# Best Retail Analytics Software - Page 13

## How Many Retail Analytics Software Products Does G2 Track?

**Total Products under this Category:** 230

### Category Stats (Aug 2026)

- **Average Rating:** 4.41/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Nano AI (+10.99%) - Among all products in this category, Nano AI recorded the largest rating increase compared to last month

_Last updated: August 06, 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
- 230+ 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](https://www.g2.com/categories/retail-analytics/grids.png?focus%5B%5D=135686&focus%5B%5D=166253&focus%5B%5D=115969&focus%5B%5D=991&focus%5B%5D=150628&focus%5B%5D=29188&focus%5B%5D=52919&focus%5B%5D=8595)

Highlighted products: Shopify POS, Crisp Data Platform, Stackline, Board, T.M.A.S., SPS Commerce Analytics, Omnia Retail, and iQmetrix Interconnected Commerce.

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=stackline&focus%5B%5D=board&focus%5B%5D=t-m-a-s&focus%5B%5D=sps-commerce-analytics&focus%5B%5D=omnia-retail&focus%5B%5D=iqmetrix-interconnected-commerce)

**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=1768&secure%5Bchosen_at%5D=2026-08-13T23%3A58%3A52Z&secure%5Bdisplayable_resource_id%5D=1768&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1768&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=785&secure%5Bresource_id%5D=1768&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fretail-analytics%3FhsCtaTracking%3Ddeb43fb0-bf4c-4039-a72f-8660d1943f46%257C96785897-5f1f-45aa-8932-4586a5d9c168%26page%3D13&secure%5Btoken%5D=957fe2770f96f484b6fd1762971102322b50546f401fc35df73c2f341c23c86b&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)

### [NielsenIQ - Byzzer Platform](https://www.g2.com/products/nielseniq-byzzer-platform/reviews)

We help small CPG manufacturers pinpoint exactly what to do to sell more - without an army of analysts or huge budgets. With Byzzer’s retail analytics platform, you can easily access, visualize, and extract actionable business insights powered by NielsenIQ data. Sign up for free today!

#### Who Is the Company Behind NielsenIQ - Byzzer Platform?

- **Seller:** [Byzzer by NielsenIQ](https://www.g2.com/sellers/byzzer-by-nielseniq)
- **HQ Location:** Chicago, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fd6d89a0691ff5c8926e66f3a9e085fd97211d0ba5193050f32b76eb2e4ceb6f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbyzzer%2F&secure%5Burl_type%5D=linkedin_company_website)  
9 employees on LinkedIn®

### [Nomad Go](https://www.g2.com/products/nomad-go/reviews)

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?

- **Seller:** [Nomad Go](https://www.g2.com/sellers/nomad-go)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Nural In-shop Promoter Management Software](https://www.g2.com/products/nural-in-shop-promoter-management-software/reviews)

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](https://www.g2.com/sellers/nural)
- **Year Founded:** 2020
- **HQ Location:** Gurugram, IN
- **Twitter:** @nuraltech  
58 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9af24f4883344c01eb388f9d0f767a783cc212831278d6e0a76e6960565998dd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnuraltech%2F&secure%5Burl_type%5D=linkedin_company_website)  
23 employees on LinkedIn®

### [NymbleUp](https://www.g2.com/products/nymbleup/reviews)

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?

- **Seller:** [NymbleUp Solutions](https://www.g2.com/sellers/nymbleup-solutions)
- **Year Founded:** 2019
- **HQ Location:** Mumbai, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cc7c3f15dbd7ecd9dc2571663f826a0ac3986f00796c44615b81b66b6eada7e7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnymbleup-solutions-pvt-ltd&secure%5Burl_type%5D=linkedin_company_website)  
20 employees on LinkedIn®

### [OmniGraph](https://www.g2.com/products/omnigraph/reviews)

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?

