Best Retail Analytics Software - Page 17

How Many Retail Analytics Software Products Does G2 Track?

Total Products under this Category: 249

Category Stats (Oct 2026)

  • Average Rating: 4.43/5 (↑0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Accelerated Analytics, LLC (+16.67%) - Among all products in this category, Accelerated Analytics, LLC recorded the largest rating increase compared to last month

Last updated: October 20, 2026

How Does G2 Rank Retail Analytics Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,300+ Authentic Reviews
  • 249+ 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 Analytics Software

G2 Grid® for Retail Analytics Software plotting products by satisfaction and market presence

Highlighted products: Shopify POS, Crisp Data Platform, Board, Stackline, Dataweave, SPS Commerce Analytics, Epos Now, and SMS Storetraffic T.M.A.S..

Underlying data: [Grid® JSON](https://www.g2.com/categories/retail-analytics/grids.json?focus%5B%5D=shopify-shopify-pos&focus%5B%5D=crisp-data-platform&focus%5B%5D=board&focus%5B%5D=stackline&focus%5B%5D=dataweave&focus%5B%5D=sps-commerce-analytics&focus%5B%5D=epos-now&focus%5B%5D=sms-storetraffic-sms-storetraffic-t-m-a-s)

Vendormint

Vendormint is a tech-enabled service platform that helps retail suppliers recover lost revenue and improve compliance by resolving deductions, chargebacks, and retailer fines. We specialize in deduction management for suppliers selling into major brick-and-mortar retailers, including audits for shortages, overages, and operational fines related to on-time delivery, labeling, and ASN issues. Vendormint combines expert-led dispute management with technology-driven workflows to identify claim opportunities, automate documentation, and maximize recovery outcomes. Whether suppliers need historical audits or ongoing compliance support, Vendormint reduces internal workload and accelerates cash flow recovery—giving vendors the clarity and control they need to protect their margins.

Who Is the Company Behind Vendormint?

VIA|central office

How useful is your data? VIA|central office is our flexible analytics platform specifically for retail in-store data, designed to give the store operations team the data they need, when they need it. 🔀 With countless integrations, VIA|central office can collect all kinds of data like traffic, customer sentiment, eCommerce metrics, and more. 📊 Our platform seamlessly collects store data and processes it into easy to digest formats, so team members can quickly interpret the data they need. 🤝 Through clever distribution processes, VIA|central office can get the right data to the right teams, at the right time. It can also handshake with other key platforms, such as marketing, finance, and operations, so key decisions can be quickly executed. With a variety of useful data that can be interpreted, and then efficiently used to execute key actions, VIA|central office empowers The Intelligent Store.

Who Is the Company Behind VIA|central office?

Video Analysis System

The Video Analysis system is a complete hardware and software solution providing insights from the movement of people in various spaces. The system supports end-users with unique information on the behavior of shoppers. Combining the information collected from camera images and other dedicated sensors with data from transactional systems and CRM/ERP class systems, among other sources, gives the term "big data" a whole new practical meaning. VA system converts shopper foot traffic, movement, and shopper behavior into colorful, easy-to-understand dashboards and KPIs such as traffic, conversions, queue time, heat maps, and customer movement. It also provides in-depth, reliable, and timely insight into how shoppers are responding to specific store layout, merchandising, staffing, marketing, and promotions, allowing the companies to maximize benefits for the organization and, most of all, optimizing the delivery chain and increasing turnover.The Video Analysis system is a complete hardware and software solution providing insights from the movement of people in various spaces. The system supports end-users with unique information on the behavior of shoppers. Combining the information collected from camera images and other dedicated sensors with data from transactional systems and CRM/ERP class systems, among other sources, gives the term "big data" a whole new practical meaning. VA system converts shopper foot traffic, movement, and shopper behavior into colorful, easy-to-understand dashboards and KPIs such as traffic, conversions, queue time, heat maps, and customer movement. It also provides in-depth, reliable, and timely insight into how shoppers are responding to specific store layout, merchandising, staffing, marketing, and promotions, allowing the companies to maximize benefits for the organization and, most of all, optimizing the delivery chain and increasing turnover.

Who Is the Company Behind Video Analysis System?

  • Seller: StayinFront
  • HQ Location: Fairfield, US
  • Twitter: @StayinFront
    800 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    330 employees on LinkedIn®

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Vision Group Retail

Vision Group Retail is a retail execution and category management software platform for consumer packaged goods manufacturers and retailers. The company is privately held, founded in 2016, and headquartered in Hauppauge, New York, with a registered office in Virginia and teams in around ten countries. Its technology uses computer vision and AI to turn images and data from stores into structured information that commercial, category, and operations teams can act on. The product family covers three main areas: planning, execution, and optimization of shelves and assets across large store networks. Key capabilities include: • Product digitization and digital image library for SKUs, including images, dimensions, and key attributes. • Space planning and planogram tools that build, edit, and convert layouts from product libraries, PDFs, and shelf photos. • Image recognition that reads shelf and cooler photos to detect product presence, facings, pricing, and basic compliance metrics. • IoT and autonomous retail modules that monitor connected equipment, such as branded coolers, to track status, activity, and basic stock levels. Customers use Vision Group Retail to connect retail plans with what actually happens in stores and to replace manual checks with near real time feedback from images and devices. Typical users include category managers, space planners, trade and revenue management teams, field sales and merchandising organizations, and retail operations and analytics teams at CPG manufacturers and retailers. The platform is generally adopted by large CPG manufacturers and retailers operating across many outlets that want a single environment for product data, shelf planning, execution tracking, and basic performance analysis.

