# Best Retail Analytics Software - Page 9

## 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**

### TaxCloud

TaxCloud is a sales tax compliance solution for growing ecommerce businesses that removes stress and uncertainty as sales tax complexity increases. We combine a reliable product experience with real human support, giving businesses confidence that sales tax is handled correctly without unnecessary cost or overhead as they grow.

[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=2026-08-13T22%3A27%3A58Z&secure%5Bdisplayable_resource_id%5D=1235&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=3682&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=3682&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%3D9&secure%5Btoken%5D=d68c3462aa36b2d539425d9845b3163e28c964e41fbc9fbc8a6a34d6286ccfb6&secure%5Burl%5D=https%3A%2F%2Ftaxcloud.com%2Flp%2Fbrand-home%2F%3Futm_campaign%3Dg2-clicks%26utm_content%3Dproducts-taxcloud-reviews%26utm_medium%3Dreview-sites%26utm_source%3Dg2&secure%5Burl_type%5D=free_trial)

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

Trakwell.ai is a retail analytic software that utilizes AI-vision so businesses can see their foot traffic, improve their teams, and automate their sales.   Most systems merely count foot traffic and provide the data. We connect foot traffic analytics to every part of a business to track the entire customer journey; including advertising, in-store experience, sales results, and follow up tools and goaling that keep customers coming back.

**Average Rating:** 3.5/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Trakwell.ai?

- **Validation :** 8.3/10 (Category avg: 8.3/10)
- **Correction:** 10.0/10 (Category avg: 8.2/10)
- **Cleansing:** 8.3/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Trakwell.ai?

- **Seller:** [Trakwell.ai](https://www.g2.com/sellers/trakwell-ai)
- **Year Founded:** 2008
- **HQ Location:** Tualatin, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7567c583f957feb15e122a09c764f47c35bb8774d2ad473f1fd98b2a43f4e7ce&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F19097243&secure%5Burl_type%5D=linkedin_company_website)  
12 employees on LinkedIn®

#### Who Uses This Product?

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

### [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)

### [20:20 Sales View](https://www.g2.com/products/20-20-sales-view/reviews)

A daily dashboard of actionable insights to manage business performance in real-time with the flexibility to configure reports to match your KPIs.Identify distribution changes and out-of-stocks, track new product introductions, and identify opportunities to improve promotional execution by-store by-SKU.

#### Who Is the Company Behind 20:20 Sales View?

- **Seller:** [20:20 Retail Data Insight](https://www.g2.com/sellers/20-20-retail-data-insight)
- **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®

### [7P - AI Demand Forecasting](https://www.g2.com/products/7p-ai-demand-forecasting/reviews)

Accurately predict demand and streamline operations with 7P's AI Demand Forecasting. Our solution leverages AI to optimize inventory, reduce costs, and improve customer satisfaction. Make informed, data-driven decisions that align resources with market needs, ensuring your business stays ahead in dynamic industries.

#### Who Is the Company Behind 7P - AI Demand Forecasting?

- **Seller:** [7Puentes](https://www.g2.com/sellers/7puentes)
- **Year Founded:** 2007
- **HQ Location:** Lomas de Zamora, AR
- **Twitter:** @7pdata  
27 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b2370c5b2e662a7608652f93a387faf0d6c955188119aaef81c5855f4b58dbc5&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2F7puentes&secure%5Burl_type%5D=linkedin_company_website)  
24 employees on LinkedIn®

