survey_responses/dot-insights-review-12624359)** **Rating:** 4.5/5.0 stars _— Naz Y._ [Read full review](https://www.g2.com/survey_responses/dot-insights-review-12624359) - ‹ Prev ‹ Prev - 1 - [2](/categories/retail-intelligence?order=g2_score&page=2#product-list) - [3](/categories/retail-intelligence?order=g2_score&page=3#product-list) - [4](/categories/retail-intelligence?order=g2_score&page=4#product-list) - [5](/categories/retail-intelligence?order=g2_score&page=5#product-list) - … - [10](/categories/retail-intelligence?order=g2_score&page=10#product-list) - [11](/categories/retail-intelligence?order=g2_score&page=11#product-list) - [Next › Next ›](/categories/retail-intelligence?order=g2_score&page=2#product-list) Spotlight Categories [Purchasing Software](https://www.g2.com/categories/purchasing-software) [Outbound Call Tracking Software](https://www.g2.com/categories/outbound-call-tracking) [Video Editing Software](https://www.g2.com/categories/video-editing) [Managed Detection and Response (MDR) Software](https://www.g2.com/categories/managed-detection-and-response-mdr) [Sales Performance Management Software](https://www.g2.com/categories/sales-performance-management) Similar Categories - [Other Retail](/categories/other-retail) - [Rebate Management](/categories/rebate-management) - [Retail Analytics](/categories/retail-analytics) - [Retail Assortment Planning](/categories/retail-assortment-planning) - [Retail Distributed Order Management Systems](/categories/retail-distributed-order-management-systems) - [Retail IoT](/categories/retail-iot) - [Retail Management Software](/categories/retail-management-software) - [Retail Pricing](/categories/retail-pricing) - [Retail Space Planning](/categories/retail-space-planning) - [Retail Task Management](/categories/retail-task-management) [Browse Retail Intelligence Themes](/categories/retail-intelligence/themes) ![Subhransu Sahu](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Subhransu Sahu") SS Researched and written by [Subhransu Sahu](https://research.g2.com/insights/author/subhransu-sahu) Updated July 20, 2026 Retail intelligence software helps retailers improve revenue and operations by delivering insights and advanced analytics. This software gathers, manages, and analyzes retail and e-commerce data from multiple sources, such as internal (software such as e-commerce platforms), external (e-commerce marketplaces), and industry benchmarking data provided by third parties. The data is obtained through integration, parsing, and scraping. Artificial intelligence (AI) and machine learning (ML) are used to clean and analyze data for competitive intelligence, market analysis, brand protection, and pricing optimization. This type of software is used by retailers that sell online, in-store, and through distribution networks. It can be used in consumer packaged goods (CPG) and durable goods to navigate the high volume of products and transactions. Retail intelligence software integrates with [business intelligence software](https://www.g2.com/categories/business-intelligence) to help users further analyze the data and create personalized visualizations. To qualify for inclusion in the Retail Intelligence category, a product must: - Ingest retail data from sources like POS, ERP, e-commerce, and market data - Use AI, ML, or advanced analytics to deliver predictive, prescriptive, or autonomous recommendations on pricing, performance, consumer behavior, and competition - Support real-time or near real-time processing for timely retail decision-making - Enable or integrate with retail operations systems to drive actions like pricing, staffing, and inventory - Deliver dashboards and customizable reports to monitor performance - Optionally include multi-source data fusion, such as IoT, video, or in-store sensors Show More ### Retail Intelligence Topics - [What is Retail Intelligence Software?](#what-is-retail-intelligence-software) - [What are the Common Features of Retail Intelligence Software?](#what-are-the-common-features-of-retail-intelligence-software) - [What are the Benefits of Retail Intelligence Software?](#what-are-the-benefits-of-retail-intelligence-software) - [Who Uses Retail Intelligence Software?](#who-uses-retail-intelligence-software) - [What are the Alternatives to Retail Intelligence Software?](#what-are-the-alternatives-to-retail-intelligence-software) - [Challenges with Retail Intelligence Software](#challenges-with-retail-intelligence-software) - [How to Buy Retail Intelligence Software](#how-to-buy-retail-intelligence-software) [ ### Retail Intelligence Topics Expand/Collapse ](#) - [What is Retail Intelligence Software?](#what-is-retail-intelligence-software) - [What are the Common Features of Retail Intelligence Software?](#what-are-the-common-features-of-retail-intelligence-software) - [What are the Benefits of Retail Intelligence Software?](#what-are-the-benefits-of-retail-intelligence-software) - [Who Uses Retail Intelligence Software?](#who-uses-retail-intelligence-software) - [What are the Alternatives to Retail Intelligence Software?](#what-are-the-alternatives-to-retail-intelligence-software) - [Challenges with Retail Intelligence Software](#challenges-with-retail-intelligence-software) - [How to Buy Retail Intelligence Software](#how-to-buy-retail-intelligence-software) ## Learn More About Retail Intelligence Software ### What is Retail Intelligence Software? Retail intelligence software helps retailers think beyond retail analytics solutions. Retail intelligence software is not only beneficial for retail businesses to collect and measure data from multiple sources such as [retail pos systems](https://www.g2.com/categories/retail-pos), [retail management systems](https://www.g2.com/categories/retail-management-system), [retail IoT devices](https://www.g2.com/categories/retail-iot), [e-commerce platforms](https://www.g2.com/categories/e-commerce-platforms), [marketplaces](https://www.g2.com/categories/marketplace), etc., but it also creates data-driven models that can learn on its own. [Artificial intelligence (AI)](https://www.g2.com/categories/artificial-intelligence) and [machine learning (ML)](https://www.g2.com/categories/machine-learning) help glean information from unstructured data, images, and videos to provide retailers with crucial business insights, helping them understand