# Best Retail Analytics Software with Consumer Packaged Goods (CPG) Capabilities - Page 5

## 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=2026-08-14T04%3A17%3A58Z&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%2Ff%2Fconsumer-packaged-goods-cpg%3Ffilters%255BTarget%2BMarket%255D%255B%255D%3D1004842%26page%3D5&secure%5Btoken%5D=bb30bafd95a2f387f870a4cc7b815f0e5b1072d40f256b87f3c885c75c5decb6&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)

### [Zebra Workcloud Actionable Intelligence](https://www.g2.com/products/zebra-workcloud-actionable-intelligence/reviews)

Discover cost savings in your data and instantly communicate corrective actions to your frontline to regain lost revenue and boost sales with Zebra Workcloud Actionable Intelligence. With AI-generated insights, you can identify and correct inventory anomalies, close more investigations with less effort and automatically assign and track tasks, assessing their monetary impact on your operation. Reduce shrink and improve inventory accuracy when you consolidate disparate data streams and root out loss at the source. Key benefits realized by some of our customers: - Reduce line voids & credit card fraud by 1-10% - 1-5% reduced loyalty/discount abuse, markdown abuse, and return fraud - 1-3% reduced shrink/loss and reduced damages/waste Reduce total retail loss with our Actionable Intelligence solution, part of our Inventory Optimization suite. The suite of solutions helps you gain the inventory visibility and control needed to plan your inventory and improve loss prevention. 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-inventory-optimization-suite/workcloud-actionable-intelligence.html"

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Zebra Workcloud Actionable Intelligence?

- **Validation :** 8.3/10 (Category avg: 8.3/10)
- **Correction:** 6.7/10 (Category avg: 8.2/10)
- **Cleansing:** 6.7/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Zebra Workcloud Actionable Intelligence?

- **Seller:** [Zebra Technologies](https://www.g2.com/sellers/zebra-technologies)
- **Year Founded:** 1969
- **HQ Location:** Lincolnshire, IL
- **Twitter:** @ZebraTechnology  
33,009 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=48fea441bf1094ed2f4b0a2d021eed97de918e3a1589b2c0c5183209c1759f7c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F167024%2F&secure%5Burl_type%5D=linkedin_company_website)  
11,638 employees on LinkedIn®
- **Ownership:** NASDAQ:ZBRA

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of Zebra Workcloud Actionable Intelligence?

**["Well-Organized Program for MFG Needs"](https://www.g2.com/survey_responses/zebra-workcloud-actionable-intelligence-review-9350430)**

**Rating:** 4.0/5.0 stars

_— Emily S._

[Read full review](https://www.g2.com/survey_responses/zebra-workcloud-actionable-intelligence-review-9350430)

### [Algonomy Omni-channel Personalization Suite](https://www.g2.com/products/algonomy-omni-channel-personalization-suite/reviews)

Algonomy (previously Manthan-RichRelevance) is a global leader in algorithmic customer engagement powering digital first strategies for retailers and brands. With industry-leading retail expertise connecting demand to supply with a real-time customer data platform as the foundation, Algonomy enables 1:1 omnichannel personalization, customer journey orchestration and customer analytics. Headquartered in San Francisco and Bangalore, our global presence spans over 20 countries.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Algonomy Omni-channel Personalization Suite?

- **Seller:** [Algonomy](https://www.g2.com/sellers/algonomy)
- **Year Founded:** 2004
- **HQ Location:** San Francisco, California, United States
- **Twitter:** @WeAreAlgonomy  
12,476 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=98100045c26511f2f317e73230b78ce6d8288a5b4af8e0d8acabfd7f588079ad&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Falgonomysoftware%2F&secure%5Burl_type%5D=linkedin_company_website)  
446 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Algonomy Omni-channel Personalization Suite?

**["Forecasting is Essential"](https://www.g2.com/survey_responses/algonomy-omni-channel-personalization-suite-review-6651415)**

**Rating:** 5.0/5.0 stars

_— Phil P._

[Read full review](https://www.g2.com/survey_responses/algonomy-omni-channel-personalization-suite-review-6651415)

#### What Are G2 Users Discussing About Algonomy Omni-channel Personalization Suite?

- [What is Algonomy Omni-channel Personalization Suite used for?](https://www.g2.com/discussions/what-is-algonomy-omni-channel-personalization-suite-used-for)

### [Bright Insights](https://www.g2.com/products/bright-insights/reviews)

As the insights product of Bright Data, we leverage the unparalleled scale, technology, and global reach of the world’s largest data collection platform. Our unique access empowers brands & retailers of all kinds to gain comprehensive, real-time insights into online markets and competitors, driving unparalleled competitive advantage. With Bright Insights, you can leverage data-driven eCommerce insights with unparalleled data coverage. Gain a competitive edge by tracking competitors' performance, market share, and new products. Control your category, stay ahead of trends, and optimize e-commerce operations to help you Grow online sales and manage stock levels effortlessly.

