# Best Retail Analytics Software - Page 7

## 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=8595&focus%5B%5D=52919)

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

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=iqmetrix-interconnected-commerce&focus%5B%5D=omnia-retail)

**Sponsored**

### Meltwater

Meltwater empowers companies with a suite of solutions that spans media, social, and consumer intelligence. Since 2001, we’ve helped organizations harness the world’s data in real time to fuel smarter decisions, stronger performance and sustainable growth. By analyzing nearly 1 billion pieces of content each day and transforming them into vital insights, Meltwater unlocks the competitive edge needed to drive results. With 27,000 customers, 50 offices across six continents and 2,200 employees, Meltwater is the industry partner of choice for global brands making an impact. We activate the power of data so businesses can make smarter, faster decisions. With the most robust dataset across media, social, consumer trends – and now insights into how large language models (LLMs) shape brand visibility – we give companies a complete view of the conversations, behaviors, and signals influencing their markets. Our powerful AI turns this breadth of data into actionable insights, empowering teams across PR, communications and marketing to confidently drive strategy. -- Mira Studio (AI-Powered Media, Market, and Brand Intelligence Assistant) Key features - Natural language querying - Automated insights - Structured reports - Trend-spotting and explanations with suggested actions - Integrated throughout the full Meltwater Platform - Integrates with Copilot and Slack What is Mira Studio? Mira Studio is Meltwater’s conversational AI teammate for media, market, and brand intelligence. Mira Studio helps PR, comms, and marketing teams cut through complexity and reduce time spent on manual analysis, with prompt-driven reporting, briefing, simplified data exploration, and real-time answers. Who uses Mira Studio? Teams that need quick and shareable insights while reducing manual time spent digging through data. Mira Studio converts Meltwater data into summaries, visuals, and provides explanations through natural language interaction. Get to the why of what’s happening, not just the what. -- Media Intelligence for PR (Media Monitoring and Analysis Platform) Key capabilities - Monitor 6M different media sources - Unlimited search - Real-time alerts - Journalist identification - Competitive benchmarking - Unified, shareable reporting - Predictive analytics for mention forecasting - Brand-level sentiment What is Meltwater Media Intelligence? Meltwater’s media intelligence platform monitors and analyzes earned media coverage through tracking brand mentions and narratives across news, print, broadcast, podcasts, and social media. This enables faster response times to trends or feedback through real-time awareness of message penetration, emerging risks, and consumer sentiment. Who Uses Meltwater Media Intelligence? PR and comms teams use Meltwater Media Intelligence to strengthen PR strategies with accurate measurement of brand impact across media sources. With journalist outreach capabilities within a single platform, PR efforts are streamlined for better results. -- Social Listening and Analytics Key capabilities - Monitoring 200B+ social conversations - Analysis of 300M+ social profiles - Influencer identification - Shareable reporting across earned, owned, and paid social - Brand-level sentiment and predictive analytics for brand measurement and forecasting - AI agents for Boolean search creation and management - AI-powered insights summarize brand and topic narratives - Access to Meltwater API What is Meltwater Social Listening and Analytics? Meltwater social listening and analytics is an integrated platform providing monitoring and AI-powered analysis for billions of social conversations. Connect consumer insights to social strategy and marketing campaigns for a seamless approach to brand promotion, quicker crisis response, and powerful competitor insights without data caps. Who uses Meltwater Social Listening? Marketing and social teams in charge of consumer, competitor, and industry insights. -- Influencer Management (Klear – Influencer Relationship Management Platform) Key capabilities - Database of 30M+ global creator profiles - AI-driven influencer discovery and recommendations - Influencer vetting and brand safety analysis - AI-driven outreach and relationship management - Campaign management and creator collaboration tools - Performance benchmarking and ROI tracking - Competitive influencer intelligence What is our influencer management solution? Klear is Meltwater’s influencer discovery and influencer relationship management solution. Vet, manage, and measure influencers and campaigns at scale from within a single tool. AI-powered influencer recommendations improves targeting accuracy, providing better matches and influencing better ROI. Who uses our influencer management solution? Marketing, PR, and Influencer teams use Klear for implementing and scaling their influencer campaigns. Outreach, gifting, payment, analysis and reporting can all be managed through our platform. -- Enterprise and Professional Services Key capabilities - Analyst-led insights and reporting - Custom data configurations - Enterprise-grade support and delivery What is Meltwater Enterprise and Professional Services? Customized intelligence solutions and professional services from Meltwater experts supports large enterprises with advanced or bespoke requirements. This service provides complex data analysis and reporting that go beyond standard product workflows, and ensures fast and accurate delivery for high-stakes or large-scale intelligence needs.

