Best Retail Analytics Software - Page 14

How Many Retail Analytics Software Products Does G2 Track?

Total Products under this Category: 245

Category Stats (Sep 2026)

  • Average Rating: 4.42/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Epos Now (+1.71%) - Among all products in this category, Epos Now recorded the largest rating increase compared to last month

Last updated: September 15, 2026

How Does G2 Rank Retail Analytics Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,200+ Authentic Reviews
  • 245+ 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, SPS Commerce Analytics, Epos Now, SMS Storetraffic T.M.A.S., and Dataweave.

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=sps-commerce-analytics&focus%5B%5D=epos-now&focus%5B%5D=sms-storetraffic-sms-storetraffic-t-m-a-s&focus%5B%5D=dataweave)

Nomad Go

NomadGo is an AI-driven platform that revolutionizes inventory management by digitizing physical spaces through computer vision and augmented reality (AR). Its flagship product, METAshelf™, creates a digital twin of any environment, enabling businesses to automate inventory counts, enhance decision-making, and streamline supply chain operations.

Who Is the Company Behind Nomad Go?

Nural In-shop Promoter Management Software

Nural's in-shop promoter management software. It offers a robust solution to effectively manage and coordinate in-store promoters, optimizing their performance and ensuring seamless execution of promotional activities. Nural ISp integrates well with Nural DMS, thus maximizing Sales throughput. Nural ISP enhances your in-shop marketing efforts with ease.

Who Is the Company Behind Nural In-shop Promoter Management Software?

  • Seller: Nural
  • Year Founded: 2020
  • HQ Location: Gurugram, IN
  • Twitter: @nuraltech
    58 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    36 employees on LinkedIn®

NymbleUp

NymbleUp is a workforce and operations management platform that helps retail and hospitality businesses streamline execution, optimize workforce planning, manage compliance, and analyze in-store activities using AI-driven tools. The platform digitizes operational SOPs, automates incident tracking, predicts staffing needs, and uses computer vision analytics to provide insights into customer behavior and operational efficiency. Typical users includes QSR Chains, Fashion and Apparel, Hotel Chains, Grocery & Supermarkets, Restaurant Chains. Currently live across 3,000+ stores in India, the UAE, and Southeast Asia, NymbleUp powers efficiency and consistency for industry leaders like Domino’s, Starbucks, Burger King, Third Wave Coffee, Bata, Good Flippin’ Burgers, and more. Key features and functionalities include: *SOP and Compliance Management: Converts traditional SOP documents into digital workflows for consistent execution across all locations. *Real-Time Incident Management: Allows teams to raise, track, and resolve operational issues, ensuring faster problem resolution. *Computer Vision Video Analytics: Analyzes store activities, customer interactions, and employee behavior to provide actionable operational data. *Predictive Workforce Scheduling: Uses AI to forecast labor demand and generate optimized shift schedules based on operational needs and employee availability. NymbleUp integrates with POS and HR systems and offers both mobile and desktop access, making it practical for teams working in dynamic, multi-location environments. It is used to improve operational compliance, reduce inefficiencies, and optimize workforce deployment across stores.

Who Is the Company Behind NymbleUp?

OmniGraph

Our mission is to create easy-to-use, innovative solutions that transform retail operations. By combining advanced analytics with AI-powered insights, we simplify complex decision-making. Whether it’s understanding trends, solving challenges, or planning for the future, we help businesses make smarter, data-driven decisions effortlessly.

Who Is the Company Behind OmniGraph?

OMO GMP

OMO GMP is an AI-powered Online-Merge-Offline (OMO platform designed to revolutionize retail and marketing strategies by seamlessly integrating online and offline operations. It offers a comprehensive suite of tools that automate omnichannel marketing, enhance customer engagement, and optimize business processes, enabling retailers to maximize revenue and drive growth. Key Features and Functionality: - Efficient Point-of-Sales (POS System: Facilitates fast, secure, and convenient transactions both online and offline, streamlining the checkout process. - Seamless Online and Mobile Shop Integration: Provides a fully integrated e-commerce presence, ensuring a consistent and engaging shopping experience across all digital platforms. - Advanced Product & Inventory Management: Offers streamlined cataloging and lifecycle tracking, utilizing predictive analytics to maintain optimal stock levels and minimize overstock or understock scenarios. - Rich Business Messaging (RBM: Engages and converts targeted leads through personalized promotions, driving membership growth and sustained brand interaction. - Comprehensive Omnichannel Marketing: Establishes a consistent brand narrative across all customer touchpoints, from online to offline, ensuring cohesive messaging. - Advanced Marketing Automation: Simplifies marketing workflows by uniting tasks in one workspace, allowing for personalized tips and efficient deal management. - Live Chat and Chatbots: Provides immediate customer support through intelligent chat solutions, enhancing customer satisfaction and engagement. - Chat Intelligence: Gathers valuable insights from customer interactions, enabling better decision-making and improved service strategies. Primary Value and Solutions for Users: OMO GMP addresses the challenges of integrating online and offline retail operations by providing a unified platform that enhances efficiency and customer engagement. By automating marketing processes and offering real-time analytics, it empowers businesses to make data-driven decisions, optimize inventory management, and deliver personalized customer experiences. This holistic approach not only streamlines operations but also drives revenue growth and strengthens brand loyalty.

