Page 3 | Best Retail Intelligence Software of 2026

Trax

Trax Retail

Trax enables brands and retailers to better navigate the new frontier of retail where the best of physical and digital come together to delight at the shelf. Trax provides the most powerful, accurate and consistent way for CPG manufacturers and retailers to collect, measure and analyse what is happening on the physical shelf. Our real-time shelf-monitoring and analytics platform reveals what’s happening in the aisles so you can optimize operations. Poorly managed shelves result in unhappy shoppers and missed sales, but retailers don’t have the manpower to spot every error as it happens. Trax automatically scans shelves, analyzes conditions, and prioritizes fixes to unlock each aisle’s full potential. Make sure every product is in the perfect place at every store — all the time. Trax Retail Execution uses advanced image-recognition technology and deep-learning algorithms to digitize the shelf and maximize sales.

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Kepler Analytics

The Kepler system using our proprietary traffic measurement technology provides a flexible system delivering a complete sales optimisation platform using our retail traffic measures, sales and causative sales drivers measures to drive positive in store sales behaviour. Based on the visible trends and analysis, retailers can determine practical actions to improve their return from store and staff investment. The KeplerX module then allows retailers to automate responses to store performance and monitor compliance to these instructions. Kepler does not act like a software provider nor do we see ourselves as one. We are a business partner assisting retailers to maximise their bricks and mortar environment. Our Kway engagement structure ensures we are supportive and as involved as necessary in your business.

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AcuitySpark

Visionet

It mines deep, actionable knowledge about consumers and their preferences an interactions across engagement channels, enabling businesses to: Align sales, marketing, and operations around customer expectations, deliver a consistent customer experience based on intimate knowledge, offer convenient, responsive, and personalized products and services at the right time, optimize business operations by closing the gap from insights to action. Customer churn prediction based on machine learning. Customer segmentation analysis based on recency, frequency, and monetary value of visits. Align safety stocks and minimize the risk of overstocking. Customer-centric sales, marketing, finance and operations. Offer convenient, responsive, and personalized products and services at the right time. Optimize business operations by closing the gap from insights to action. Design customer-centric promotions and campaigns.

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Quotient for Retailers

Quotient Technology

Today's consumers shop in both the physical and digital retail space. To maximize sales and drive loyalty, retailers must deliver a personalized omnichannel shopper experience, targeted to meet specific consumer needs. Quotient for Retailers provides the technology and demand that powers leading retailers’ performance media and promotions platforms. Retailers can leverage their proprietary sales data and digital properties to provide innovative retail marketing solutions for their brand partners that achieve scale and measurable impact—all while delivering an exceptional shopping experience. We build lucrative, brand-funded performance media businesses for retailers that enhance the shopper experience and enable advertisers to increase sales through integrated onsite and offsite media.

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Spotlight Retail Analytics

Nuqleous

Successful retailers and consumer product companies rely on accurate, accessible data. Our innovative software delivers faster results with a higher degree of accuracy, freeing your team to focus on strategic initiatives and value-added activities. Successful retail companies rely on the effective analysis of complex data. Spotlight helps you unlock the power of your retail data. While daily downloads and aggregation are essential, they can absorb valuable time and effort. With its rich, out-of-the-box content, ad hoc reporting, efficient workflows, and mobile capabilities, Spotlight delivers actionable insights and accurate store item day data in a fraction of the time it takes to perform a manual analysis.

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Hypertrade

Hypertrade is a web-based Retail Collaboration Platform built by retail experts. We help our clients reinforce fundamentals, grow capabilities, drive organizational change or develop new concepts and business models. We provide Category Management and Customer Behavior Insights through data collaboration and optimizing range, assortment, and promotions.

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Halla

The only human preference engine built exclusively for grocery. Imagine the power to predict what a shopper will want before they know they want it. Taste Intelligence is a patented digital solution that leverages over 100 billion shopper + product data points to comprehend, accurately recommend and promote what grocery item a person will want to buy next. See how grocers use Taste Intelligence to equip customers with the ability to find the items they want, and those items they will want. Halla delivers personalized grocery curation that outclasses even the retail tech giants’ abilities to understand, suggest and predict what customers will want next. Increase basket size + lift sales, offer personalized CX in real-time, increase fulfillment rates, power 1:1 experiences in-store & online via one engine. Boost your return on invested capital with a self-learning system that gets smarter with every transaction.

