# Best Retail Analytics Software - Page 5

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

**Total Products under this Category:** 230

### Category Stats (Aug 2026)

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

_Last updated: August 06, 2026_

## How Does G2 Rank Retail Analytics Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 4,200+ Authentic Reviews
- 230+ Products
- Unbiased Rankings

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

## G2 Grid® for Retail Analytics Software
 ![G2 Grid® for Retail Analytics Software plotting products by satisfaction and market presence](https://www.g2.com/categories/retail-analytics/grids.png?focus%5B%5D=135686&focus%5B%5D=166253&focus%5B%5D=115969&focus%5B%5D=991&focus%5B%5D=150628&focus%5B%5D=29188&focus%5B%5D=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**

### SAP Commerce Cloud

SAP Commerce Cloud is a proven enterprise commerce solution that helps organizations create personalized buying experiences and simplify commerce operations to drive profitable growth. Whether supporting B2B, B2C, or B2B2C business models, SAP Commerce Cloud provides the flexibility and scale to support organizations of all sizes while adapting to evolving customer expectations and commerce requirements. AI-powered capabilities such as intelligent product discovery, recommendations, shopping assistants, and guided selling help customers make confident purchasing decisions, while self-service experiences and commerce automation improve efficiency and reduce costs. Native SAP ERP integration and a broad partner ecosystem help connect customer demand with operational execution to deliver trusted commerce experiences at scale. SAP Commerce Cloud is trusted by more than 3,500 customers across 20 industries and 100 countries. Customers rely on the solution for enterprise-scale performance and reliability, supporting more than $570 billion in gross merchandise value and over 120 million orders.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1768&secure%5Bchosen_at%5D=2026-08-12T06%3A34%3A42Z&secure%5Bdisplayable_resource_id%5D=1768&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1768&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=785&secure%5Bresource_id%5D=1768&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fretail-analytics%3FhsCtaTracking%3Ddeb43fb0-bf4c-4039-a72f-8660d1943f46%257Cadbae71a-1045-46aa-ba14-e7087473077f%26page%3D5&secure%5Btoken%5D=09f76a30606c651a15557ced08c0b8dc5cc3ff80adce4dbced280f7ce088e1b0&secure%5Burl%5D=https%3A%2F%2Fwww.sap.com%2Fdocuments%2F2023%2F06%2Fe4554804-787e-0010-bca6-c68f7e60039b.rc.html%3Fcampaigncode%3DCRM-YD25-CEX-407333%26source%3DCOMMERCE-click-campaign-G2&secure%5Burl_type%5D=custom_url)

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

InfiEye is a powerful AI platform combining Computer Vision technology, that instantly detects shrinkages with unmatched accuracy and speed. The AI is capable of instantly recognizing shrinkage events, that are often notoriously elusive to detect and alert the store staff to intervene tactfully and assist shoppers. InfiEye empowers retailers and store managers with powerful video analytics that process live in-store surveillance feeds to optimize store operations, recognize shopper behavior and accurately detect shrinkage events as soon as they happen, that impact topline and elevate the in-store shopping experience.

**Average Rating:** 4.3/5.0

**Total Reviews:** 6

#### How Do G2 Users Rate InfiEye?

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

#### Who Is the Company Behind InfiEye?

- **Seller:** [Infilect](https://www.g2.com/sellers/infilect)
- **Year Founded:** 2018
- **HQ Location:** Bengaluru, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5f10dade5081af4485373a340be9fec23c85f435110700736ff8896bb647d753&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finfilect%2F&secure%5Burl_type%5D=linkedin_company_website)  
103 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Medium, 33% Large

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

**["A very good AI powered video surveillance."](https://www.g2.com/survey_responses/infieye-review-7146693)**

**Rating:** 5.0/5.0 stars

_— Ravi Chandra k._

[Read full review](https://www.g2.com/survey_responses/infieye-review-7146693)

**["An AI powered video surveillance app"](https://www.g2.com/survey_responses/infieye-review-6938321)**

**Rating:** 4.0/5.0 stars

_— Pradip M._

[Read full review](https://www.g2.com/survey_responses/infieye-review-6938321)

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

Purple improves the way people connect in the real world. Our identity-based platform runs guest, staff, and multi-tenant WiFi from one place, integrating with the network infrastructure you already have. Guests log in once and become known customers, giving you first-party data you can act on to deepen loyalty and drive revenue. Staff get passwordless, zero trust access that provisions in seconds and revokes automatically when someone leaves, with no shared passwords or MAC whitelisting. Residents and students get their own private network bubble rather than a shared connection. Trusted by over 80,000 venues worldwide.

**Average Rating:** 4.2/5.0

**Total Reviews:** 37

#### How Do G2 Users Rate Purple?

- **Ease of Admin:** 8.0/10 (Category avg: 8.7/10)
- **Correction:** 6.7/10 (Category avg: 8.2/10)
- **Cleansing:** 5.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Purple?

