Best Retail Analytics Software - Page 7

How Many Retail Analytics Software Products Does G2 Track?

Total Products under this Category: 245

Category Stats (Sep 2026)

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

Last updated: September 15, 2026

How Does G2 Rank Retail Analytics Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,200+ Authentic Reviews
  • 245+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Retail Analytics Software

G2 Grid® for Retail Analytics Software plotting products by satisfaction and market presence

Highlighted products: Shopify POS, Crisp Data Platform, Board, Stackline, SPS Commerce Analytics, Epos Now, SMS Storetraffic T.M.A.S., and Dataweave.

Underlying data: [Grid® JSON](https://www.g2.com/categories/retail-analytics/grids.json?focus%5B%5D=shopify-shopify-pos&focus%5B%5D=crisp-data-platform&focus%5B%5D=board&focus%5B%5D=stackline&focus%5B%5D=sps-commerce-analytics&focus%5B%5D=epos-now&focus%5B%5D=sms-storetraffic-sms-storetraffic-t-m-a-s&focus%5B%5D=dataweave)

retailMetrix

RetailMetrix is a full data analytics platform for retailers with the mission of enabling retailers to get value from their data. We process and store sales, labor and customer data using state of the art data warehouse technologies. Our dashboards and reports allow retailers to easily find the data that matters to them, saving them time and enabling them to make better data driven decisions.

Average Rating: 5.0/5.0

Total Reviews: 2

Who Is the Company Behind retailMetrix?

Who Uses This Product?

  • Company Size: 50% Medium

What Are Recent G2 Reviews of retailMetrix?

RetailNext

E-commerce style shopper analytics for brick-and-mortar stores, brands and malls. Why invest in point solutions when you can invest in the only future-proof system that scales with you? Traffic, Shopper Journey, Visual Merchandising, Asset Protection, and more, in a single fully-integrated platform. Accurately measure foot traffic to your stores in real-time with the most advanced traffic system ever built. Enjoy instant access to high-resolution recorded video to easily perform your own audits at your convenience, and at no extra cost. Measure, display, and control store occupancy in real-time to instill confidence in shoppers and safely reopen your stores. Analyze historical occupancy rate trends for your locations. Check if locations are underutilized or overcrowded, and verify compliance with specified occupancy limits. Get complete visibility into how shoppers move through the various areas of your store as part of their journey. Segment shoppers by demographics, purchase activity, and much more.

Average Rating: 4.2/5.0

Total Reviews: 3

How Do G2 Users Rate RetailNext?

  • Validation : 10.0/10 (Category avg: 8.4/10)
  • Correction: 10.0/10 (Category avg: 8.2/10)
  • Cleansing: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind RetailNext?

  • Seller: RetailNext
  • Year Founded: 2007
  • HQ Location: Campbell, US
  • Twitter: @RetailNext
    18,247 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    300 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Large, 33% Medium

What Are Recent G2 Reviews of RetailNext?

What Are G2 Users Discussing About RetailNext?

Salient

Salient’s Consumer Goods Application gives you a complete picture of performance by correlating all relevant information your company gathers. Sources include Route Accounting Systems, cost of goods, operations, financials, as well as syndicated data such as Nielsen or IRI. This allows executives, sales managers, and field reps to evaluate sales and profitability within their customers and products, as well as improve effectiveness of space allotted.

Average Rating: 4.4/5.0

Total Reviews: 12

How Do G2 Users Rate Salient?

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

Who Is the Company Behind Salient?

  • Seller: Salient Management Company
  • Year Founded: 1986
  • HQ Location: Horseheads, NY
  • Twitter: @SalientMgmtComp
    17 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    162 employees on LinkedIn®
  • Phone: 607-739-4511

Who Uses This Product?

  • Top Industries: Food & Beverages
  • Company Size: 69% Medium, 38% Large

What Do G2 Reviewers Say About Salient?

AI-generated summary from verified user reviews

Pros
  • Users value the customization options in Salient, allowing tailored reports and flexibility to meet diverse needs.
  • Users value the detailed reports and customizable filters of Salient for in-depth data analysis and insights.
  • Users appreciate the robust data visualization capabilities of Salient, enabling tailored reports and insights for various needs.
  • Users appreciate the flexible reporting features of Salient, enabling detailed analysis and customer insights with ease.
  • Users value the flexible reporting options in Salient, enabling tailored insights into customer spending and trends.
Cons
  • Users find the pricing model expensive as only one user can access it, requiring inconvenient coordination.
  • Users find Salient not user-friendly due to single-user access and the need for multiple purchases for team usage.

What Are Recent G2 Reviews of Salient?

What Are G2 Users Discussing About Salient?

SPINS

Product intelligence for retailers: assortment decisions based on ingredients, nutritional elements, and lifestyles motivating shoppers

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate SPINS?

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

Who Is the Company Behind SPINS?

  • Seller: SPINS
  • Year Founded: 1995
  • HQ Location: Chicago, US
  • LinkedIn® Page: www.linkedin.com
    531 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of SPINS?

1010 Data

Its designed to deliver powerful insights on all of your data using a single, cohesive, integration-friendly system. Its scalable, democratic, flexible, and incredibly fast.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate 1010 Data?

  • Ease of Admin: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind 1010 Data?

  • Seller: SymphonyAI
  • Year Founded: 2017
  • HQ Location: Palo Alto, California
  • Twitter: @SymphonySummit
    470 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,087 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of 1010 Data?

What Are G2 Users Discussing About 1010 Data?