Who Is the Company Behind OMO GMP?

Optimum Retailing

Optimum Retailing bridges the gap between retail strategy and store execution. Our AI-powered platform transforms merchandising plans into store-specific solutions, connects teams seamlessly, and returns valuable insights to headquarters - delivering stronger execution, smarter decisions, and improved profitability across your network. With OR, every team can accomplish more with less time, effort, and friction – creating better experiences for employees and customers. Product Details: Optimize Every Store: Equipping teams with agentic AI tools like Realgram AI for automated, store-specific planograms, RFID product tracking, and Automated Photo Compliance - enabling flawless execution, improving sell-through, and supporting sustainable operations at every store. Insights for Smarter Decisions: Delivering store-level analytics, predictive insights, and advanced data integration - empowering retailers to make smarter decisions, enhance in-season performance, and confidently plan for the future. Enhancing Collaboration: Connecting HQ and frontline teams through centralized messaging, shared assets, and real-time support via our built-in AI assistant - streamlining execution and training, and improving efficiency across all locations. Ticket Management: Simplifying issue resolution with automated ticket routing, built-in triage logic, and AI-powered support - ensuring problems are addressed quickly and accurately.

Who Is the Company Behind Optimum Retailing?

Osmos

Osmos is a composable, omnichannel retail media operating system for retailers, marketplaces and commerce businesses. It connects ad serving, audience activation, advertiser self-serve, campaign operations, billing and measurement across onsite, offsite and in-store media. Retail media becomes harder to scale when these capabilities sit in separate systems. Osmos brings them into one operating model. Teams can deploy the complete platform or add individual apps alongside their existing technology. Every experience can be white-labelled, helping retailers retain control of their data, advertiser relationships and commercial model. I. Osmos Onsite Media Osmos Onsite Media helps retailers monetize high-intent traffic across their websites and apps without compromising the shopper experience. 1. Sponsored Product Ads: Launch auction-based product campaigns with keyword and product targeting, bid and budget controls, campaign delivery and SKU-level reporting. 2. Product Display Ads: Combine product context with premium display creative, using audience, geographic, store and keyword targeting. 3. Display Ads: Create native display campaigns with custom formats, audience targeting, forecasting and campaign reporting. 4. Video Ads: Deliver fast-loading video campaigns with automated quality checks and video engagement analytics. 5. Shoppable Video: Connect video storytelling with product discovery through interactive, commerce-ready experiences. 6. House Ads: Use available inventory for retailer promotions and internal campaigns through the same campaign workflow. II. Osmos Offsite Media Osmos Offsite Media helps retailers extend first-party commerce audiences beyond owned properties while keeping retailer governance and economics at the center. 1. Audience Builder: Create addressable segments from first-party commerce and behavioral signals for activation across channels. 2. Offsite Campaign Manager: Plan, launch and monitor campaigns across supported external media platforms from one white-labelled workflow. 3. Audience Monetization: Package valuable first-party audiences with retailer-defined pricing, channel markups and data controls. 4. Audience Extension and Retargeting: Reach high-intent shoppers beyond retailer properties and bring them back into the commerce journey. 5. Unified Offsite Reporting: Compare channel and campaign performance through a connected reporting experience. III. Osmos In-store Media Osmos In-store Media brings digital and non-digital store inventory into the same retail media operating model. 1. Digital Screen Monetization: Turn connected screens into bookable, targetable and measurable media inventory. 2. Analog Inventory Booking: Replace spreadsheet-based planning with centralized booking and availability management for physical media assets. 3. Screen and CMS Management: Manage screens, content, playlists and playback from one console across locations and formats. 4. Proof of Play: Give teams and advertisers verifiable playback logs, screenshots and compliance evidence. 5. Store, Aisle and Screen Targeting: Plan campaigns against specific locations, store sections, placements, screens and time windows. IV. Osmos Media Operations Osmos Media Operations connects the commercial and operational workflows required to run a retail media business at scale. 1. Advertiser Self-Serve: Give brands and agencies a white-labelled environment to plan, launch and monitor campaigns through controlled self-serve, assisted self-serve or managed-service workflows. 2. Order and Campaign Management: Manage omnichannel orders, campaigns, budgets, status and delivery through one operating workflow. 3. Creative and Asset Management: Centralize reusable assets and validate creative against format and brand requirements before launch. 