Best Retail Analytics Software - Page 11

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)

ClearDemand

ClearDemand is pricing, promotion optimization, and competitive intelligence platform built specifically for grocery and convenience retailers. The platform combines AI-driven price and elasticity modeling with competitive intelligence, so pricing decisions are grounded in real market data rather than guesswork. It's built around the operational realities specific to grocery and convenience retail: tobacco and alcohol margin rules, state minimum price floors, private label, and thin margins across large SKU counts. ClearDemand was named a Leader in the latest IDC MarketScape for retail price optimization. Our customers have seen up to 9% improvement in gross margin.

Average Rating: 2.5/5.0

Total Reviews: 1

Who Is the Company Behind ClearDemand?

  • Seller: Clear Demand
  • Year Founded: 2012
  • HQ Location: Scottsdale, US
  • Twitter: @cleardemand
    134 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    162 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are G2 Users Discussing About ClearDemand?

Click2Cart

Click2Cart® by SmartCommerce is an innovative e-commerce solution that enables brands to seamlessly integrate one-click purchasing into their digital marketing channels. By embedding Click2Cart links into ads, social media posts, emails, and websites, consumers can add products directly to their preferred retailer's shopping cart with a single click, significantly reducing the steps to purchase and enhancing the overall shopping experience. Key Features and Functionality: ✅ One-Click Carting: Allows consumers to add products directly into retailer carts from various digital touchpoints, including display ads, social media, videos, and emails. ✅ Real-Time Stock Awareness: Utilizes the Master Optimization Engine (MOE to monitor real-time stock status, ensuring products are available and substituting out-of-stock items with suitable alternatives. ✅ SmartSubstitution: Continuously monitors availability and automatically redirects shoppers to in-stock, brand-appropriate alternatives as retail conditions change. ✅ Multi-Retailer Support: Offers consumers the choice of multiple retailers, displaying only geographically relevant options with in-stock products. ✅ Data-Driven Insights: Provides brands with real-time data and analytics through the SmartSuite Dashboard, enabling performance tracking and campaign optimization. ✅ Frictionless Integration: Easily integrates with existing marketing materials, transforming any digital content into a shoppable experience without complex technical requirements. Primary Value and User Solutions: Click2Cart® addresses the common challenge of lengthy and complex online purchasing processes by streamlining, capturing and converting demand at the moment of purchase intent. For brands, this leads to increased conversion rates, higher sales, and improved return on advertising spend. Consumers benefit from a more convenient and efficient shopping experience, reducing the likelihood of cart abandonment and enhancing satisfaction. Additionally, the platform's real-time stock monitoring and substitution capabilities ensure that consumers are always presented with available products, further optimizing the shopping journey.

Who Is the Company Behind Click2Cart?

  • Seller: SmartCommerce
  • Year Founded: 2016
  • HQ Location: Atlanta, US
  • Twitter: @SmartCommerceCo
    535 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    90 employees on LinkedIn®
  • Phone: 1.800.571.3520

Cognira

Ditch complicated spreadsheets and gain deep understanding of every promotion effectiveness, ROI for smarter, data-informed future promotions

Who Is the Company Behind Cognira?

Data Bunker

Data Bunker es la plataforma All-in-One de Pricing Inteligente y Optimización de Precios con IA diseñada para empresas de retail, farmaceutica y consumo masivo que buscan mejorar su rentabilidad y tomar decisiones basadas en datos. Nuestra solución integra monitoreo de precios, inteligencia competitiva y análisis de pricing avanzados en una sola plataforma, permitiendo a los equipos monitorear precios y promociones de la competencia en canales digitales y puntos de venta físicos. Centralizamos datos de mercado y los transformamos en insights accionables mediante dashboards interactivos y KPIs a nivel país, ciudad, zona e incluso tienda. ¿Por qué Data Bunker? Porque combinamos mejor calidad de datos con velocidad de ejecución. Nuestra plataforma unifica el monitoreo competitivo con capacidades avanzadas como: Modelo de elasticidad de Precios Análisis de canibalización Optimización de precios y márgenes Forecasting de demanda Análisis de estacionalidad dinámica Esto permite a las empresas mejorar su revenue growth management (RGM), optimizar estrategias de pricing y reaccionar rápidamente a cambios del mercado. Además, Data Bunker se integra fácilmente con tus herramientas, permitiendo operar directamente sobre tus flujos de datos y ecosistema analítico actual. Con Data Bunker, transformas datos de precios en decisiones estratégicas que impulsan crecimiento y rentabilidad. Conoce más en data-bunker.ai