[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=2026-08-11T03%3A00%3A19Z&secure%5Bdisplayable_resource_id%5D=350&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=2814&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=2814&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%257Cadbae71a-1045-46aa-ba14-e7087473077f%26page%3D7&secure%5Btoken%5D=038e041b6cce716fdf3127219a574de38eadd34cfa69e60c72cf9c005b964923&secure%5Burl%5D=https%3A%2F%2Fwww.meltwater.com%3Futm_source%3Dpaid-3rd-party%26utm_medium%3Dg2%26utm_campaign%3Dpaid-3rd-party-g2%26utm_content%3Ddemo-request&secure%5Burl_type%5D=custom_url)

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

Sellerview.ai is an e-commerce analytics platform that helps Amazon sellers identify profit leaks by breaking down performance at the SKU level-so you know exactly where money is being made and where it's quietly disappearing. The platform brings key metrics like TACoS, ACoS, ad spend, and profit margins into one unified dashboard, giving sellers complete visibility into their business performance. By simplifying complex data and highlighting inefficiencies, Sellerview.ai enables brands, sellers, and agencies to stop guessing and make data-driven decisions to scale profitably. Sellers can also try Sellerview's free Amazon FBA Profit Calculator (https://sellerview.ai/amazon-fba-profit-calculator) to see exact fees, ad spend impact, and true net profit per unit before connecting their full account.

**Average Rating:** 5.0/5.0

**Total Reviews:** 4

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

- **Seller:** [Sellerview.ai](https://www.g2.com/sellers/sellerview-ai)
- **Year Founded:** 2026
- **HQ Location:** New York, US
- **Twitter:** @sellerviewai  
4 Twitter followers
- **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=542daacd2fdd5e717f21020de904a68cefd73cbdd1d12ceca4d362f7251def8a&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fsellerviewai&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Sellerview.ai?

**["Unmatched SKU-Level Profit Clarity Without the Spreadsheet Hassle"](https://www.g2.com/survey_responses/sellerview-ai-review-13212396)**

**Rating:** 5.0/5.0 stars

_— Shivansh ._

[Read full review](https://www.g2.com/survey_responses/sellerview-ai-review-13212396)

**["Effortless Product Research with Valuable Insights"](https://www.g2.com/survey_responses/sellerview-ai-review-12871339)**

**Rating:** 5.0/5.0 stars

_— Ujjwal P._

[Read full review](https://www.g2.com/survey_responses/sellerview-ai-review-12871339)

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

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](https://www.g2.com/sellers/spins)
- **Year Founded:** 1995
- **HQ Location:** Chicago, Illinois, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=518a95309fc611307ca4c8c608e09500eb850069607eb93f82d1e2f3215b6591&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fspins&secure%5Burl_type%5D=linkedin_company_website)  
523 employees on LinkedIn®

#### Who Uses This Product?

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

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

**["Reviewing SPINS"](https://www.g2.com/survey_responses/spins-review-7731713)**

**Rating:** 4.5/5.0 stars

_— Arpit B._

[Read full review](https://www.g2.com/survey_responses/spins-review-7731713)