11Ants

"The big shift taking place in retail today is from being transaction focused to customer focused. 11Ants data insights solution helps marketing, merchandizing, and operations truly understand customer behavior to make better decisions faster. Over 4,000 stores globally are doing better today thanks to 11Ants. Retail data gold tends to be well hidden. Yet most retailers count on shallow metrics like sales, units sold and margins that reveal little. 11Ants digs much deeper. Want a new high margin revenue stream by commercializing data and insights to suppliers? 11Ants does that too. 11Ants is built for the mid-market to enterprise size retailer doing $100 million or more in revenue."

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind 11Ants?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of 11Ants?

What Are G2 Users Discussing About 11Ants?

a4RetailStores

a4RetailStores is able to forecast future sales and customer demand. The application excels the statistical approach by using complex data analytics algorithms.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind a4RetailStores?

  • Seller: A4E Ltd
  • Year Founded: 2015
  • HQ Location: Sofia, BG
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of a4RetailStores?

What Are G2 Users Discussing About a4RetailStores?

Accelerated Analytics, LLC

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

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Accelerated Analytics, LLC?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Accelerated Analytics, LLC?

Algonomy Merchandising & Supplier Collaboration Suite

Algonomy orchestrates retail and supply chain planning decisions, synchronizing supply and demand while fostering true supply chain collaboration. As a top-rated vendor in retail technology, Algonomy's platform fuels the success of over 400 retail brands including Mcdonald's, Comcast, HP, Honeywell and Walmart Canada. Through precision-guided decisions, Algonomy helps retailers improve availability, reduce shrinkage, minimize operational costs, and optimize inventory. Know more at https://algonomy.com/merchandising-supply-chain-optimization/

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate Algonomy Merchandising & Supplier Collaboration Suite?

  • Ease of Admin: 6.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Algonomy Merchandising & Supplier Collaboration Suite?

  • Seller: Algonomy
  • Year Founded: 2004
  • HQ Location: San Francisco, US
  • Twitter: @WeAreAlgonomy
    12,476 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    389 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

Aptos Analytics

Aptos is a provider of analytics, business intelligence and warehousing solutions for retailers that includes inventory balance, price management, order management, allocation, replenishment and more.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Aptos Analytics?

  • Seller: Aptos
  • HQ Location: Alpharetta, US
  • Twitter: @Aptos_Retail
    1,784 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    730 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Aptos Analytics?

What Are G2 Users Discussing About Aptos Analytics?

Bedrock

Bedrock's software takes syndicated & retail data (Nielsen, IRI/Circana, SPINS, Whole Foods, etc) and transforms it into dynamic selling stories for consumer product goods (CPG) sales teams. The software gives sales & marketing managers easy to apply data-based selling stories that are fine tuned to do three things - sell more products in to retail, keep customers'​ products in retail and find ways to optimize their categories. Bedrock’s next generation software platform utilizes machine learning to make faster and smarter recommendations for our customers. We have a broad set of customers ranging from small natural foods companies to multi-national conglomerates. Contact us to schedule a demo.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Bedrock?

  • Seller: Bedrock Analytics
  • Year Founded: 2013
  • HQ Location: Oakland, US
  • Twitter: @bedrockanalytic
    93 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Bedrock?

What Are G2 Users Discussing About Bedrock?

BIRetail

BIRetail offers retail analytics solution providing retailers with data-driven insights for sustained decision making.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind BIRetail?

  • Seller: BI Retail
  • Year Founded: 2007
  • HQ Location: Bangalore, IN
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of BIRetail?

BRdata

BRdata's Enterprise Suite offers a complete back-office solution for wholesalers, retailers and grocery store chains. Manage all store chains from your centralized headquarters using BRdata Host. Your powerful and flexible in-store solution is BRdata Store; track sales movement, maintain item, price and cost information, print shelf labels, create orders and use RF handhelds directly from aisles.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind BRdata?

  • Seller: BRdata
  • Year Founded: 1979
  • HQ Location: Melville, US
  • Twitter: @BRdata
    96 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    75 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of BRdata?

What Are G2 Users Discussing About BRdata?

CATAPULT

Catapult Web Office elevates enterprise management with a web-based back office functionality that provides insite to manage locally-owned and multi-location regional and national chains.

Average Rating: 3.8/5.0

Total Reviews: 4

How Do G2 Users Rate CATAPULT?

  • Ease of Admin: 6.7/10 (Category avg: 8.7/10)

Who Is the Company Behind CATAPULT?

  • Seller: ECRS
  • Year Founded: 1989
  • HQ Location: Boone, US
  • Twitter: @ecrsoftwarecorp
    3 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    243 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 75% Medium, 25% Small

What Are Recent G2 Reviews of CATAPULT?

What Are G2 Users Discussing About CATAPULT?

Comeby.io Retail Analytics

Ever wondered how many people pass by your store every day? With ComeBy’s traffic solution, you’ll know just that, our innovative technology captures a wealth of shopper data directly from your store. We provide data such as footfall, browsing behavior, conversion rate of each aisle, potential friction point within your store, etc. With these data, you can tell why a certain product sells the way it sells, and how it relates to the location of the store, the location of the shelf, the location of the product on the shelf, the weather, the day of the week, etc.

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate Comeby.io Retail Analytics?

  • Validation : 10.0/10 (Category avg: 8.4/10)
  • Correction: 10.0/10 (Category avg: 8.2/10)
  • Cleansing: 10.0/10 (Category avg: 8.1/10)

Who Is the Company Behind Comeby.io Retail Analytics?

Who Uses This Product?

  • Company Size: 100% Small
Subhransu Sahu
SS
Researched and written by Subhransu Sahu
Updated October 3, 2024