trends and make more accurate predictions. Retail intelligence software is mainly used by consumer packaged goods (CPG) and the retail industry because of the large volumes of diverse data. It arms retailers with real-time, granular data that helps streamline operations, increase profits, and deliver exceptional customer experiences. It analyzes stockouts, shelf space usage, share of each product, and in-store displays and measures the effectiveness of promotions. ### What are the Common Features of Retail Intelligence Software? The following are some core features within retail intelligence software that can help retailers find the best solution to discover actionable insights: **Omnichannel data integration:** Retail intelligence software connects data from across the entire enterprise. It provides uniform, frictionless integration across thousands of data sources from any system, including inventory management, point of sale, ERP, and CRM. The ability to save time and energy by automating the data collection, organization and storage process is an important function of the system. **Real-time data processing and insights:** With the power of AI and ML, retail intelligence solutions process data as soon as it is collected and uploaded to the database. It allows real-time access to key KPIs, such as sales, inventory levels, pricing, and more. The intelligence system cleanses, validates, analyzes, and forecasts the data to create easily digestible reports for managers, decision-makers, and stakeholders. **Reporting using customizable dashboards:** It empowers retail business users to visualize and analyze data through intuitive dashboards. Retail intelligence tools are equipped with capabilities to create beautiful dashboards that allow users to explore patterns in data and tell a more visual story. Data-rich visualizations take reporting and analytics to the next level and provide businesses with deeper insights into what’s happening at the moment. ### What are the Benefits of Retail Intelligence Software? Retail intelligence solutions are beneficial to retailers, suppliers, and customers. The information derived from the retail data uncovers areas for improvement and optimizes the customer experience at the store. Here’s how all the stakeholders benefit from this software: **Track customer movement:** Identifying where customers are coming from is an essential feature of retail intelligence tools. It helps businesses discover how consumers find their products and websites, such as through referrals or email campaigns. It also allows retailers to run hyper-personalized customer campaigns based on their demographics.  **Track customer spending:** Retailers leverage retail intelligence platforms to track customer spending patterns and behaviors through loyalty programs. It also allows retailers to devise loyalty programs based on customer purchase history and provide rewards and personalized offerings to improve customer engagement further.  **Deliver personalized shopping experiences:** With the help of customer behavior data, retail intelligence platforms enable retailers to create unique experiences tailored to individual customers. From the first visit to post-checkout, retailers have the opportunity to personalize every step of the customer journey. **Gain visibility into supply chain:** A retail intelligence platform in conjunction with a retail POS system or retail inventory management system allows retailers to see what's happening in the supply chain. It helps to track the movement and storage of raw materials, work-in-process inventory, finished goods, and end-to-end order fulfillment of the business. Using supply chain data, these tools recommend the best ways to optimize the supply chain and address related issues. **Design campaigns and retargeting:** The tool helps design and run targeted marketing campaigns based on customer behavior and measure their effectiveness. Offline retail stores can plan and create trade promotions in retail stores to promote their product and services. Online retailers can see whether marketing campaigns are working and consumers click on links, open emails, etc. **Monitor social media behavior:** Retail intelligence software helps retailers monitor social media behavior using sentiment analysis to track product ratings. Data from social media monitoring can be analyzed on retail intelligence platforms to gain insights about a brand, product, competitors, industry, and a lot more. ### Who Uses Retail Intelligence Software? Analysts or managers from different retail and CPG industries use this software to carry out daily routine analytical tasks. Here’s a list of a few personnel who often use this software. **Retail store managers:** Store managers use retail intelligence software to track and measure store KPIs such as footfalls, sales, inventory counts, etc., on a monthly, quarterly, and yearly basis. **Analytics managers:** Analytics managers implement data mining to draw actionable insights using various algorithms and modeling techniques such as big data, descriptive analytics, diagnostic analytics, predictive analytics, and prescriptive analytics using retail intelligence tools. **Brand or marketing managers:** Brand or marketing managers use retail intelligence platforms to monitor brand performance through sales data. It helps to track consumer behavior and trends, which allows them to strategize marketing campaigns and loyalty programs. ### What are the Alternatives to Retail Intelligence Software? The following alternative software can partially or completely replace retail intelligence tools: [Retail analytics](https://www.g2.com/categories/retail-analytics): Retail analytics software empowers retail businesses by providing insights into all aspects of the store using business intelligence data, such as sales figures, inventory levels, customer data, supply chain data, etc. It is a close alternative to retail intelligence platforms and can be used interchangeably. It mainly helps clean and organize inconsistent data sets and visualize them on a single intuitive retail dashboard for easy understanding and interpretation. A software named retail analytics and business intelligence tools includes features of both analytics and intelligence platforms. #### Software Related to Retail Intelligence Software