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Data Bunker?

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

Who Is the Company Behind Data Bunker?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Data Bunker?

Dataviva Planning Solutions

Dataviva is a next-generation integrated retail planning platform that unifies merchandising, demand forecasting, inventory, and supply chain planning in one solution. It combines an advanced planning workflow with real-time data and AI-driven recommendations, helping retailers optimize everything from assortments to replenishment. Built as a low-code, extensible system, Dataviva can overlay on existing IT infrastructure with minimal disruption. This means planners, buyers, and merchandisers get a single source of truth for plans without lengthy integrations or batch updates. The result is a collaborative, continuously updated planning environment that drives faster decisions and more agile responses to market changes.

Who Is the Company Behind Dataviva Planning Solutions?

  • Seller: Dataviva
  • Year Founded: 2020
  • HQ Location: Atlanta , US
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

decile

Illuminate opportunities to drive incremental value with every step of the customer journey by bringing together your first-party data and hundreds of enrichment attributes. Identify high-value customer personas and the products that resonate with them to guide acquisition efforts. Improve retention with a deeper understanding of your customer’s lifecycle. Activate your learnings by syncing data to key marketing platforms.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate decile?

  • Ease of Admin: 5.0/10 (Category avg: 8.7/10)

Who Is the Company Behind decile?

  • Seller: decile
  • Year Founded: 2020
  • HQ Location: Washington, US
  • LinkedIn® Page: www.linkedin.com
    16 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of decile?

Digital Shelf Analytics

Track your Share of Search and Share of Voice to understand how visible your products are compared to competitors. Improve your Content Quality Score to enhance product listings and boost customer engagement. Optimize Pricing & Promotions to stay competitive and maximize sales. Harness these insights to drive growth and dominate your digital shelf.

Who Is the Company Behind Digital Shelf Analytics?

Dolmen

The Dolmen Customer Knowledge and Local Customer Marketing platform enables outlets to collect data from their customers and prospects.

Who Is the Company Behind Dolmen?

  • Seller: Dolmen
  • Year Founded: 2011
  • HQ Location: Rennes, FR
  • Twitter: @dolmentech
    1,821 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    90 employees on LinkedIn®

dunnhumby Shop

dunnhumby Shop is a web-based, self-serve platform designed to provide retailers with on-demand shopper insights, enhancing their understanding of customer buying behaviour both in-store and online. Leveraging advanced analytics, dunnhumby Shop equips retailers and CPGs with the insights needed to make informed, data-driven decisions to offer the products, prices and media that customers want. This ultimately improves the customer shopping experience across all touchpoints, driving increased sales and revenue. dunnhumby Shop offers customisable access tailored to your business requirements and specific questions, ensuring you receive the precise data and insights necessary for making customer-centric decisions. Key benefits for retailers include: • Real-time insights into key categories, with a comprehensive suite of reports to monitor and act on performance trends across all hierarchy levels • Relevant data and insights for brand owners concerning their categories and products • A shared view between retailers and brand owners, fostering effective collaboration and a unified customer strategy

Who Is the Company Behind dunnhumby Shop?