**["Have amazing experience with SPINS"](https://www.g2.com/survey_responses/spins-review-7711173)**

**Rating:** 5.0/5.0 stars

_— Yashovardhan J._

[Read full review](https://www.g2.com/survey_responses/spins-review-7711173)

### [1010 Data](https://www.g2.com/products/1010-data/reviews)

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](https://www.g2.com/sellers/symphonyai-cf01fc99-7338-420c-9ae6-2c2a4552d056)
- **Year Founded:** 2017
- **HQ Location:** Palo Alto, California
- **Twitter:** @SymphonySummit  
470 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=39fa2cf17e2234d6aba86e0c18128a50167d80d8c2801b1a0f9efab806506b2a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsymphonyai%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,086 employees on LinkedIn®

#### Who Uses This Product?

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

#### What Are Recent G2 Reviews of 1010 Data?

**["Fantastic Program that can crunch a large amount of data"](https://www.g2.com/survey_responses/1010-data-review-6861832)**

**Rating:** 4.5/5.0 stars

_— Verified User in Food & Beverages_

[Read full review](https://www.g2.com/survey_responses/1010-data-review-6861832)

**["Excellent Data Management and Reporting Tool"](https://www.g2.com/survey_responses/1010-data-review-6644354)**

**Rating:** 4.0/5.0 stars

_— Verified User in Financial Services_

[Read full review](https://www.g2.com/survey_responses/1010-data-review-6644354)

#### What Are G2 Users Discussing About 1010 Data?

- [What is 1010 Data used for?](https://www.g2.com/discussions/what-is-1010-data-used-for)

### [11Ants](https://www.g2.com/products/11ants/reviews)

"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?

- **Seller:** [11Ants Analytics Group Limited](https://www.g2.com/sellers/11ants-analytics-group-limited)
- **HQ Location:** Auckland Central, NZ
- **Twitter:** @11AntsAnalytics  
782 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fb301501608a4a6c93d6a35b593ef6ca39f3cf922bf7372e438232dc57ac6e26&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F11ants-analytics-ltd%2F&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of 11Ants?

**["Best cloud retail program"](https://www.g2.com/survey_responses/11ants-review-5002568)**

**Rating:** 5.0/5.0 stars

_— Rahul S._

[Read full review](https://www.g2.com/survey_responses/11ants-review-5002568)

#### What Are G2 Users Discussing About 11Ants?

- [What is 11Ants Retail Insights Cloud used for?](https://www.g2.com/discussions/what-is-11ants-retail-insights-cloud-used-for)

### [a4RetailStores](https://www.g2.com/products/a4retailstores/reviews)

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](https://www.g2.com/sellers/a4e-ltd)
- **Year Founded:** 2015
- **HQ Location:** Sofia, BG
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6666bb95a0447e894e93d80294f0524eb49e77d3c0a1fa012e52fa76c68dc09e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fa4everyone&secure%5Burl_type%5D=linkedin_company_website)  
7 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of a4RetailStores?

**["Nice application for procuring stationary for office needs."](https://www.g2.com/survey_responses/a4retailstores-review-5237360)**

**Rating:** 5.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/a4retailstores-review-5237360)

#### What Are G2 Users Discussing About a4RetailStores?

- [What is a4RetailStores used for?](https://www.g2.com/discussions/what-is-a4retailstores-used-for)

### [Algonomy Merchandising & Supplier Collaboration Suite](https://www.g2.com/products/algonomy-merchandising-supplier-collaboration-suite/reviews)

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](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

### [Aptos Analytics](https://www.g2.com/products/aptos-analytics/reviews)

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](https://www.g2.com/sellers/aptos)
- **HQ Location:** Alpharetta, Georgia, United States
- **Twitter:** @Aptos\_Retail  
1,784 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b08e9aad351fc0edae693d736779ebea8526ca4e36ee47b0a05ee0f007dc0cb7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faptos-retail&secure%5Burl_type%5D=linkedin_company_website)  
765 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Aptos Analytics?