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WingArc Retail Analytics

WingArc

WingArc Retail Analytics helps you understand your customers, reduce costs, and measure your marketing. Use your existing security camera infrastructure to count traffic and generate heat maps of customer activity. Integrate with Point of Sale data to calculate capture rate, conversions, and average transaction value. Build staff rosters based on accurate traffic predictions. Use your resources efficiently and maximise sales potential. Understand store performance through interactive dashboards and automated scheduled reporting. A comprehensive retail analytics platform that levels the playing field for physical stores with deep insights into in-store customer behaviour. Now you can understand your customers — and potential customers — with data like never before, just like your online counterparts. We leverage your existing security camera infrastructure to analyse activity wherever those cameras are pointing. That means you can track passing foot traffic, count customers entering and

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Mastercard SpendingPulse

Mastercard Data & Services

SpendingPulse Next Generation is currently available across ten sectors – including restaurants, lodging and total retail. It showcases spend analysis at the county and DMA-level, while enabling comparison of in-store versus online spending. Use SpendingPulse Next Generation to contextualize performance against key industry sectors, act on differences in consumer buying trends at granular geographic levels, and capitalize on channel shifts in consumer spending. Backed by a team of expert economists, Mastercard SpendingPulse provides market intelligence based on national retail sales across all payments types. Our SpendingPulse findings are based on aggregated sales activity in the Mastercard payments network, coupled with survey based estimates for certain other payment forms, such as cash and check.

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SymphonyAI Retail/CPG

SymphonyAI

SymphonyAI Retail/CPG is a cutting-edge platform designed to transform the retail and consumer packaged goods (CPG) industries through AI-driven insights and advanced analytics. It empowers businesses to optimize supply chain operations, enhance demand forecasting, and improve customer experiences by leveraging real-time data and machine learning models. The platform enables retailers and manufacturers to make informed decisions, from pricing and promotions to inventory management and product assortment. SymphonyAI Retail/CPG focuses on driving measurable outcomes, such as increased sales, reduced waste, and improved operational efficiency, while fostering a customer-centric approach. With its scalable, flexible, and integrative capabilities, it is an ideal solution for businesses aiming to stay competitive in a rapidly evolving market.

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ShopperMX

InContext Solutions

With our ShopperMX platform retailers and brands quickly learn how their in-store merchandising ideas will resonate with shoppers. Virtual technology eliminates the expense and time of building physical merchandising sets when you're planning. We uncover unique shopper insights available only through virtual techniques. Our platform, ShopperMX, enables virtual prototyping and test-n-learn resulting in 90% savings, 10x faster results, and 3x more data than in-store testing.

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StayinFront RDI Sales View

StayinFront RDI

Fast identification of retail issues for key account managers. A daily dashboard of actionable insights to manage business performance in real time with the flexibility to configure reports to match your KPIs. Identify distribution changes and out-of-stocks, track new product introductions, and identify opportunities to improve promotional execution by store by SKU. Obtain greater and more accurate information that is not possible with manual data collection. Our self-learning algorithms save companies time, eliminate human error and deliver accuracy levels up to 96%+. StayinFront Digital is a revolutionary way to boost field rep productivity and gain new insights into shelf conditions. Interactive Shelf leverages digital images to create a visual, easy-to-use, interactive interface that allows reps to complete in-store activities quickly and accurately to optimize the Perfect Store.

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Nexite

Meet the platform that transforms your physical merchandise into smart, digital communicators, uniting online and in-store channels, wherever your customers are. The Connected Merchandise Platform routes real-time data automatically flowing in from every product through fixed readers, and processes it in the cloud to reveal an entire world of insights and digital solutions. Meet NanoBT. The first ever long-range communication technology that runs completely battery-free, turning retail fantasy into reality: A continuous stream of real-time data flowing from your merchandise itself. Small enough to stitch into anything. Inexpensive enough to put inside everything. No more scanning, no more guessing, no more manual anything. Period. NanoBT changes everything. Just imagine the magical experiences you can give your customers when all your merchandise is connected. Give tailored product recommendations based on what’s in shoppers’ closets.