#### Who Is the Company Behind Bright Insights?

- **Seller:** [bright data](https://www.g2.com/sellers/bright-data)
- **Year Founded:** 2014
- **HQ Location:** Greater Tel Aviv, IL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3fa41a953497a3c1767f77e5a39ad080f7bc09cce6e5b393c77fcae6e725ca2f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbright-data%2F&secure%5Burl_type%5D=linkedin_company_website)  
366 employees on LinkedIn®

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

Buy Buddy is a revolutionary IoT solution transforming the retail industry. We offer cutting-edge smart tags that provide real-time insights into physical customer engagements within brick-and-mortar stores. As the #1 platform in this space, Buy Buddy is uniquely positioned to optimize conversions by unlocking a new level of understanding of consumer behavior. Our technology captures and analyzes data from customers' natural interactions with products, such as when a customer picks up an item, walks with it, or spends time examining it. These metrics inform strategies to enhance the shopping experience and drive conversion. Buy Buddy's solution bridges the gap between online and offline retail, enabling a seamless, personalized, and highly engaging shopping experience that maximizes marketing ROI. Join us in redefining retail and driving your business growth with smart data.

#### Who Is the Company Behind buybuddy?

- **Seller:** [buybuddy](https://www.g2.com/sellers/buybuddy)
- **Year Founded:** 2018
- **HQ Location:** London, GB
- **Twitter:** @heybuybuddy  
82 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d43468a0256f51797c44f7177afe0217300a1506ace3ec503d24ea3aa587c0bf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbuy-buddy%2F&secure%5Burl_type%5D=linkedin_company_website)  
15 employees on LinkedIn®

### [Buyer's Toolbox Cube](https://www.g2.com/products/buyer-s-toolbox-cube/reviews)

Cube is out-of-the-box BI/OLAP for Toolbox users. Featuring a visual performance dashboard, a custom KPI builder, and integrations with our planning software, it offers a flexible turnkey solution for sophisticated data insights.

#### Who Is the Company Behind Buyer's Toolbox Cube?

- **Seller:** [ANT USA](https://www.g2.com/sellers/ant-usa)
- **Year Founded:** 1992
- **HQ Location:** Acton, MA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2360b94762d10f1074e6865b391a8f54218bbb70e2630b8210ee592d1b571339&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fant-usa-inc&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

### [Buyer's Toolbox Forecast](https://www.g2.com/products/buyer-s-toolbox-forecast/reviews)

With easy integration into our planning solutions, high accuracy, and, of course, ease-of-use, Toolbox Forecast gives you what you need to see the storm coming before it arrives, giving valuable insights into Margin and Price Optimization, Promotion Impact, Cannibalization, Affinity, Lost Sales/Demand Forecasting, and more!.

#### Who Is the Company Behind Buyer's Toolbox Forecast?

- **Seller:** [ANT USA](https://www.g2.com/sellers/ant-usa)
- **Year Founded:** 1992
- **HQ Location:** Acton, MA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2360b94762d10f1074e6865b391a8f54218bbb70e2630b8210ee592d1b571339&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fant-usa-inc&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

### [Centric Planning](https://www.g2.com/products/centric-planning/reviews)

Centric Software® is the AI-innovator behind the market-leading Retail Planning and Analytics platform, Centric Planning™, that is blazing the trail for brands and retailers across the consumer goods industry. Headquartered in the heart of Silicon Valley, Centric Software has shattered the mould to create state-of-the-art AI-driven digital solutions to satisfy the needs of every player in the market, large and small, and supports their mission to develop high-quality products that are on time, on trend and in the right distribution channel. All Centric’s solutions utilize AI technology to support companies in their pursuit to bring sustainable products to market, faster. Centric Planning supercharges retail planning with an AI-driven suite of highly configurable modules that enable planners, merchandisers and buyers to make more informed and strategic choices about assortments, financial targets and inventory allocation. Centric Planning’s interconnected modules are flexible, highly configurable and span the entire retail planning process from pre-season to end-of-season, including; Merchandise Financial Planning, Assortment Planning & Buying, Range Planning (Assortment Strategy & Optimization), Store Allocation & Replenishment, Supply Planning, Wholesale Demand Planning, and the Centric Visual Boards™; Visual Assortment Planning and Visual Omnichannel Showroom. In addition to a native integration to other Centric Software solutions; Centric Planning users can benefit from a wide variety of integrations with 3rd party solutions including PLMs, eCommerce tools, ERPs, PIMs, POS systems, SCM, WMS, 3PL systems and more. Built to be fast, easy and smart; Centric Planning is available via agile deployment and Centric Software’s seamless implementation methodology, ensuring that 100% of customers go live. Centric proudly maintains a 100% Go-Live rate due to its scalable solutions for brands, retailers and manufacturers in six verticals – Fashion & Apparel/Outdoor, Cosmetics & Personal Care, Consumer Electronics, Home & Furniture and Consumer Goods – Centric prioritizes its clients’ growth and business development. Centric is trusted by major brands such as Guess, Bestseller, Replay, Saint Laurent, Trespass, Acne Studios, Triumph, Sloggi, Only, United Colors of Benetton, Gap China, Calvin Klein, Tommy Hilfiger and many more. Centric is proud to provide the best AI-driven solution, backed by the best team to service the best customers.