4. Reviews and Approvals: Automate campaign and creative reviews through configurable parallel and hierarchical approval workflows. 5. Billing and Fund Management: Support prepaid wallets, credit lines, purchase orders, invoices, billing profiles and spend controls. 6. Inventory and Yield Management: Track availability, fill and monetization potential across digital and physical media inventory. 7. Media Planning and Forecasting: Forecast reach, impressions, inventory availability and campaign outcomes before launch. V. Osmos Measurement Osmos Measurement connects media activity to commerce outcomes across the funnel. 1. Omnichannel Reporting: Bring onsite, offsite and in-store performance into a connected reporting experience for retailers and advertisers. 2. Commerce Attribution: Measure how campaigns influence online and offline commerce outcomes, including sales attribution and online-to-offline measurement. 3. Audience Intelligence: Turn first-party commerce signals into audience insights, targeting segments and lookalike opportunities. 4. Integrations and APIs: Connect Osmos with ad servers, data platforms, billing systems, CRMs and the wider retailer technology stack. VI. Sofie: Agentic AI for retail media Sofie is Osmos' AI assistant for retail media teams. It helps teams investigate performance, identify issues, understand trends and move from insight to action more quickly. Proactive assistance: Surface performance issues and recommended actions without waiting for a manual analysis cycle. Retail media diagnostics: Answer operational questions and help teams understand campaign and program performance. Guided action: Recommend the next best action while keeping the retail media team in control. VII: Osmos Integrations 1. Connect Osmos with Google Ads, Google Shopping, Meta Ads, Instagram, YouTube, Snapchat, TikTok, DV360 and The Trade Desk for offsite campaign activation. 2. Extend creative and retail media workflows through Celtra and Pentaleap integrations. 3. Connect in-store inventory with programmatic demand through Perion/Hivestack, LMX by Moving Walls and Mobavenue DSP. 4. Integrate existing ad servers, CDPs, CRMs, DMPs, billing systems, payment gateways and reporting tools through Osmos APIs. 5. Ingest catalog and event data through APIs, JavaScript SDKs, FTP/SFTP, Amazon S3, Google Cloud Storage and supported measurement partners. 6. Support solution-specific connections with Salesforce, QubeWire/J2K, cinema TMS and programming systems. Modular by design Retailers can launch a complete retail media stack or introduce specific capabilities where their current technology has gaps. The result is one connected operating model for launching, running and scaling retail media—without forcing every business into the same stack.

Average Rating: 4.1/5.0

Total Reviews: 5

How Do G2 Users Rate Osmos?

  • Ease of Admin: 9.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Osmos?

  • Seller: Osmos
  • Year Founded: 2016
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    182 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Medium, 20% Large

What Do G2 Reviewers Say About Osmos?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the prompt and helpful customer support of Osmos, enhancing their overall experience significantly.
  • Users value the ease of use of Osmos, appreciating its straightforward interface and responsive support.
  • Users love the ease of campaign management in Osmos, benefiting from intuitive tools and responsive support.
  • Users value the ease of use of Osmos, finding campaign management and inventory control simple and effective.
  • Users value the customization options in Osmos, allowing tailored solutions for various advertiser goals and precise targeting.
Cons
  • Users note the limited reporting capabilities, with essential features often locked behind a Pro subscription.
  • Users find the complex setup challenging, particularly with advanced features and lacking intuitive workflows and guidance.
  • Users note inadequate reporting, suggesting improvements in techniques and parameters despite timely responses to requests.
  • Users find the platform's complexity challenging initially, with advanced features lacking intuitive workflows and guidance for newcomers.
  • Users find the difficult learning curve can hinder their ability to fully enjoy Osmos' advanced features.

What Are Recent G2 Reviews of Osmos?

What Are G2 Users Discussing About Osmos?

OttixHow

OttixHow is a retail sales and competitive analytics platform that uses AI to help retailers, brands, and distributors increase sales and profit margins by using data-driven competitive insights. OttixHow's AI-driven algorithms have a 99% matching accuracy and provide in-depth data intelligence about your products in the competitive marketplace. These insights are delivered through our online platform or can be integrated with your systems directly. OttixHow provides weightage of a match found which will be used to determine the accuracy of a product match. The higher the weightage of the match, the more likely it is that the product match is accurate. This information can be used by retailers to make better decisions about pricing, promotions, and sales.