- **Seller:** [Purple](https://www.g2.com/sellers/purple)
- **Year Founded:** 2012
- **HQ Location:** Manchester, England
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=17f8f62588d2e69d4b52f9910efc867729fbe836921eb15e03087aa07c466c2a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2702879%2F&secure%5Burl_type%5D=linkedin_company_website)  
163 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Hospitality
- **Company Size:** 39% Medium, 34% Small

#### What Do G2 Reviewers Say About Purple?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Purple for its **efficiency in administration and responsive support** , enhancing the overall system experience significantly.
- Users commend Purple's **highly responsive customer support** , appreciating their proactive approach and commitment to improving experiences.
- Users commend the **ease of use** of Purple, highlighting its intuitive interface and seamless setup process.
- Users appreciate the **intuitive setup and customizable features** of Purple, enhancing the overall user experience significantly.
- Users value the **collaborative support** from Purple, enhancing integration and overall patient experience through effective partnership.

##### Cons

- Users find the **complex usability** of the splash page creator challenging, despite helpful support from the account manager.
- Users find the **difficult learning** curve of the splash page creator challenging despite helpful support from account managers.
- The setup for Purple can be **difficult** , but support from the account manager eases the learning process.
- Users find the **pricing unclear** on the website, leading to confusion about the true cost of Purple.
- Users find the **expertise required** for the splash page creator challenging, but appreciate the responsive support offered.

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

**["Intuitive Platform with Supportive Team and Fast, Practical Customer Polls"](https://www.g2.com/survey_responses/purple-review-13174488)**

**Rating:** 5.0/5.0 stars

_— Verified User in Marketing and Advertising_

[Read full review](https://www.g2.com/survey_responses/purple-review-13174488)

**["Seamless Auto-Login and Easy Connection"](https://www.g2.com/survey_responses/purple-review-13191149)**

**Rating:** 5.0/5.0 stars

_— Natasja A._

[Read full review](https://www.g2.com/survey_responses/purple-review-13191149)

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

- [What does Purple do?](https://www.g2.com/discussions/what-does-purple-do)
- [Is purple WiFi safe?](https://www.g2.com/discussions/is-purple-wifi-safe)
- [What is Purple intelligent spaces?](https://www.g2.com/discussions/what-is-purple-intelligent-spaces)
- [What does the purple software do?](https://www.g2.com/discussions/what-does-the-purple-software-do)

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

Quorso's Intelligent Management Platform turns overwhelming store data into daily, personalized, high-impact guided actions for every field leader, driving performance, tracking impact, and connecting insights across the business, in one smart, seamless platform. Quorso helps retailers cut shrink, simplify systems, and boost compliance. The Business Case The business case for Quorso is compelling, driven by significant improvements across key performance indicators and operational efficiencies. 1 - Sales recovery sees an uplift between 0.7% and 1.3%, particularly in convenience retail, while loss recovery related to damages and shrinkage contributes an additional 20 to 30 basis points on gross margin. 2 - Labor costs benefit from a notable reduction in overtime by 20 to 34%, and controllable costs per item decrease by 13 to 15%. 3- Manager productivity is enhanced through a 10 to 15% increase in span of control, with 8 to 15% of time productively reallocated and training and onboarding costs reduced by 40%. 4- System simplification reduces the system footprint by around four systems, resulting in time savings for central teams that vary by organization. Altogether, Quorso drives measurable gains in both financial performance and operational effectiveness, making a strong case for its adoption. www.quorso.com -Tool Overview: https://quorso.com/the-product/ -Product Features: www.quorso.com/the-tool/feature-list/ -Retail Details: www.quorso.com/the-tool/retail-users/

**Average Rating:** 4.5/5.0

**Total Reviews:** 7

#### How Do G2 Users Rate Quorso?

- **Ease of Admin:** 8.3/10 (Category avg: 8.7/10)
- **Validation :** 7.5/10 (Category avg: 8.3/10)
- **Correction:** 10.0/10 (Category avg: 8.2/10)
- **Cleansing:** 7.5/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Quorso?

- **Seller:** [Quorso](https://www.g2.com/sellers/quorso)
- **Year Founded:** 2016
- **HQ Location:** London, GB
- **Twitter:** @Quorso  
183 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dffaf29b9dddbd2bffca3b64641789cf8e13cc7e6e24787bbe665a2685c400cd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fquorso%2F&secure%5Burl_type%5D=linkedin_company_website)  
49 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 57% Medium, 29% Large

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

**["reasonable tool for beginning call analysis"](https://www.g2.com/survey_responses/quorso-review-9789640)**

**Rating:** 4.5/5.0 stars

_— Aeroclubul R._

[Read full review](https://www.g2.com/survey_responses/quorso-review-9789640)

**["Extraordinary for introducing experiences to partners"](https://www.g2.com/survey_responses/quorso-review-9770682)**

**Rating:** 4.5/5.0 stars

_— Dryanovo R._

[Read full review](https://www.g2.com/survey_responses/quorso-review-9770682)