#### Who Is the Company Behind Centric Planning?

- **Seller:** [Centric Software](https://www.g2.com/sellers/centric-software-d8c48b12-db67-42fe-b798-24afe25eb26f)
- **Year Founded:** 2004
- **HQ Location:** Campbell, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=11c77751820fe7f3d73e3451a106fe12d031ed280f1d876c3613636bb6c4d8e9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcentric-software%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,422 employees on LinkedIn®

### [Churchill Team Edition](https://www.g2.com/products/churchill-team-edition/reviews)

Predictive analytics solution for medium to large retailers that is focused on identification, prediction and recommendation.

#### Who Is the Company Behind Churchill Team Edition?

- **Seller:** [Al-Based Retail Analytics Churchill System](https://www.g2.com/sellers/al-based-retail-analytics-churchill-system)
- **Year Founded:** 1989
- **HQ Location:** Novi, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=04bdc784efdc12f55a7e744222ecacdcf75a72201b9c0d78b460391706590fe1&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fchurchill-systems-inc%2F&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

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

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](https://www.g2.com/sellers/decile)
- **Year Founded:** 2020
- **HQ Location:** Washington, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=64060ebd26d35e2ea0b8d6128261d27011942ac6b454080bfb65a8d77a3840b9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdecile%2F&secure%5Burl_type%5D=linkedin_company_website)  
20 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

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

**["Analytics solution for gaining insights in ecom activity."](https://www.g2.com/survey_responses/decile-review-8337668)**

**Rating:** 4.0/5.0 stars

_— Gurpreet Singh N._

[Read full review](https://www.g2.com/survey_responses/decile-review-8337668)

### [Dolmen](https://www.g2.com/products/dolmen/reviews)

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](https://www.g2.com/sellers/dolmen)
- **Year Founded:** 2011
- **HQ Location:** Rennes, FR
- **Twitter:** @dolmentech  
1,821 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a40b0c7723c389e6fb9b7bb5cdac088c60c3ea4ffd6103081e1b4a77b099875a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdolmentech%2F&secure%5Burl_type%5D=linkedin_company_website)  
90 employees on LinkedIn®

### [eLeader Shelf Recognition AI](https://www.g2.com/products/eleader-shelf-recognition-ai/reviews)

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: 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](https://www.g2.com/sellers/eleader)
- **Year Founded:** 2000
- **HQ Location:** Lublin, PL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=eaf9e52dadd66b347c99bd6f788bd70e34a185ea4eefa2e7155fc2a496665583&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Feleader&secure%5Burl_type%5D=linkedin_company_website)  
149 employees on LinkedIn®

### [eyos connect](https://www.g2.com/products/eyos-connect/reviews)

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?

- **Seller:** [eyos Singapore](https://www.g2.com/sellers/eyos-singapore)
- **HQ Location:** Singapore, SG
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=42d3ce8e7f4a2506029dfc9596f501338c492d0e959987f9e55975cde1468efb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10176670&secure%5Burl_type%5D=linkedin_company_website)  
28 employees on LinkedIn®

### [Hivery](https://www.g2.com/products/hivery/reviews)

HIVERY is a multi-award winner pioneer of hyper-local retailing, combining artificial intelligence (AI), operations research, and human-centred design to help consumer packaged goods (CPG) manufacturers and retailers generate a return on physical space investments. HIVERY is transforming category management and retail trade promotion with innovative algorithms sourced from Australia's national science agency - CSIRO's Data61. HIVERY is venture-backed and headquartered in Sydney, Australia, with offices in the USA and Japan. HIVERY was founded on the vision that Data Has A Better IdeaTM - and we’re working together with our clients to uncover its full potential. We have 3 SaaS-based solutions 1) AI in category management The world’s first true store level strategy simulation & optimization solution. One-click, rapid, ML-driven to operationalize your category strategy. It can: 1.1. Perform rapid category scenario Simulate multiple strategic scenarios and run playbacks to evaluate business impact and assortment decisions. It will transform your Joint Business Planning (JBP) sessions (in minutes, not months) 1.2. Generate space assortment aware PSA ready planograms in minutes. Generate fully store-level executable planograms that simultaneously understand space and assortment for each store quickly 1.3. Smart store-level planograms Factor your own custom merchandising constraints, goals and brand flow rules as into HIVERY Curate’s model while seeing the impact of transferable and incremental demand when adding or removing any SKUs AI in Vending Machines HIVERY Enhance uses your existing vending management system data and our powerful AI-driven engine to enhance and optimise the mix of product, space and price for each machine in your fleet. It factors only a few data variables to make recommendations that maximise profit. AI in trade promotional optimization HIVERY Promote solution assists CPG companies in predicting the demand impact of their promotional calendar. It models several demand signals, including product catalogue, store placement, seasonality, own and cross-retailer competitor price elasticities, and generates accurate demand predictions along with a range of KPIs. Ultimately, PE will incorporate its optimisation capability to deliver an implementable promotional calendar corresponding to required business KPIs.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Hivery?