Who Is the Company Behind OttixHow?

OVOPARK

OVOPARK Technology Co., Ltd. is a pioneering AI-driven retail technology innovator transforming retail operations through intelligent video analytics and cloud-based SaaS solutions. Our platform delivers comprehensive retail intelligence with precision analytics for customer footfall, dwell time & store heatmap, store performance management, shelf optimization, AI-powered staff training, and advanced loss prevention. We empower retailers worldwide with actionable insights to enhance customer experiences, optimize operational efficiency, and drive measurable revenue growth. With a proven global footprint serving 4,000 leading brands and 300,000+ retail locations across 50+ countries, OVOPARK is the trusted partner for data-driven retail transformation in the digital era.

Who Is the Company Behind OVOPARK?

  • Seller: OVOPARK
  • Year Founded: 2016
  • HQ Location: SINGAPORE, SG
  • LinkedIn® Page: www.linkedin.com
    61 employees on LinkedIn®

Panorama

Panorama AI is the only Retail Intelligence Platform designed to give brands the power of an advanced enterprise data science team at a fraction of the cost while consistently generating millions in revenue lift. With Panorama AI, brands have a single platform for predictive intelligence instead of disparate tools scattered across departments. Launch hyper-personalization, optimize marketing spend, improve inventory management, forecast demand, enrich product catalogs, and more with the only solution designed to embed AI-powered insights throughout your organization.

Who Is the Company Behind Panorama?

Pawa

PAWA is a technology solution designed in Quebec that helps propel business growth through data. PAWA is aimed specifically at manufacturers, distributors, agents and retailers. -PAWA Analytics allows you to integrate data and improve sales -PAWA Forecasts to plan, budget and forecast sales and support the S&OP process -PAWA Promotions allows you to optimize promotional investments -PAWA CRM allows you to orchestrate and monitor activities of sale

Average Rating: 4.3/5.0

Total Reviews: 2

Who Is the Company Behind Pawa?

  • Seller: dev-id
  • Year Founded: 2001
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Pawa?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use of Pawa, enabling efficient work across devices and offline functionality.
  • Users appreciate Pawa's efficiency, enabling smart actions without needing a laptop and functioning offline.
  • Users love the accessibility across devices and offline functionality of Pawa, making it convenient for any situation.
  • Users commend Pawa for enabling swift actionable insights from customer data, simplifying analysis and planning significantly.
  • Users find Pawa's automation capabilities invaluable for quickly generating actionable plans from raw data.
Cons
  • Users find the migration process to be time-consuming, with data transfer from Excel taking up to a week.
  • Users find the migration process time-consuming, with data transfer from Excel to Pawa taking a week.

What Are Recent G2 Reviews of Pawa?

Paygos

The Paygos Platform automates sales operations, incentive payments, retail execution and analytics, replacing fragmented manual processes. SALES ACCELERATION: Drive revenue growth - Promotional Ordering: Sales and clients can manage orders, promotions, budgets & distributors including returns across a unified platform - Rebate Management: Agreement approval and storage, automated calculation and validation with progress notifications and secure funds disbursement - Loyalty Payments: Incentive issuance and compliance aligned to budget thresholds, receipt uploads, coupons and promotional requirements - User Engagement: Segmented and automated marketing & training collateral via e-mail, SMS and in-app notifications and messaging FIELD SALES AUTOMATION: Optimize execution - Visit Capture: Store check-in and activity log from any device. Photo validation of planogram, displays and stock levels - Dynamic Deployment: Prioritize account visits, plan efficient routes and track mileage automatically - Live Dashboard: Review visit completions, team productivity and coverage gaps in real-time - Incentive Automation: Link field activities to automatic incentive payouts based on validated execution and performance DATA & AI ANALYTICS: Insight driven decisions - Platform Integration: Effortless data alignment through API, ERP, CRM, direct integration or simplified flat file, with real-time or scheduled processing - Live Operations: Real-time field activity and unified reporting that consolidates data views - Predictive Trends: AI driven forecasting to anticipate market shifts aligned with historical performance patterns - Market Intelligence: Reporting dashboards including KPI tracking, territory mapping, competitive analysis and audit compliance Increase sales and automate process while reducing the overall cost of operational support.

Who Is the Company Behind Paygos?