  • Seller: dunnhumby
  • Year Founded: 1989
  • HQ Location: Brook Green, GB
  • Twitter: @dunnhumby
    9,467 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,959 employees on LinkedIn®

EGoal

EGoal is an advanced, fully unified and automated sales-capturing platform purpose-built for shopping mall and airport retail analytics. Designed with a scalable, service-oriented architecture, it seamlessly captures real-time sales data across diverse retail environments, empowering retailers, landlords, and mall management teams globally with actionable retail analytics. The platform offers a comprehensive suite of data services including occupancy metrics, footfall analytics, digital receipts, and revenue intelligence, all delivered in real time. By consolidating disparate data streams, EGoal enables stakeholders to monitor performance, optimize leasing strategies, and enhance tenant engagement. With its integrated business intelligence (BI) and data analytics engine, EGoal transforms raw sales information into interactive dashboards, visual reports, and advanced analytical models. The system supports automated e-receipts, robust data security, and API-driven interoperability with existing POS and ERP systems—ensuring accuracy, scalability, and operational efficiency for both mall operators and retailers. EGoal’s end-to-end analytics ecosystem delivers data transparency, predictive insights, and decision support, making it an indispensable tool for modern retail and airport environments seeking to maximize revenue and improve customer experiences.

Who Is the Company Behind EGoal?

eLeader Shelf Recognition AI

eLeader Shelf Recognition AI is a solution enabling field representatives to report on product shelf display and price based on intelligent image recognition. The results arrive within the time of the visit. This is why the representative can react instantly using reliable data. The functionality of eLeader Shelf Recognition AI can be smoothly expanded by any processes used in the field (surveys, promotion audits, route planning, training, perfect store). You need to know that at your fingertips, you have the most functional tool of its class available on Android and iOS mobile platforms. While a manual audit of a product shelf takes about 20 minutes in a modern trade store, Leader Shelf Recognition AI needs 90 seconds to take photos of the display. Main advantages and benefits of the product: 1. Results of a display analysis performed during one visit 2. Lower costs thanks to artificial intelligence 3. Reliable and manipulation-resistant data, shorter time of a display analysis 4. More business decisions during a visit (initiating orders, contracts, promotion audit etc.) 5. Swift implementation 6. The most extensive functionality in the world (thanks to native integration with eLeader Mobile Visit SFA/FFM system) 7. No more inspection visits of supervisors 8. Artificial intelligence consumes the computing power of machines, but saves human energy Functionalities: Shelf Recognition AI uses an Augmented Reality camera. Panorama AR technology allows tracking of shelf registration progress in real time. Scanning displays mean one can skip manually taking photos. Automatically guiding users through shelves and identifying unphotographed areas allows for a flexible and stress-free approach to in-store product checks. A classic camera is still available, depending on project conditions and users' devices. Adjustment of the display to standards Regardless of how merchandising standards are formulated, eLeader Shelf Recognition AI will be able to read them and analyze where the display needs to be improved. Sample parameters include the number of faces, the immediate vicinity or the shelf number. Adjustment of the display to the planogram If a planogram has been developed for a given store (e.g. created with JDA Space Planning), eLeader Shelf Recognition AI is able to compare the display with the valid template and indicate which products on the shelf need to be added or rearranged in order to achieve full compliance. Identification of competitors’ products Your own expositors are an ideal place to sell products and promote your brand. It is no good when competitors’ products can be found in them. Our solution can detect it and inform the user that e.g. in the refrigerator there is an unwanted product. Automated surveys The reasons for the lack of products on the shelf or other concerning (or just interesting) situations can be diagnosed through triggering a survey at the right moment of a visit. This fully automated functionality facilitates better understanding of the situation on the market. Perfect Store&Visit The requirements for a specific display in a specific store can be expressed as KPIs. Using Perfect Store methodology to fulfil them increases the effectiveness of visits. eLeader Shelf Recognition AI accelerates and automates the stage of gathering display-related data for the purpose of measuring and improving the KPIs of the store, employee or visit. Orders The absence of a product from the shelf is usually a signal to place an order for it. Identification of such a lack may be a designed condition for adding the product to the shopping cart automatically (also in a pre-defined form calculated based on the history of orders). Promotions An example of applying eLeader Shelf Recognition AI in a broader context is the functionality of checking the possibility of rewarding a shop as part of an internal promotional campaign or a loyalty program. All you need to do is to supply the module with the relevant data on display, while the system, based on the photo taken, will calculate the products and determine the possibility of rewarding the store manager. Automated control Good news for auditors and managers! eLeader Shelf Recognition AI practically eliminates the need to conduct audits in stores. Thanks to the photographic documentation and flow of tasks necessitating such checks and corrective measures like surveys or negotiations, inspections can be limited only to special occurrences, often without the need to visit the store. Audit of promotions The monitoring of promotional campaigns can be automated. The system verifies the products covered by a special offer valid for a given shop. In addition, the application will check the compliance of POS (POSM) materials – also by means of image analysis. Route planning Scheduling visits to particular points is a game where the winner is the one who best assesses the sales potential in their area. eLeader Shelf Recognition AI provides information about the availability of products, share of the shelf, the number of faces or meeting merchandising standards. This information is an excellent, relevant input for creating a company ranking of points that should be visited as frequently as possible, because they generate the most profit. Retail Activity Optimization (RAO) A good salesman should always know how to react to irregularities during a visit or further improve good sales results. eLeader Shelf Recognition AI provides quantitative data for comparison, e.g. with three previous visits, detects non-execution of contracts or product shortages. The solution allows for planning visit scenarios in such a way that suggested corrective actions and relevant contextual materials are suggested to the salesman at the moment they are needed. For example: the lack of a product on a particular shelf during the third visit means that the shop manager should be interviewed in order to ensure that contractual obligations are fulfilled or to change the terms of the contract so that the store can meet them. Information on competitors Reports do not only serve the purpose of providing information about the condition of one’s own products, but can also say a lot about the competition. Through recognition of the brands of the competitors, we will receive information on the share of shelves and trends.