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

#### Who Is the Company Behind Hivery?

- **Seller:** [Hivery](https://www.g2.com/sellers/hivery)
- **HQ Location:** Surry Hills, AU
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=559ec925a27f27a68dcdbdd04d1c95ad95f07d2999ebc47297000445caea6f00&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhivery&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

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

**["Personal review of hivery"](https://www.g2.com/survey_responses/hivery-review-7783899)**

**Rating:** 5.0/5.0 stars

_— Ganesh K._

[Read full review](https://www.g2.com/survey_responses/hivery-review-7783899)

### [Hypertrade](https://www.g2.com/products/hypertrade/reviews)

Hypertrade is a well-established retail tech company founded in 2005, powered by retail experts, consultants, data scientists, and technologists. With retail expertise across Asia, Africa, and the Middle East, we guide CPG brands and retailers through digital and data transformation. Our AI-driven SaaS solutions simplify, automate, and optimize key retail processes: · Replenishment: Automate ordering with AI-driven replenishment · Category Management: Utilizing AI-based automatic decision systems and leveraging predictive and prescriptive analytics for business processes focused on financial gains · Planogram Optimization: AI-powered planogram building and optimization · Assortment Optimization: Refine product assortment using AI and shopper preferences · Promotion Workflow Automation: Automate promotion material production from leaflets to ads · Customer Intelligence: Gain insights into shopper behavior and customer segmentation · Data transformation: Centralized platform to aggregate and harmonize data from multiple retailer sources Hypertrade's centralized data platform harmonizes siloed data for real-time analytics. Our solutions deliver actionable insights, predict trends, and drive measurable results through automation, integration with existing systems, and end-to-end consulting support.

#### Who Is the Company Behind Hypertrade?

- **Seller:** [Hypertrade](https://www.g2.com/sellers/hypertrade-494eb8fb-2bb9-4c8b-8fc2-07f3c06cada5)
- **Year Founded:** 2005
- **HQ Location:** Bangkok, TH
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c7182881e0640c449cbeb7087f73624bec2e11b38cfb48ba5f10ca6ba0fb1543&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhpt-ariane&secure%5Burl_type%5D=linkedin_company_website)  
34 employees on LinkedIn®

### [i2o Retail](https://www.g2.com/products/i2o-retail/reviews)

i2o Retail is an advanced e-commerce intelligence and automation platform designed to help brands and agencies maximize sales, optimize distribution, and protect their brand presence across online marketplaces. With integrations for Amazon (1P & 3P), Walmart, and other major e-commerce platforms, i2o provides actionable insights and automated solutions across key areas: 1. Brand Protection – Automated enforcement against unauthorized resellers, MAP violators, and Buy Box threats. 2. Growth Accelerator – AI-powered analytics to optimize pricing, ad spend, and sales performance. 3. Digital Shelf Monitoring – Real-time tracking of product listings, pricing changes, and content compliance. 4. Sales Forecasting & Analytics – Machine learning-driven insights to improve revenue predictability and profitability. Used by top global brands, i2o empowers businesses with the data and automation they need to succeed in today’s competitive online retail landscape.

#### Who Is the Company Behind i2o Retail?

- **Seller:** [i2o Retail](https://www.g2.com/sellers/i2o-retail)
- **Year Founded:** 2018
- **HQ Location:** Seattle, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2b9aac9df087d915245ae7717a9d0dbc61a4b6640969723dd470d60a7e2a5d3b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F49143647&secure%5Burl_type%5D=linkedin_company_website)  
69 employees on LinkedIn®

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Below are the top-rated Retail Analytics Software with Consumer Packaged Goods (CPG) capabilities, as verified by G2’s Research team. Real users have identified Consumer Packaged Goods (CPG) as an important function of Retail Analytics Software. Compare different products that offer this feature so you can decide which is best for your business needs.

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