**["The best program in years. "](https://www.g2.com/survey_responses/aptos-analytics-review-443669)**

**Rating:** 4.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/aptos-analytics-review-443669)

#### What Are G2 Users Discussing About Aptos Analytics?

- [What is Aptos Analytics used for?](https://www.g2.com/discussions/what-is-aptos-analytics-used-for)

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

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](https://www.g2.com/sellers/bedrock-analytics)
- **Year Founded:** 2013
- **HQ Location:** Oakland, US
- **Twitter:** @bedrockanalytic  
93 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=48e7d980bbecf81ffc85235686c5eeac6839653ad58723fcfca1684c0b1c7623&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbedrock-analytics%2F&secure%5Burl_type%5D=linkedin_company_website)  
42 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

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

**["Easy to use and train others with"](https://www.g2.com/survey_responses/bedrock-review-9882273)**

**Rating:** 4.0/5.0 stars

_— Verified User in Marketing and Advertising_

[Read full review](https://www.g2.com/survey_responses/bedrock-review-9882273)

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

- [What is Bedrock used for?](https://www.g2.com/discussions/what-is-bedrock-used-for)

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

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](https://www.g2.com/sellers/bi-retail)
- **Year Founded:** 2007
- **HQ Location:** Bangalore, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c2c5c9ecbc151868ba7655ffc64406847bf54753526556674a3668f1a0a1c809&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbiretail%2F&secure%5Burl_type%5D=linkedin_company_website)  
18 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

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

**["Best data analytics and reporting tool for retail industry"](https://www.g2.com/survey_responses/biretail-review-7768140)**

**Rating:** 4.5/5.0 stars

_— Sakshi J._

[Read full review](https://www.g2.com/survey_responses/biretail-review-7768140)

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

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](https://www.g2.com/sellers/brdata)
- **Year Founded:** 1979
- **HQ Location:** Melville, US
- **Twitter:** @BRdata  
96 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=905427c7de2ed786bc6a0567baf49d104ae630a98ac790b2a2f30a1f49427cb4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbrdata-software-solutions&secure%5Burl_type%5D=linkedin_company_website)  
63 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

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

**["Sometimes it has a mind of its own"](https://www.g2.com/survey_responses/brdata-review-4855316)**

**Rating:** 4.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/brdata-review-4855316)

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

- [What is BRdata Enterprise Suite used for?](https://www.g2.com/discussions/what-is-brdata-enterprise-suite-used-for)

### [CATAPULT](https://www.g2.com/products/catapult-2022-07-13/reviews)

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](https://www.g2.com/sellers/ecrs)
- **Year Founded:** 1989
- **HQ Location:** Boone, US
- **Twitter:** @ecrsoftwarecorp  
3 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=efe33031eaeab0602d7dbbeae8d0f06ee11e819cbf768919dfa1eb8ba15ddf86&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fecr-software-corporation&secure%5Burl_type%5D=linkedin_company_website)  
240 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 75% Medium, 25% Small

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

**["Experienced Catapult user"](https://www.g2.com/survey_responses/catapult-review-724226)**

**Rating:** 5.0/5.0 stars

_— Sheryl G._

[Read full review](https://www.g2.com/survey_responses/catapult-review-724226)

**["Excellent And Improving POS Backend"](https://www.g2.com/survey_responses/catapult-review-712804)**

**Rating:** 5.0/5.0 stars

_— George R._

[Read full review](https://www.g2.com/survey_responses/catapult-review-712804)

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

- [What is Catapult Web Office used for?](https://www.g2.com/discussions/what-is-catapult-web-office-used-for)

### [Comeby.io Retail Analytics](https://www.g2.com/products/comeby-io-comeby-io-retail-analytics/reviews)

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: 8.3/10)
- **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?