Who Is the Company Behind Vision Group Retail?

Vitrac

Vitrac is a visual retail analytics and visitor counting platform that uses AI cameras to track foot traffic, customer demographics, and in-store conversion rates for brick-and-mortar retail locations. Vitrac by TASS Vision is a SaaS-based location intelligence and retail analytics platform designed to measure and analyze physical store traffic. The system utilizes proprietary AI-powered cameras to capture in-store customer behavior, providing retailers with objective data on foot traffic and customer interactions. By integrating with existing POS, ERP, or DMS systems, Vitrac allows retail managers to calculate accurate walk-in-to-purchase conversion rates. The software uses computer vision to automatically exclude store employees and repeat entries from the overall traffic count, ensuring that conversion metrics are based solely on unique visitor data. Core Capabilities include: Visitor Counting & Staff Exclusion: Automated footfall tracking that identifies and filters out store personnel to maintain data accuracy (up to 99% counting accuracy). Demographic Analytics: Estimates the age and gender of visitors to help align physical store traffic with target marketing audiences. Group Recognition: Identifies families or couples shopping together, counting them as a single buying unit for more accurate unique visitor metrics. Storefront Conversion: Analyzes street-level pedestrian traffic outside the store to measure the effectiveness of window displays at drawing visitors inside. Operational Optimization: Tracks peak traffic hours and queue lengths to provide data-driven recommendations for staff scheduling. Anomaly Detection (Vitrac GPT): An AI module that analyzes behavioral data to predict anomalies and provide automated operational insights. Architecture and Security: Vitrac operates on a plug-and-play hardware model. The system processes video data at the edge, encrypting all information before sending it to cloud dashboards. It relies on object recognition rather than personal facial recognition, ensuring compliance with data privacy standards and maintaining customer anonymity.

Who Is the Company Behind Vitrac?

What The Shop

WHAT THE SHOP IS A MARKETING PLATFORM WHICH HELPS RETAILERS TO UNDERSTAND THE SHOPPER'S IN-STORE BEHAVIOR AND IMPROVE THE CUSTOMER EXPERIENCE

Who Is the Company Behind What The Shop?

Wunderdata

The best business intelligence and reporting tool for online shops.

Who Is the Company Behind Wunderdata?

Zebra Workcloud Forecasting & Analysis

Access a library of proven algorithms designed to address use cases across forecasting, demand sensing, optimization and more. Empower transformation with no code / low code interfaces. Configure science to meaningful business value, while providing analysis tools that unify demand intelligence for easier consumption. With Workcloud Forecasting and Analysis powered by antuit.ai, you’ll receive the intelligence, insights, and innovation to drive greater value for your organization. Key benefits realized by some of our customers: - $1.5-3M in Annual Profit Increase - $250-450K Ongoing Inventory Savings Gain data-driven insights for smarter decision-making through intelligent forecasting, pricing and demand analysis to accurately understand and predict customer demand. Zebra (NASDAQ: ZBRA) provides the tools to help businesses grow with asset visibility, connected frontline workers and intelligent automation. The company operates in more than 100 countries, and our customers include over 80% of the Fortune 500. Designed for the frontline, Zebra’s award-winning portfolio includes hardware, software, and services, all backed by our 50+ years of innovation and global partner ecosystem. Learn more: https://www.zebra.com/us/en/software/workcloud-solutions/workcloud-demand-intelligence-suite/workcloud-forecasting-analysis.html

Who Is the Company Behind Zebra Workcloud Forecasting & Analysis?

  • Seller: Zebra Technologies
  • Year Founded: 1969
  • HQ Location: Lincolnshire, IL
  • Twitter: @ZebraTechnology
    33,009 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11,791 employees on LinkedIn®
  • Ownership: NASDAQ:ZBRA

Zebra Workcloud Pricing & Allocation

An orchestrated inventory management solution that connects in-season execution to maximize visibility, mitigate risks, and drive organizational collaboration. AI maximizes your omnichannel ROI across purchasing, placement, and pricing to drive customer adoption, which results in profitability and greater customer satisfaction. With Zebra Workcloud Pricing and Allocation powered by antuit.ai, you’ll be prepared to tackle today’s retail challenges in a myriad of changing market conditions. Key benefits realized by some of our customers: - In season Sell-thru: +4-11% and Gross Margin: +3-5% - Late season Sell-thru: +8-18% and Gross Margin: +3-5% - Reduce % of Discounted Sales Gain data-driven insights for smarter decision-making through intelligent forecasting, pricing and demand analysis to accurately understand and predict customer demand. Zebra (NASDAQ: ZBRA) provides the tools to help businesses grow with asset visibility, connected frontline workers and intelligent automation. The company operates in more than 100 countries, and our customers include over 80% of the Fortune 500. Designed for the frontline, Zebra’s award-winning portfolio includes hardware, software, and services, all backed by our 50+ years of innovation and global partner ecosystem. Learn more: https://www.zebra.com/us/en/software/workcloud-solutions/workcloud-demand-intelligence-suite/workcloud-pricing-allocation.html

Who Is the Company Behind Zebra Workcloud Pricing & Allocation?

  • Seller: Zebra Technologies
  • Year Founded: 1969
  • HQ Location: Lincolnshire, IL
  • Twitter: @ZebraTechnology
    33,009 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11,791 employees on LinkedIn®
  • Ownership: NASDAQ:ZBRA
Subhransu Sahu
SS
Researched and written by Subhransu Sahu
Updated October 3, 2024