### [Accelerated Analytics, LLC](https://www.g2.com/products/accelerated-analytics-llc/reviews)

Accelerated Analytics is a fully managed retail sell-through analytics and demand signal repository (DSR) service purpose-built for prestige beauty, fragrance, and personal care brands. For more than 20 years, we have collected, cleansed, and harmonized retailer-direct point-of-sale (POS), EDI 852, and direct-to-consumer (DTC) data into a single source of truth, delivering timely sales and inventory reporting at the SKU and store level. Unlike self-serve BI tools, Accelerated Analytics is a white-glove managed data service. Our team handles data collection from every retailer portal, plus validation, harmonization, and report building, and each client is assigned a dedicated account manager. Reports land every Monday morning (or daily, if you prefer), delivered however your team already works: Microsoft Power BI, AI chatbot, Excel, and email. We support the retailers beauty and fragrance brands sell through, including Ulta, Sephora, Bluemercury, Macy's, Nordstrom, Dillard's, and Amazon, and turn that data into field sales ROI, promotion performance, out-of-stock and inventory analysis, and store-level opportunity targeting. Leading beauty brands including including PUIG, Estée Lauder, Anastasia Beverly Hills, Parfums de Marly, Augustinus Bader, Dolce & Gabbana, and Morphe, rely on Accelerated Analytics to grow sell-through and get their teams out of spreadsheets and back to selling. Key capabilities - Retailer-direct POS and EDI 852 data collection and harmonization - Demand signal repository (DSR): one clean source of truth for all retail data - SKU- and store-level sell-through and inventory reporting - Field sales and promotion ROI analysis - DTC and omnichannel sales integration - Out-of-stock, distribution void, and replenishment insights - Delivery via web portal, email, Excel, and Microsoft Power BI - Fully managed service with a dedicated account manager

#### Who Is the Company Behind Accelerated Analytics, LLC?

- **Seller:** [Accelerated Analytics](https://www.g2.com/sellers/accelerated-analytics)
- **Company Website:** www.acceleratedanalytics.com
- **Year Founded:** 2003
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4cee095d4cd55026c069278315a9e9e524035f1a0d3e76fe440b44ae3830c4b5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faccelerated-analytics-llc-%2F&secure%5Burl_type%5D=linkedin_company_website)

### [ACCEO Smart Vendor](https://www.g2.com/products/acceo-solutions-acceo-smart-vendor/reviews)

ACCEO Smart Vendor: Empowering Retail Success with Advanced POS Solutions OVERVIEW ACCEO Smart Vendor is a robust and comprehensive Point-of-Sale (POS) and Retail Management System designed specifically to cater to the evolving needs of retailers. With over 40 years of trusted expertise in the retail solutions domain and a suite of more than four third-party integrations, ACCEO Smart Vendor stands out as a premier choice for businesses seeking to enhance operational efficiency, improve customer engagement, and drive revenue growth. KEY FEATURES • Progressive WebApp: ACCEO Smart Vendor harnesses the power of Progressive WebApp technology to provide retailers with fast, lightweight access to their POS system from any internet-enabled device, ensuring seamless operations and superior customer service, regardless of the platform. • Omnichannel Retailing: This feature integrates in-store, online, and mobile shopping experiences, creating a consistent brand presence across all channels. It centralizes inventory, sales, and customer data, facilitating easier management and analysis for retailers, and delivering a seamless shopping journey for customers. • On-Premise System with Online Backup: ACCEO Smart Vendor offers the reliability of an on-premise system with the added security of an online backup feature. This ensures continuous operation, even during network disruptions, safeguarding sales data and maintaining uninterrupted customer service. • E-Commerce Integration: Seamlessly integrate with leading e-commerce platforms such as Shopify, WooCommerce, and ECWID, enabling you to expand your online presence and manage both physical and online stores efficiently from a single system. BENEFITS • Enhanced Efficiency: Streamline your operations with advanced inventory management, customizable reporting, and efficient transaction processing, enabling you to focus on growth and customer satisfaction. • Improved Customer Experience: Offer personalized services, manage loyalty programs, and ensure product availability to meet and exceed customer expectations. • Data Security and Reliability: With its on-premise nature and online backup capabilities, ACCEO Smart Vendor provides a secure environment for your data, ensuring peace of mind and continuous access to critical business information. • Expanded Sales Channels: With direct integrations to popular e-commerce platforms, easily manage and synchronize your online and in-store sales, widening your market reach and enhancing revenue opportunities. JOIN THE REVOLUTION Discover why retailers across various verticals trust ACCEO Smart Vendor for their POS and retail management needs. ACCEO Smart Vendor is ideal for a diverse array of retail businesses, including but not limited to: • Fashion and Apparel Stores: Stay ahead in the fast-paced world of fashion with real-time inventory management and omnichannel sales capabilities. • Gift Shops: Enhance the shopping experience with personalized services and manage a wide range of unique inventory efficiently. • Garden Centres and Plant Nurseries: Cater to the seasonal nature of your products with robust inventory tracking and streamline the customer checkout process for both small items and large, bulky goods. • Home Decor and Furniture Retailers: Manage extensive inventories and complex product varieties with ease, offering a seamless shopping experience from showroom to online store. • Jewelry Stores: Provide exceptional customer service and detailed product tracking for high-value items, ensuring security and customer satisfaction. • Sporting Goods Stores: Keep up with seasonal trends and diverse product ranges, from apparel to equipment, ensuring your customers always find what they need. • Electronics Retailers: Handle fast-moving inventory and new product releases with a system that's as advanced as the products you sell. • Specialty Food and Beverage Shops: From artisanal foods to specialty drinks, manage perishable goods and batch tracking effortlessly. • Pharmacies and Health Stores: Ensure compliance and manage a broad range of health products, supplements, and prescriptions with detailed inventory control. • Toy and Hobby Shops: Delight customers of all ages by efficiently managing a dynamic and diverse range of products and promotions. No matter your retail niche, ACCEO Smart Vendor is equipped to propel your business to new heights with its comprehensive features, ensuring operational excellence, enhanced customer satisfaction, and a significant uptick in revenue. Experience the transformative power of ACCEO Smart Vendor—schedule your demo today and join the digital retail revolution.