- **Seller:** [Comeby.io](https://www.g2.com/sellers/comeby-io)
- **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®

#### Who Uses This Product?

- **Company Size:** 100% Small

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

Dema is a commerce analytics and AI platform that gives e-commerce and retail brands a single source of truth across their entire business - from product and inventory to marketing, customers, and profitability. Built for modern retail and DTC teams, Dema connects data from Shopify, Meta, Google, POS systems, ERPs, and more into one unified platform. Instead of stitching together reports across tools, teams get real-time profitability metrics, predictive insights, and AI-driven recommendations in one place. At the core of Dema is a commerce AI Agent that lets teams ask business questions in plain language and instantly get answers, dashboards, and actionable next steps - no SQL, no data exports, no manual setup. Every answer is grounded in real connected data, never invented metrics. Dema goes beyond reporting. Its Marketing Mix Modeling (MMM) combines causal inference with geo-based incrementality testing, so teams finally understand what's actually driving growth across channels — and can optimise for revenue, contribution margin, or profitable customer acquisition. Intelligent segmentation helps teams direct spend toward the customers and products that truly perform, improving bidding efficiency on Google and Meta. For brands that care about the bottom line, not just the top line, Dema tracks profitability after all costs in real time, across e-commerce, retail stores, and every marketing channel in between. Dema's customers include some of the world's most recognized fashion and lifestyle brands, including Acne Studios, Represent, Axel Arigato, and many more.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate DEMA?

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

#### Who Is the Company Behind DEMA?

- **Seller:** [DEMA](https://www.g2.com/sellers/dema)
- **Year Founded:** 2022
- **HQ Location:** Stockholm, SE
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c24dff2437c1457e60d06a5c4baaf957a6ab45ac0b2c938c15bc4affabbdc8dc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdema-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
55 employees on LinkedIn®
- **Ownership:** Marcus Tagesson

#### Who Uses This Product?

- **Company Size:** 100% Medium

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

**["The best ecom tool out there!"](https://www.g2.com/survey_responses/dema-review-12489384)**

**Rating:** 5.0/5.0 stars

_— Verified User in Consumer Goods_

[Read full review](https://www.g2.com/survey_responses/dema-review-12489384)

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

DotActiv offers all-in-one category management software that allows users to automate the creation of data-driven planograms, localised assortment and floor plans, and retail analytics. DotActiv also offers category management services underpinned by outstanding customer service, innovative software and a tried and tested methodology. With DotActiv software or services, retailers can drive category performance and improve in-store experiences while suppliers can gain influence over shelf space positioning and allocation.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### Who Is the Company Behind DotActiv?

- **Seller:** [DotActiv](https://www.g2.com/sellers/dotactiv-5446f39d-f548-42f7-a4be-8269c400bd48)
- **Year Founded:** 2001
- **HQ Location:** Cape Town, ZA
- **Twitter:** @DotactivGroup  
130 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c02932a4cb391ad2aa1aab697d1100510066f978f003e41df0c5ef04b2b0f57f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5076773%2F&secure%5Burl_type%5D=linkedin_company_website)  
106 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

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

**["My DotActiv Review"](https://www.g2.com/survey_responses/dotactiv-review-7751688)**

**Rating:** 4.5/5.0 stars

_— John E._

[Read full review](https://www.g2.com/survey_responses/dotactiv-review-7751688)