Related solutions that can be used together with retail intelligence software include other retail software such as: [Retail POS systems](https://www.g2.com/categories/retail-pos) **:** Retail intelligence software can be integrated with retail POS systems to pull out sales data, inventory data, customer purchase history, etc., for data analysis and insight generation. [Retail pricing software](https://www.g2.com/categories/retail-pricing) **:** Retail pricing software helps retailers analyze the pricing of products and develop product pricing strategies. Retail intelligence solution further helps in analyzing and optimizing pricing data. [Trade promotion management software](https://www.g2.com/categories/trade-promotion-management) **:** Retail intelligence software also collaborates with trade promotion software to measure the performance of trade promotions. Intelligent dashboards help track the progress and performance of promotional activities in a retail store. [Retail IoT software](https://www.g2.com/categories/retail-iot) **:** Retail IoT devices like optimal staffing level indicators, movement tracking systems, cashier-less payment systems, smart carts, etc., can be integrated with retail intelligence software to analyze the data from these devices and recommend unique points for improvement of in-store operations. ### Challenges with Retail Intelligence Software Retail intelligence solutions can come with their own set of challenges.  **Software integration:** Retail intelligence platforms need to be integrated with multiple types of retail software, such as retail POS, retail management, etc., to export and analyze data. A significant risk during software integration is incompatibility, which leads to the inability to perform important functions. **Software expertise:** Intelligence tools are difficult for laymen to understand and operate. Tools like these need a good understanding of data, and some data analytics skills are an added advantage. Companies need to ensure that they invest in resource capacity building or hire resources with specific skill sets before investing in such software. **Software subscription:** Most retail intelligence solutions are cloud-based and available to buyers on a subscription model. The challenge to buyers is the recurring cost associated with the software. While enterprises might not find it an issue, small and mid-size retail companies may face an issue with allocating a specific budget to avail software features every year. ### How to Buy Retail Intelligence Software #### Requirements Gathering (RFI/RFP) for Retail Intelligence Software Requirement gathering ensures that the software has all the features a business needs. When selecting retail intelligence software, it is important to first look at how the business operates and then familiarize oneself with the different types of software available. It also helps to ask critical questions about the need for the software. For example, retail intelligence solutions help analyze complex retail data and present insights, but the buyer should also know if there is enough data to process and how these insights will help improve the existing position of the retail business. #### Compare Retail Intelligence Software Products **Create a long list** Depending on the industry, the buyer might want to create a long list of software designed to help businesses. A long list always helps buyers select the right software from many products available for retail intelligence. A long list must consist of products that include metrics like product popularity, the price offered for product add-ons, schemes for upgrading, and round-the-clock customer service support. **Create a short list** A short list narrows down the long list of buyers and helps in constructive decision-making on which software to opt for. Short lists are more specific to the exact need of the buyer mapped with the features offered by the product and generally whittle down the long list based on the budget. For example, buyers looking for cloud-based retail intelligence software must not keep the software installed on-premises on the short list or only select software within the company’s IT budget. **Conduct demos** Demos are an essential part of the entire software implementation process. It ensures that the retail intelligence software is running smoothly and is compatible with the existing business system. It helps meet realistic expectations from the product. During demos, buyers should ask specific questions about the functionalities they care about most. For example, one might ask to be walked through data importing and exporting, tracking features, how to create dashboards and visualization, how to integrate with other software, or how to look at real-time retail data. #### Selection of Retail Intelligence Software **Choose a selection team** A team of in-house IT personnel, project managers, heads of departments, retail experts, and end users must be part of the selection process. Along with senior management, this selection team is responsible for selecting the right software and checking the entire retail intelligence software onboarding process. Buyers can also outsource technical consultants with domain-specific expertise to give constructive recommendations and suggestions in this process. **Negotiation** The negotiation process can happen upon receiving a price quote from the vendor. To successfully negotiate, the buyer must keep in mind the available budget to purchase the software and ask the vendor for some discounts in return for an annual upfront payment. Sometimes, a software provider may offer unlimited usage or add-ons if the buyers pay upfront instead of in installments. A successful negotiation means a courteous and constructive interaction that is a win-win for both parties. **Final decision** The final decision should be based on all the information gathered, features offered, and a price agreed upon by both parties involved in the purchasing process of the product. Senior management or the head of the department should decide to select the software after carefully going through all the information provided by the vendor team. Businesses should keep in mind to choose the solution that meets most of, if not all, their requirements. Later, they can upgrade to the premium version anytime.