Who Is the Company Behind eLeader Shelf Recognition AI?

  • Seller: eLeader
  • Year Founded: 2000
  • HQ Location: Lublin, PL
  • LinkedIn® Page: www.linkedin.com
    144 employees on LinkedIn®

Experian Mosaic Shopper Segments (UK)

Experian's Mosaic Shopper Segments is a specialized consumer segmentation tool designed to help retailers and brands gain a comprehensive understanding of their customers' shopping behaviors and preferences. By integrating retail-specific consumer insights from leading UK market research organizations with extensive geo-demographic data and bespoke research on cross-channel behaviors and technology adoption, this tool offers a holistic view of today's hyperconnected consumer. Key Features and Functionality: - Retail Segmentation: Classifies the UK market using retail-specific attributes, enabling businesses to identify and target distinct consumer groups effectively. - Channel Consistency: Ensures a uniform and relevant consumer experience across all marketing channels, enhancing customer engagement and loyalty. - Geo-Demographic and Market Research Insights: Combines data from market research with geo-demographic expertise to provide a nuanced understanding of consumer behaviors and preferences. Primary Value and Solutions Provided: Mosaic Shopper Segments empowers retailers and brands to maintain relevance and value by delivering personalized and pertinent consumer experiences. This personalization leads to increased customer loyalty, higher sales value, and improved marketing effectiveness. By offering a rounded view of the consumer retail experience, businesses can tailor their strategies to meet the evolving needs of their customers, ensuring sustained growth and competitiveness in the market.

Who Is the Company Behind Experian Mosaic Shopper Segments (UK)?

  • Seller: Experian
  • Year Founded: 1826
  • HQ Location: Dublin, Ireland
  • Twitter: @Experian_US
    38,771 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    26,648 employees on LinkedIn®
  • Ownership: LSE: EXPNL

eyos connect

Get more returns from your transaction data by connecting your store to greater opportunities, better promotions, and higher sales - at absolutely no cost.

Who Is the Company Behind eyos connect?

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