### [Eebz Digital Retail Analytics](https://www.g2.com/products/eebz-digital-retail-analytics/reviews)

Eebz is a digital shelf analytics platform purpose-built for consumer electronics, gaming, and appliance brands selling through online retailers. We combine real-time monitoring of pricing, availability, product content, and search rankings with Ada AI, an autonomous sales agent that turns shelf insights into revenue while your team sleeps. The platform tracks your products across 1,500+ e-commerce sites in 80 countries, with 97%+ data accuracy and multiple extractions per day. Our proprietary EebzPRS (Product Recognition System) automatically identifies and matches your products across retailers using GTIN, MPN, ASIN, or image recognition, no URL submission required. More than 95% of new products are tracked within days. Key solutions: PerfectPage™ - Score and optimise product listings across 70+ configurable content parameters. Brands report +12% conversion improvement. Price Monitoring - Daily visibility of pricing, promotions, and compliance across retailers and marketplace sellers. Clients achieve +24% average improvement in pricing compliance. Category Dynamics - Analyse entire categories to understand what drives top rankings. Clients report +20% average rank improvement. SearchUltra - Track product rankings for key search terms across retailers globally. Clients save an average of 7% on total retail media budget. Ada AI Sales Agent - Monitors the digital shelf 24/7, detects opportunities and issues, sends context-aware communications to buyers, and reports every interaction back to your CRM. Integrates with Salesforce, HubSpot, Box, SAP, Oracle, Salsify, and InRiver. Proprietary technology: Y-Station - Purpose-built extraction engine that navigates retailer websites like a real shopper, cross-references data for accuracy, and adapts to site changes in under 6 hours. EebzPRS - AI-powered Product Recognition System that finds and matches products across retailers automatically. No URLs required. 95% of new products tracked within days. Sixta PIM - Smart product information layer enriching data with territory, assortment strategy, and product lifecycle context. Three ways to access your data: The Eebz dashboard application, automated email alerts and exception reports, or direct API integration into your existing BI tools (Qlik, Tableau, Power BI). Your data, your rules. Eebz is independent, we don't buy retail media, we simply help brands optimise it. Our entire development and data science team is based in Windsor, UK. We onboard new retailers in days and new products in hours. Simple, transparent pricing: points-based, pay per market not by retailer, and no revenue-based charges, a direct advantage for high-value, low-margin product categories where competitors charge based on GMV. Built for brands that need to sell more online. Trusted by PlayStation, Samsung Mobile, Logitech, Turtle Beach, Konami, Ring, Warner Bros., SharkNinja, Sage, and Netatmo. "Eebz is passionate about e-commerce. Our UK-based team is committed to being the best technology partner for brands, distributors, and retailers all over the world." Peter Laughton, Co-Founder & CEO

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### Who Is the Company Behind Eebz Digital Retail Analytics?

- **Seller:** [Eebz](https://www.g2.com/sellers/eebz)
- **HQ Location:** Windsor, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e5d1f6e66e6dc6234c8331c4144a7f8c0c02d1ba1e8f6aa024384e3bb895740e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Feebz%2F&secure%5Burl_type%5D=linkedin_company_website)  
29 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Eebz Digital Retail Analytics?

**["Using Eebz to create the perfect page for our clients"](https://www.g2.com/survey_responses/eebz-digital-retail-analytics-review-12620044)**

**Rating:** 4.5/5.0 stars

_— Brandon U._

[Read full review](https://www.g2.com/survey_responses/eebz-digital-retail-analytics-review-12620044)

- [‹ Prev‹ Prev](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=6#product-list)
- [1](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score#product-list)
- [2](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=2#product-list)
- [3](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=3#product-list)
- [4](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=4#product-list)
- [5](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=5#product-list)
- [6](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=6#product-list)
- 7
- [8](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=8#product-list)
- [9](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=9#product-list)
- [10](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=10#product-list)
- [11](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=11#product-list)
- …
- [15](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=15#product-list)
- [16](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=16#product-list)
- [Next ›Next ›](/categories/retail-analytics?hsCtaTracking=deb43fb0-bf4c-4039-a72f-8660d1943f46%7Cadbae71a-1045-46aa-ba14-e7087473077f&order=g2_score&page=8#product-list)

Spotlight Categories

[Chatbots Software](https://www.g2.com/categories/chatbots)

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

[Sales Tax and VAT Compliance Software](https://www.g2.com/categories/sales-tax-and-vat-compliance)

[CRM Software](https://www.g2.com/categories/crm)

[Sales Performance Management Software](https://www.g2.com/categories/sales-performance-management)

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

Show More