- **Seller:** [OmniGraph](https://www.g2.com/sellers/omnigraph)
- **Year Founded:** 2024
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9d458c6e16f62ed5a740ce78ae4565d6591181f4ed85858f215cf3e60a73485d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fomnigraphcorp%2F&secure%5Burl_type%5D=linkedin_company_website)  
11 employees on LinkedIn®

### [OMO GMP](https://www.g2.com/products/omo-gmp/reviews)

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?

- **Seller:** [ACG company](https://www.g2.com/sellers/acg-company)
- **Year Founded:** 2008
- **HQ Location:** Hong Kong, HK
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ad919e18f92d302a65353c4f3eb466296f5cfead847802d3f87814a06b056c3d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fomogmp&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Optimum Retailing](https://www.g2.com/products/optimum-retailing/reviews)

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?

- **Seller:** [Optimum Retailing](https://www.g2.com/sellers/optimum-retailing)
- **Year Founded:** 2011
- **HQ Location:** Toronto, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b7426d10b24b04bcf382e71ca264c149a6768c7914fbb33ca09f1ca60f8feda9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foptimumretailing%2F&secure%5Burl_type%5D=linkedin_company_website)  
16 employees on LinkedIn®

### [Osmos](https://www.g2.com/products/onlinesales-ai-osmos/reviews)

Osmos is a composable, white-labeled Retail Media Operating System that helps retailers and marketplaces manage and monetize retail media across digital and physical channels. It can be configured for managed-service, self-serve or hybrid retail media operations. With a unified platform of 16+ purpose-built apps spanning on-site, off-site, and in-store, and support for 10+ ad formats, retailers can manage the full workflow - inventory, advertiser onboarding, audience targeting, approvals, reporting, measurement, billing, and advertiser self-service. Osmos also enables retailers to manage advertiser demand across enterprise, torso and long-tail advertisers, with Sofie, Osmos AI assisting advertisers in diagnosing performance and acting on recommendations.

**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](https://www.g2.com/sellers/osmos-70148fb4-94a1-46c8-91d9-3a83af438a7a)
- **Year Founded:** 2016
- **HQ Location:** San Francisco, US
- **Twitter:** @OnlineSalesAI  
1,131 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ede73966a1a2dae032d1617faa89a35eb8acc67f05dfe7b6059c602c59f907d5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fosmos-the-omnichannel-commerce-media-operating-system&secure%5Burl_type%5D=linkedin_company_website)  
69 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 commend the **prompt and helpful customer support** of Osmos, enhancing their overall experience with the platform.
- Users appreciate the **ease of use** of Osmos, benefiting from straightforward navigation and responsive customer support.
- Users appreciate the **easy campaign management** of Osmos, benefiting from its straightforward implementation and responsive support.
- Users value the **ease of use** of Osmos for implementing campaigns and managing inventory effectively.
- Users value the **flexible customization options** in Osmos, enabling tailored solutions for diverse advertising objectives.

##### Cons

- Users note **limited reporting options** in Osmos, especially for those without a Pro subscription, impacting overall functionality.
- Users find the **complex setup** of Osmos challenging, particularly when navigating advanced features and workflows.
- Users find the **inadequate reporting** techniques need improvement, despite prompt responses for additional feature requests.
- Users find the platform's **initial complexity** a barrier, particularly with advanced features and lack of guidance for new users.
- Users find the platform **difficult to learn** at first, particularly with advanced features and less intuitive workflows.

#### What Are Recent G2 Reviews of Osmos?

**["Seamless Integration and Outstanding Customer Support"](https://www.g2.com/survey_responses/osmos-review-12150611)**

**Rating:** 5.0/5.0 stars

_— Akshat P._

[Read full review](https://www.g2.com/survey_responses/osmos-review-12150611)

**["Outstanding Experience from Start to Finish"](https://www.g2.com/survey_responses/osmos-review-12174349)**

**Rating:** 4.0/5.0 stars

_— Verified User in Consumer Services_

[Read full review](https://www.g2.com/survey_responses/osmos-review-12174349)

#### What Are G2 Users Discussing About Osmos?

- [What is OnlineSales.ai used for?](https://www.g2.com/discussions/what-is-onlinesales-ai-used-for) - 1 comment

### [OttixHow](https://www.g2.com/products/ottixhow/reviews)

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?