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CatmanAi

Singular Intelligence

Using AI and enhanced data, CatmanAi can deliver more accurate and reliable outcomes than traditional, manual prediction methods, helping you make more accurate and reliable business decisions to improve your volume, value, share, & profit performance. Sign up for the ultimate forecasting and analysis platform for the consumer retail market. Consumer trends, true incremental sales by channel, product format, regions, and consumer segments. Conduct sensitivity analysis to understand the most critical assumptions and assess risks. Why and how a new product will grow the category. More accurate with innovative AI modeling and enhanced data. Automated, Augmented scenarios and evaluation for the most optimal decision. Forecasting with an understanding of all causal factors and total marketplace interaction. Evolving market and business drivers in the short and long term. Why and how a new product will grow the category. More accurate with innovative AI modeling and enhanced data.

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Pensa

Pensa Systems

Pensa flags and reports on stockouts and predicts low stock. Real-time actionable data is collected faster, more frequently, with greater accuracy and at a lower cost. It can compare shelf performance of a major brand against a competitorfor stockouts, share of shelf and other shelf conditions impacting revenue. Understanding how consumers (or third-party pickers) are replacing your products in out-of-stock situations is critical to your incremental growth. Pensa’s continuous shelf signal provides you a view at scale of how real shoppers are making real choices about your brands and those of your competitors. Inaccuracies in POS and perpetual inventory data feeding your demand forecast models can lead to big problems downstream. Pensa’s real-time shelf signal shows true demand when combined with trailing indicators like POS data and will help correct inventory drift and errors to drastically improve the accuracy of your demand forecast.

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Swiftly

Enrich your loyalty program through robust customer data and modernized personalization that drives more rewards for everyone. Ready to see what happens when you have the digital tools and systems retail giants depend on? Our next-level technology solutions even the playing field, connecting you with your customers and increasing your bottom line. Whether they’re browsing the store, picking up at the curb, or looking for home delivery, give your customers the option to shop on their time, their way, anytime. Our data-rich and machine-learning solutions we provide a snapshot into individual customer behavior, giving you the data you need to build personalized connections and lifetime loyalty and value. Using 1st-party data and deep insights, we identify content that speaks to customers individually, allowing you to target and engage them along every step of their retail journey. Create loyalty and drive engagement with customers by offering recommendations, offers and incentives.

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Trigo

Trigo tech powers grocery stores with market-leading frictionless checkout and digitized operations. AI-driven and fully automated, our proven solution layers digital commerce capabilities onto existing spaces with zero downtime to the business. Seamless, accurate, personal, and 100% secure shopping experience. Proven performance at the world’s leading retailers. Conversion led by Trigo’s experts digitizes stores in no time. Hardware and software are deployed overnight when the store is closed so there is no disruption to the business. Proprietary algorithms learn customers' and product patterns to ensure a 100% accurate and natural shopping experience once live. Instantly upgrade the shopping experience with ongoing support from Trigo’s experts. Real-time 3D interior modeling and positioning from every angle. Proprietary neural networks detect thousands of items and user journeys. Extremely high accuracy in a hyper-crowded environment.

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Everseen

Improve your customer experience through a holistic view of your entire business process. Track a day in the life of a product from the distribution center to the back of the store, shelf, through to the shopper's bags. Adaptive and orchestrated retail intelligence when and where you need it. Actioning the moments that matter most with customers, associates, and vendors. Everseen's Visual AI™ Platform is a rapid Application Builder integrating existing systems, applications, and sensors and applying AI to identify previously unseen and unmeasurable problems. Everseen Visual AI works across the entire supply chain to reduce shrink and increase perpetual inventory accuracy. Seamless integration to any camera, any device, any system, any sensor on any cloud, on any edge. Build large-scale data, video, and sensor pipelines. Visual AI™ and Data powering human-centric designed AI expert systems. Enterprise-wide problem mapping and linking.