#### Who Is the Company Behind ACCEO Smart Vendor?

- **Seller:** [ACCEO Solutions](https://www.g2.com/sellers/acceo-solutions)
- **Year Founded:** 1988
- **HQ Location:** Montréal, CA
- **Twitter:** @acceo\_solutions  
754 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0e5d4b50bd885b9dc4c457e7cd31b689b9a9ddf51c7c0369ca1be3706e2afdc7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Facceo-solutions%2F&secure%5Burl_type%5D=linkedin_company_website)  
433 employees on LinkedIn®

### [ADSR software](https://www.g2.com/products/adsr-software/reviews)

The ADSR (Automated Daily Sales Report) software is a product that enables businesses to automate the process of generating daily sales reports. The software captures revenue details from tenants or customers in a real-time and automated manner, without the need for manual intervention, guaranteeing accurate data without any tampering. The ADSR software is designed to help organizations maintain accurate financial records, minimize the risk of errors and discrepancies, and ensure compliance with financial regulations. The software can be customized to meet the specific needs of individual stakeholders, allowing for the creation of reports that are tailored to the needs of each department. The ADSR software provides several features, including automation, real-time data, customization, accuracy and transparency, and compliance, making it a valuable tool for businesses that need to maintain accurate financial records, ensure compliance with financial regulations, and make informed decisions based on real-time data. Overall, the ADSR software is a valuable product that streamlines the process of generating daily sales reports, providing accurate and reliable data for businesses to make informed decisions.

#### Who Is the Company Behind ADSR software?

- **Seller:** [Intouch Consumer Care Solutions](https://www.g2.com/sellers/intouch-consumer-care-solutions)
- **Year Founded:** 2010
- **HQ Location:** Pune, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=22b7e0c704c6f1a2a7f9196eb5a5a9652119ec5692bebe2a702b4d3b2e9d0121&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fonintouch-com&secure%5Burl_type%5D=linkedin_company_website)  
38 employees on LinkedIn®

### [Ailet: Retail Execution](https://www.g2.com/products/ailet-retail-execution/reviews)

End-to-end IR solution for precise retail execution and real-time analytics

#### Who Is the Company Behind Ailet: Retail Execution?

- **Seller:** [Ailet America](https://www.g2.com/sellers/ailet-america)
- **Year Founded:** 2016
- **HQ Location:** Dover, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f6400dc0c2f97aa72ed87c1a625c5c05bf4f768f54dda19532d7d9463e04ed28&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Failet&secure%5Burl_type%5D=linkedin_company_website)  
71 employees on LinkedIn®

### [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)

### [Appriss Retail Secure](https://www.g2.com/products/appriss-retail-secure/reviews)

Stop shrink without slowing sales. Appriss® Secure uses AI-driven exception analytics to detect fraud, policy violations, and process errors—so you can act quickly to protect profits without disrupting operations.  Trusted by 60+ out of the top 100 US retailers, merchants don’t just choose Appriss Secure for loss prevention. They choose it because it helps them act faster, coach smarter, and uncover the operational issues traditional reporting tools miss.  Secure delivers 6x ROI by reducing possible losses. Secure lowers shrink by 10%. Secure lowers promo expenses by 13%. Appriss Retail empowers teams with clear, actionable insights.   The Result?  Real ROI.    Tackle more risk with fewer resources.   Analyze behavior, inventory, and transactions to spot issues fast.   Streamline and strengthen your LP strategy.