- **Seller:** [Orbio Solutions](https://www.g2.com/sellers/orbio-solutions)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [OVOPARK](https://www.g2.com/products/ovopark/reviews)

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](https://www.g2.com/sellers/ovopark)
- **Year Founded:** 2016
- **HQ Location:** Suzhou, CN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5cfc0ab3f24e42232c93cf64c32af8d768491446c720cffffd4e5812dd5f9f7d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fopretail&secure%5Burl_type%5D=linkedin_company_website)  
53 employees on LinkedIn®

### [Pallet](https://www.g2.com/products/pallet-pallet/reviews)

Pallet is an AI-powered, unified retail management platform designed to streamline the complexities of modern commerce. From restaurants and grocery stores to pharmacies and specialty retail, Pallet empowers businesses to orchestrate their entire ecosystem—integrating both front-of-house customer experiences and back-of-house operations into a single, intuitive interface. By consolidating fragmented workflows into one seamless digital backbone, Pallet enables operators to drive efficiency, reduce overhead, and scale with confidence. Whether managing real-time inventory, optimizing service delivery, or leveraging AI-driven insights, Pallet provides the tools retailers need to thrive in an increasingly connected marketplace. To learn more about Pallet, visit: www.palletnow.co

#### Who Is the Company Behind Pallet?

- **Seller:** [Pallet](https://www.g2.com/sellers/pallet-ee238f68-10a0-4434-85ea-612b021c94b8)
- **Year Founded:** 2022
- **HQ Location:** Bengaluru East, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4515fc2cb3b43137054fb8cba8b5130651d005e011197322a9e5cd3b4fd855c4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpalletretialsolutions%2F&secure%5Burl_type%5D=linkedin_company_website)  
9 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Pallet?

**["Pallet Streamlined Our Operations with Easy POS/RMS and AI Automation"](https://www.g2.com/survey_responses/pallet-review-13212892)**

**Rating:** 5.0/5.0 stars

_— Twinleaves S._

[Read full review](https://www.g2.com/survey_responses/pallet-review-13212892)

### [Panorama](https://www.g2.com/products/panorama-ai-panorama/reviews)

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?

- **Seller:** [Panorama AI](https://www.g2.com/sellers/panorama-ai)
- **Year Founded:** 2022
- **HQ Location:** Santa Monica, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=72144bf47f9e93c4b7b7124c0bd9d901cc95e5b71f261c682204b17dfbb4f117&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpanorama-ai&secure%5Burl_type%5D=linkedin_company_website)  
12 employees on LinkedIn®

### [Pawa](https://www.g2.com/products/pawa/reviews)

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](https://www.g2.com/sellers/dev-id)
- **Year Founded:** 2001
- **HQ Location:** Montréal, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=38e8d913819b2ac9f534371a06879bf39f76530dce5bf7a0b61529e344831b46&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdev-id%2F&secure%5Burl_type%5D=linkedin_company_website)  
20 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 appreciate Pawa's **ease of use across devices** , making it convenient for mobile and offline work.
- Users love Pawa's **efficiency** in enabling smooth work across devices and offline functionality in remote areas.
- Users appreciate PAWA's **cross-device compatibility** and **offline functionality** , making work seamless on any screen and in low connectivity.
- Users value how Pawa enables **quick actionable insights** , transforming tedious data analysis into efficient planning within a week.
- Users commend Pawa for its **automation capabilities** , enabling quick planning and smart actions from raw data.

##### Cons

- Users find the **migration process time-consuming** , taking up to a week to transfer data from Excel to Pawa.
- Users find the **migration process time-consuming** , with data transfer from Excel to Pawa taking a week.