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NielsenIQ SmartStore

NielsenIQ

With NielsenIQ SmartStore, you get insight into your shoppers that allows you to drive in-store product merchandising, be an influencer with retailers, and stay ahead of changing shopper trends. Mirror any in-store shopping experience with a virtual store environment. Find the “why behind the buy” through a remote testing system, giving you the data to design an aisle, department, shelf, and store that improves your results. Discover a virtual shopping experience designed to radically transform CPG/FMCG research. With SmartStore, you can create remarkably realistic and immersive three-dimensional, 360-degree store simulations. Leverage immersive testing capabilities away from your competitors, without disruption at the shelf, and with data to back up your recommendations.

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NielsenIQ Brandbank

NielsenIQ

There is no need to ‘shop and shoot’ competitor products or compile content from hundreds of brands ever again with planogram information available at the brand's fingertips using NielsenIQ Brandbank’s Planogram Solutions. Access precise dimensions for both shelf ready packs and single units, creating accurate and consistent planograms. Utilizing our space planning software, brands can reduce the cost and effort in sourcing planogram content by accessing our online database and storing images and dimensions from thousands of brands across a spectrum of categories. Source competitor products from your category and utilize the product information to build the perfect planogram to share with retailers. Simplify the process of space planning by creating, managing and distributing merchandising information using one trusted source.

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Store Visualizer

VTales graphics

The very high-definition image quality offered by Store Visualizer will meet both your aesthetic needs and your performance requirements. Get a realistic picture of a wide range of materials such as cardboard, plasticized and laminated surfaces, glass, aluminum, etc. View all types of shapes, from very simple shapes to highly complex ones. Realtime ray tracing & refraction and interactive liquid simulation and animation. Simulate lighting and shadowing for a highly realistic representation of your products. Add exceptional high-resolution graphics on packages (labels or cardboard boxes) and color reproduction. Easily focus on any object without losing image quality or detail. The consumer insights module allows you to understand and hyper-target your ideal consumer through eye-tracking, heat maps, and visual behavior analysis in a 3D virtual store that you create. Create or upload a planogram in Store Visualizer to create any 3D virtual store and display your product.

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DISPL

DISPL is a global software vendor providing solutions for outdoor and indoor marketing automation based on AI algorithms. Our product includes: - Digital signage with real-time views analytics - Visitor Insights with demographic data, CJMs and heatmaps - Pre-made template library - Real-time targeting and trigger-based content - Programmatic ad exchange - Hardware map with remote monitoring and management

Starting Price: $8 per month

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Fyma

Our data and insights help you unlock the full potential of your commercial real estate and retail portfolio. Gain a deeper understanding of market trends, identify areas of opportunity, and make informed decisions based on insights. Fyma helps improve the customer experience, maximize sales and revenue, and enhance operational efficiency for shopping center operators. Our retail solution provides real-time analytics and alerts, historical analysis, and can integrate with other retail systems for seamless operations. Our mobility data solution is designed to provide comprehensive insights into transportation networks and patterns around your property. The platform collects and analyzes data on traffic volume, modal share, movement patterns and congestion - providing real-time updates and historical analysis. The system can detect available spaces and guide drivers to them, reducing congestion and improving the overall parking experience.

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SeeWare

SeeChange

Our state-of-the-art recognition platform, SeeWare®, offers a modular and scalable architecture designed to interpret and understand the real world. This enables a deep understanding of activity in physical locations, unlocking insights that improve and optimize operations for a truly unified retail estate. Using existing infrastructure, SeeChange’s innovative solutions tackle the most challenging problems facing retailers. Reduce friction at self-checkout for an improved shopping experience and reduced inventory inaccuracies, whilst enjoying increased sales and profitability. Spill detection offers retailers the opportunity to take control of these challenges. Our award-winning spill detection solution uses existing CCTV infrastructure to quickly detect liquid spills and debris, delivering real-time alerts to reduce risks and prevent accidents.