#### Who Is the Company Behind Appriss Retail Secure?

- **Seller:** [Appriss Retail](https://www.g2.com/sellers/appriss-retail)
- **HQ Location:** Irvine, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2a7dcb23deb29549bfc1d0434014dc8da49d0a4a0daa7e6e39db8629f27c3277&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fappriss-retail%2F&secure%5Burl_type%5D=linkedin_company_website)  
140 employees on LinkedIn®

### [Autonomo Technologies](https://www.g2.com/products/autonomo-technologies/reviews)

Autonomo Technologies is a deep tech company specializing in autonomous store solutions that enhance both customer experience and retailer efficiency. By leveraging proprietary computer vision technology, Autonomo eliminates traditional checkout processes, allowing customers to tap their card or phone, select their products, and exit the store seamlessly. This innovation is designed to revolutionize convenience shopping by simplifying operations and increasing customer satisfaction.

#### Who Is the Company Behind Autonomo Technologies?

- **Seller:** [Autonomo Technologies](https://www.g2.com/sellers/autonomo-technologies)
- **Year Founded:** 2021
- **HQ Location:** Hamburg, DE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3927e112a66cd75cd6164f4e68bb4ce33e0a28f5e183b473141f899acf32a095&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fautonomo-gmbh%2F&secure%5Burl_type%5D=linkedin_company_website)  
53 employees on LinkedIn®

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

Avantalytics is a comprehensive, fully managed retail analytics platform providing secure harmonized data storage, forecasting, demand planning, sales analytics, automated ordering, field sales management, time tracking, competitive intelligence tracking, weather analytics, demographics and more.

#### Who Is the Company Behind Avantalytics?

- **Seller:** [Avantalytics](https://www.g2.com/sellers/avantalytics)
- **Year Founded:** 2011
- **HQ Location:** Arlington, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14c8d722c892839f47974f7aa0373947aca23a21bf704598519e8575b3473593&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Favantalytics%2F&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