#### What Are Recent G2 Reviews of Pawa?

**["Raw Data to trustworthy actional able intelligence"](https://www.g2.com/survey_responses/pawa-review-10371530)**

**Rating:** 4.5/5.0 stars

_— Ganesh G._

[Read full review](https://www.g2.com/survey_responses/pawa-review-10371530)

**["Handy application"](https://www.g2.com/survey_responses/pawa-review-10313794)**

**Rating:** 4.0/5.0 stars

_— Monika S._

[Read full review](https://www.g2.com/survey_responses/pawa-review-10313794)

### [PlanoHero](https://www.g2.com/products/planohero/reviews)

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:** 5.0/5.0

**Total Reviews:** 2

#### Who Is the Company Behind PlanoHero?

- **Seller:** [Datawiz](https://www.g2.com/sellers/datawiz)
- **Year Founded:** 2016
- **HQ Location:** Wilmington, DE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=05472c2b709c3a7f685566298a2ae8a3fdbf8b53a3830cb863baeb4d180e2cce&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdatawiz-io%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
42 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Medium, 50% Small

#### What Are Recent G2 Reviews of PlanoHero?

**["Intuitive Planogramming with a Stellar Interface"](https://www.g2.com/survey_responses/planohero-review-13022349)**

**Rating:** 5.0/5.0 stars

_— Zakhar D._

[Read full review](https://www.g2.com/survey_responses/planohero-review-13022349)

**["Daily quality work"](https://www.g2.com/survey_responses/planohero-review-12637352)**

**Rating:** 5.0/5.0 stars

_— Сергій ._

[Read full review](https://www.g2.com/survey_responses/planohero-review-12637352)

### [Prisma Retail](https://www.g2.com/products/prisma-retail/reviews)

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?

- **Seller:** [Prisma Holdings](https://www.g2.com/sellers/prisma-holdings)
- **Year Founded:** 2016
- **HQ Location:** Wilmington, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=88371071bf2aac16da75604f136d9b5f46df670bf85312a7a4a20c708944c6e1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fprismaretail%2F&secure%5Burl_type%5D=linkedin_company_website)  
87 employees on LinkedIn®

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Spotlight Categories

[Accounts Payable Automation Software](https://www.g2.com/categories/ap-automation)

[Lead Intelligence Software](https://www.g2.com/categories/lead-intelligence)

[Bot Platforms Software](https://www.g2.com/categories/bot-platforms)

[Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm)

[Talent Assessment Software](https://www.g2.com/categories/talent-assessment-software)

Similar Categories

- [Other Retail](/categories/other-retail)
- [Rebate Management](/categories/rebate-management)
- [Retail Assortment Planning](/categories/retail-assortment-planning)
- [Retail Distributed Order Management Systems](/categories/retail-distributed-order-management-systems)

- [Retail Intelligence](/categories/retail-intelligence)
- [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 Analytics Themes](/categories/retail-analytics/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 October 3, 2024

Retail analytics software provides retailers with an in-depth look into all aspects of their business. It equips them with detailed analytical data to make more informed and strategic decisions. The tool does so by analyzing retail key performance indicators (KPI) like the total sales volume, average transaction size, retail conversion rate, rate of return, etc. Retail analysts and managers use this tool to see how the company performs across regions and business units, often in real time.

Retail analytics software helps identify and analyze customers' data and determine which items are selling well, when items sell most, and what demographics purchase which items. It also helps study shopping patterns and uncover consumer trends with consumer packaged goods (CPG) or durable goods, enabling sales and marketing teams to formulate better sales strategies and implement effective marketing loyalty programs.

Retail analytics software integrates with other software, such as [retail POS systems](https://www.g2.com/categories/retail-pos), [retail management systems](https://www.g2.com/categories/retail-management-system), and [retail operations software](https://www.g2.com/categories/retail-operations), to gather data on a daily basis.

To qualify for inclusion in the Retail Analytics category, a product must:

- Integrate with or analyze data from various other retail software
- Help in gathering, cleansing, organizing, and analyzing retail data
- Provide real-time analytics and visualization through intelligent dashboards
- Monitor business KPIs, and enable trend prediction and retail data forecasting
- Act as a centralized database and enable the creation of enterprise-ready reports
- Be designed specifically for retail and wholesale businesses

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