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Just Walk Out

Amazon

Elevate the retail experience with Just Walk Out technology. Just Walk Out technology allows businesses to offer consumers a fast, frictionless way to shop without the hassle of checking out. Just Walk Out technology simplifies the shopping experience by removing checkout and helping consumers to get in and out quickly and seamlessly. Ingests hundreds of megabytes of data per second so you can query data in near real time and build low latency analytics applications for fraud detection, live leaderboards, and IoT. Use Just Walk Out Analytics to create more productive planograms through improved selection and to set profitable promotions to build bigger baskets. With Just Walk Out Analytics, improve efficiency by scheduling staff where you need them most, and refine production and inventory levels to shrink waste.

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Impact Analytics

Staying ahead requires smart and precise data-driven decisions. Transform your retail, grocery, CPG, or supply chain business with our next-gen SaaS solutions. We turn your data into actionable insights that drive bottom-line growth. Leverage our AI powered SaaS solutions across your entire value chain. ADA, our AI powered Forecasting Engine, enables cutting edge predictive solutions for retail, CPG, and grocery verticals. We are building the best-in-class retail AI solution, to unlock the power of artificial intelligence for our users, in easy-to-use workflows. We maximize the potential of our users by automating repetitive calculations and leveraging machine learning to identify patterns. We strive to help our users run smarter and more profitable businesses.

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SPOT

Increase productivity and reduce costs on store management, category management, warehouse management, consumer analytics, security, and more. Our mission is to obtain and process data from the physical world with artificial intelligence to empower businesses to increase revenue and optimize operational processes. Stop losing money and sales opportunities every time a product is out of stock. Discover what products are out of stock in real-time, what category of products is getting more interactions, how well is your store layout working, and much more. Unlock a new revenue opportunity and increase the productivity of your staff. Obtain data on the sales opportunity that the mall or retail generates by analyzing the number of people coming in and out. Compare this date with the amount of sales tickets to get the conversion rate to obtain the effectiveness of each store or mall. Reduce costs with real-time analytics of the occupation space in your warehouse.

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dunnhumby Shop

dunnhumby

In today’s fast-moving world, a deep understanding of what your shoppers need is everything. Retailers and brands around the globe rely on dunnhumby Shop to turn insights into actions that put their customers first. Navigating the ever-evolving grocery landscape demands an in-depth understanding of changing shopper behaviors. From what they want and when they want it, through to how they want to buy it, exceptional shopping experiences start with up-to-the-minute insight into shifting customer needs. Today, like always, dunnhumby Shop delivers a cutting-edge solution to that challenge. Powered by best-in-class science and granular data from almost one billion customers around the world, Shop offers insightful, on-demand answers to grocery retail’s biggest questions. With 17,000 users across 42 countries, dunnhumby Shop builds on 20 years of heritage and learning to set new standards for customer analytics.

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Encompass Retail Hub

Streamline how you operate by digitally connecting with distributors and suppliers to meet rapidly changing consumer demands. We seamlessly connect retailers across the three-tier supply chain, with applications that extend beyond the walls of your operation to enable tier-to-tier automation, simplification, sales and inventory insights, ecommerce, and payment processing. Our suite of applications for retailers is designed to connect you to distributors, suppliers, and consumer data to drive growth while improving operational efficiencies and reducing expenses through data-driven insights and actions. Maximize sales and minimize empty shelves with rich, actionable POS insights and enhanced distributor sales rep execution. Order from all of your distributors at once, anywhere, anytime, on any device. Modern, integrated payments help you save time and eliminate manual processes.

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Augmodo

Augmodo is a spatial AI platform designed to transform retail operations by enabling real-time inventory tracking and task management through wearable SmartBadges. These passive devices, worn by store associates, utilize computer vision and spatial computing to generate live 3D maps of store environments, facilitating accurate shelf inventory assessments and dynamic planogram updates multiple times daily. The accompanying SpatialView analytics platform offers executives and brand partners immediate visibility into shelf conditions, enhancing decision-making processes. Augmodo's system is scalable, requiring less than 30 minutes to set up in new stores, and operates with low capital expenditure, capturing ten times more data at a hundredth of the cost compared to traditional methods. The technology supports various operational improvements, including tracking out-of-stock items, optimizing associate time, ensuring planogram and promotion compliance.

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Best Retail Intelligence Software - Page 3

Compare the Top Retail Intelligence Software as of May 2026 - Page 3