### [Bold Metrics](https://www.g2.com/products/bold-metrics/reviews)

Bold Metrics is the leading AI solution for apparel retailers and brands looking to boost conversion, reduce returns and elevate the retail experience around sizing. Bold Metrics technology enables brands to build a scalable library of shopper digital twins, unlocking the power of body data to meet the demands of today's increasingly personalized world by empowering data-led technical design while improving sustainability efforts. Bold Metrics partners with apparel brands and retailers to focus on improving their consumer’s online shopping experience, driving eCommerce sales, minimizing returns, and establishing their credibility as environmentally responsible companies. Bold Metrics’ product suite offers accurate, scalable solutions that are easily integrated and tailored to fit the needs of any brand. What sets Bold Metrics apart as a leading AI solution provider for the apparel retail industry Tailor-accurate body measurement predictions: Bold Metrics has spent years building and training detailed machine learning models for predicting body measurements at a high level of accuracy without requiring the customer to measure themselves or take photos of their bodies while wearing tight-fitted clothing. Customers complete a simple survey to get accurate size recommendations based on individual fit preferences. Providing detailed information on how a garment fits: While providing a size recommendation alone is helpful to shoppers, understanding where the garment is loose or tight on their body gives the customer the chance to make their final sizing decision based on their unique fit preference. Actionable data for brands and retailers: For the first time, apparel brands and retailers can know the body measurements of their actual shoppers. This data can be leveraged to change how brands make their clothes (moving from assumption-based to data-based design), provide key supply chain optimizations, and improve other business areas where this data provides valuable insights. Low-friction onboarding/integration: By providing products through both an API (Virtual Tailor + Sizer) and a Javascript snippet (Smart Size Chart), Bold Metrics can easily integrate onto a myriad of eCommerce platforms and apps requiring limited resources from the client. Bold Metrics Products Virtual Tailor The gold standard for algorithmic body measurement prediction. Trusted by custom clothiers worldwide, the Virtual Tailor is proven to predict over 50 body measurements at a similar level of accuracy to a Master Tailor, with no measuring tape required. Harnessing our proprietary machine learning models to accurately predict body measurements without requiring your customer to take photographs of themselves in tight-fitted clothing. Customers answer four to six simple questions (no measuring tape required), and the Virtual Tailor API returns over fifty body measurements in under 500ms. Why use Virtual Tailor? Accuracy – the Virtual Tailor has been proven to be the most accurate solution on the market in countless studies. Easy to Integrate – our API works with every platform, from Hybris Demandware and Magento to Shopify; your developer will love how easy it is to get started with the Virtual Tailor. Scalable – from 100 to 1 billion monthly predictions; like all our products, the Virtual Tailor was built for scale. White-label experience – no branding requirements, completely seamless integration with your site’s look and feel. Virtual Sizer The fit backbone, solving fit at scale. Meet the Virtual Sizer, our flagship solution that powers fit at some of the largest brands in the world. Gone are the days of recommending the same size in every style; with the Virtual Sizer, you can help shoppers find the right size in the right style based on their unique fit preference. Why use Virtual Sizer? Tailored To Fit - Size can vary by style. Two different styles of jeans can have two different fits, which means two different sizes for some shoppers. Only the Virtual Sizer can help your shoppers find the right size and style based on their unique fit preferences. Sizing made personal - The Virtual Sizer provides detailed information about where garments are loose and tight across the body so your customer can choose a size based on how they like clothes to fit. Customized Recommendations - Leverage purchase and returns data to constantly update recommendations based on your shopper’s behavior and the impact different fits and fabrics have on sizing decisions. Proven Results - The Virtual Sizer is proven to increase conversion rates and decrease return rates. Proven results with clients see an average return rate reduction of 32%, making Bold Metrics a top choice for apparel brands championing sustainability. Smart Size Chart We’re all different, so it’s no surprise that we all like things to fit differently. Go beyond simple size recommendations and allow shoppers to visually see where clothes are tight and loose on their bodies so they can decide based on their unique fit preference. For example, a size 6 shirt might fit a customer best across all garment dimensions but may be tight around the stomach area. Some customers might be okay with this, others might want to see how the next size up fits; the Smart Size Chart makes this possible at the touch of a button. Why use a Smart Size Chart? Accurately predict over 50 body measurements and map to your specific garment data and relevant points of measure. Allow your shoppers to compare different sizes and pick their best fit based on personal fit preferences. Just four to six simple inputs are required (none that need a measuring tape). Easy to add to any existing eCommerce experience by simply copying and pasting a snippet of code. Contactless Fit Contactless Fit™ replicates the fitting room experience so customers can try on one size, then another, compare, and pick what fits them best according to personal fit and style preferences. Your dressing room just went digital. Along with recommending a size, Contactless Fit™ also replicates the fitting room experience, allowing customers to understand how different sizes would fit on their bodies without the need for physical try-on. Why use Contactless Fit? Give your customers an easy way to compare sizes and pick what fits them best based on their unique fit preferences. Contactless Fit™ gives tailor-level accuracy without photos. Four to six simple inputs are required (none needing a measuring tape). Give your in-store staff the tools they need to complement their expertise and allow them to provide a great experience around fit and sizing. iPads, touchscreen displays, robots - it’s all compatible with Contactless Fit™, so you can get started immediately without buying new hardware. Introducing a stand-alone point-of-sale solution with quick and easy scalable deployment to provide your customers with an end-to-end fit experience.

#### Who Is the Company Behind Bold Metrics?

- **Seller:** [Bold Metrics](https://www.g2.com/sellers/bold-metrics)
- **Year Founded:** 2017
- **HQ Location:** San Francisco, US
- **Twitter:** @boldmetrics  
3,184 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c9400dd09001bad11cf7077c98a96cb1d20acd375f630c9073b2a5e3f90e48f0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fboldmetrics%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
25 employees on LinkedIn®

### [bops Collaborative Inventory Intelligence Platform](https://www.g2.com/products/bops-collaborative-inventory-intelligence-platform/reviews)

Consumer brands of all sizes use bops' Collaborative Inventory Intelligence Platform to streamline their CPFR process. We synchronize inventory flow with consumer demand, helping consumer brands avoid stockouts, phantom inventory, and excess inventory through improved collaboration with their retail trade partners (Walmart, Target, Kroger, etc.) and internal supply chain teams.

#### Who Is the Company Behind bops Collaborative Inventory Intelligence Platform?

- **Seller:** [bopsAI](https://www.g2.com/sellers/bopsai)
- **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®

### [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®

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[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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