  • Seller: Paygos
  • Year Founded: 2009
  • HQ Location: Mississauga, CA
  • LinkedIn® Page: www.linkedin.com
    15 employees on LinkedIn®

PlanoHero

PlanoHero – Planogram Software for Retail Merchandising PlanoHero is a cloud-based planogram software that helps retailers manage and automate their merchandising processes — from planogram creation to shelf execution and shelf performance analysis. AI-Powered Planogram Creation Generate optimized planograms in seconds using AI. Set your own layout criteria — no manual work required. Perfect for retailers who want faster, data-driven merchandising decisions. Access from Anywhere PlanoHero works across web and mobile. Whether you're at HQ or in-store, you can view, edit, and manage your planograms anytime, from any device. Drag-and-Drop Simplicity Create planograms manually with an intuitive drag-and-drop interface or apply layout rules for instant layout generation. No technical background needed. Wizora - Your Built-in AI Merchandising Assistant PlanoHero’s AI Assistant provides your team with fast, accurate answers on store performance, shelf execution, and product placement. No more digging through reports — just clear insights when you need them. Unlimited Users, Full Collaboration Grant unlimited access to your team. Collaborate in real-time, assign tasks, and communicate directly within the platform to keep your merchandising workflow smooth and connected. Easy Imports, Exports & Reporting Import planograms, fixtures, store layouts, and product data. Export reports and layouts in one click. PlanoHero integrates seamlessly with your existing retail systems. PlanoHero is ideal for retailers, merchandisers, and category managers who need a powerful, flexible planogram solution that simplifies shelf planning and boosts in-store execution.

Average Rating: 4.8/5.0

Total Reviews: 3

How Do G2 Users Rate PlanoHero?

  • Ease of Admin: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind PlanoHero?

  • Seller: Datawiz
  • Year Founded: 2016
  • HQ Location: Wilmington, DE
  • LinkedIn® Page: www.linkedin.com
    42 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Are Recent G2 Reviews of PlanoHero?

Prisma Retail

Prisma Retail is a cloud-based commercial intelligence platform designed to help retailers and manufacturers make faster, data-driven, and more profitable decisions across their operation. Our technology combines artificial intelligence, machine learning, and configurable business rules to turn millions of data points into clear actions — from pricing and assortment to promotions, space planning, and in-store execution. What Prisma offers *Pricing Optimization* Analyze internal data (sales, margins, stock) and external signals (competitor prices, market conditions) to optimize prices at product, store, or cluster level. - Define pricing rules based on margin and competitiveness - Automate large-scale decisions, no spreadsheets required - Simulate pricing scenarios and measure business impact *Assortment Optimization* Plan more efficient assortments per store and category. - Identify underperforming products and cannibalization - Suggest additions, removals, or substitutions by cluster - Manage the full assortment lifecycle to minimize losses *Promotions Management* Speed up promotional planning with AI-driven suggestions tailored to real performance. - Agilize end-to-end promo management with data-backed recommendations - Optimize promotion mechanics to increase foot traffic and average ticket - Measure real impact to adjust strategies over time *Space & Planogram Management* Generate and manage planograms with precision and control. - Create store-specific planograms at scale - Validate layouts automatically based on brand logic and sales data - Ensure in-store execution with AI-based compliance checks — including detection of missing facings, misplaced products, and space deviations *Product Data Enrichment (Item Master)* Automate and improve product classification and data quality. - Use AI to assign product attributes accurately - Streamline product onboarding - Maintain data consistency across all systems *Retail Execution (Mystery Shopper)* Capture structured pricing and product presence directly from stores. - Assign in-store data collection tasks to your team - Validate shelf prices against your pricing strategy - Feed captured data back into the pricing module *Prisma Copilot (AI Assistant)* A conversational assistant to explore your commercial data and KPIs. - Ask questions in natural language - Get immediate answers without waiting for analysts - Empower commercial teams with on-demand insights Who we work with Prisma is trusted by leading retailers across Latin America, including supermarkets, convenience stores, pharmacies, and wholesalers. The platform is adaptable to different formats, store structures, and regional needs. Integrations We integrate seamlessly with ERPs, pricing systems, spreadsheets, BI platforms, and more. Our onboarding process is guided by our specialized implementation team to ensure fast time-to-value.

Who Is the Company Behind Prisma Retail?

Proactai

ProactAI is an AI-powered video analytics software that automates the monitoring of CCTV feeds. The platform specializes in retail vision analytics, providing data on customer movement, queue management, and security incidents. It enables organizations to leverage their existing camera hardware to generate actionable business intelligence and automated safety alerts through a single interface.

Who Is the Company Behind Proactai?

Subhransu Sahu
SS
Researched and written by Subhransu Sahu
Updated October 3, 2024