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

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

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

Sweet Analytics, at the centre of all your data. Sweet connects with all the marketing platforms that you know and love and brings it all under one roof. Helping you understand customer retention and acquisition to drive your business forward. What we do... Customer Data To understand your customers you first need to understand all their interactions. Armed with a deep understanding of each of our customers, Sweet Analytics can help you to reach them more effectively with our unique personalisation tools. Single Customer View At the heart of Sweet Analytics is one of the most advanced Single Customer Views in the market. Using all available integrations we build a complete customer profile for all interactions with your brand, which are made readily available through our dashboards. Sweet Tracker™ Our proprietary technology allows us to unify browsing behaviour with Single Customer View, providing impartial attribution and linking sales to web interactions. With the ability of real-time interventions and cross-device tracking we can deliver personalised customer journeys. Attribution Tackling the Holy Grail of marketing Sweet provides the single point of truth between the reality of sales and the mendacity of marketing platforms. Helping you more accurately judge the ROI of your marketing investment.

**Average Rating:** 4.6/5.0

**Total Reviews:** 18

#### How Do G2 Users Rate Sweet Analytics?

- **Ease of Admin:** 9.2/10 (Category avg: 8.7/10)
- **Validation :** 9.2/10 (Category avg: 8.3/10)
- **Correction:** 4.6/10 (Category avg: 8.2/10)
- **Cleansing:** 8.9/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Sweet Analytics?

- **Seller:** [Sweet Analytics](https://www.g2.com/sellers/sweet-analytics)
- **Year Founded:** 2018
- **HQ Location:** Avaland House, 110 London Road, Apsley, Hemel Hempstead, England, HP3 9SD
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a2542cfd5c4846f3cb0fdd52935d8776bdc7afc806a0ee47fcf6fa4f91550b22&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsweetanalytics%2F&secure%5Burl_type%5D=linkedin_company_website)  
16 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail
- **Company Size:** 67% Small, 28% Medium

#### What Do G2 Reviewers Say About Sweet Analytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **easy and quick overview of business performance** provided by Sweet Analytics, enhancing marketing insights and customer analysis.
- Users appreciate the **quick overview of business performance** provided by Sweet Analytics, enhancing marketing insights and customer analysis.
- Users appreciate the **easy and quick overview** Sweet Analytics provides for business performance and customer insights.
- Users appreciate the **analytics expertise** of Sweet Analytics for streamlined insights into business performance and customer behavior.
- Users appreciate the **customer engagement insights** from Sweet Analytics, enhancing their understanding of business performance and customer behavior.

##### Cons

- Users report **bug issues** in Sweet Analytics, particularly with inaccurate reporting and missed refunds compared to Shopify.
- Users report **data inaccuracy** in Sweet Analytics, noting discrepancies with Shopify and untracked refunds.
- Users report **data inconsistency** in Sweet Analytics, with inaccurate reporting and discrepancies with Shopify numbers.
- Users report **inaccurate reporting** in Sweet Analytics, with discrepancies compared to Shopify affecting reliability.
- Users report **inaccuracies in reporting** in Sweet Analytics, with discrepancies compared to Shopify and missed refunds.

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

**["Streamlined Metrics with Some Reporting Hiccups"](https://www.g2.com/survey_responses/sweet-analytics-review-12223760)**

**Rating:** 4.5/5.0 stars

_— Lisa K._

[Read full review](https://www.g2.com/survey_responses/sweet-analytics-review-12223760)

**["See the wood through the trees and make faster investment decisions for profitable growth"](https://www.g2.com/survey_responses/sweet-analytics-review-10030609)**

**Rating:** 5.0/5.0 stars

_— Stacey W._

[Read full review](https://www.g2.com/survey_responses/sweet-analytics-review-10030609)

### [Trax Field Optimizer](https://www.g2.com/products/trax-field-optimizer/reviews)

Quri offers solutions to increase in-store visibility and merchandising execution solution.

**Average Rating:** 4.6/5.0

**Total Reviews:** 6

#### How Do G2 Users Rate Trax Field Optimizer?

- **Ease of Admin:** 8.3/10 (Category avg: 8.7/10)
- **Validation :** 8.3/10 (Category avg: 8.3/10)
- **Correction:** 8.3/10 (Category avg: 8.2/10)
- **Cleansing:** 8.3/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Trax Field Optimizer?

- **Seller:** [FORM](https://www.g2.com/sellers/form-a0713402-5d88-4ae8-a2ea-2245be8dee71)
- **Year Founded:** 2011
- **HQ Location:** Denver, CO
- **Twitter:** @Form\_com  
281 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5cf256588557e6aca2a5ba985aeeb213a7cf3db362d4fc87a0c1fb3b234f01a0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2286254%2F&secure%5Burl_type%5D=linkedin_company_website)  
28 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 33% Large, 33% Medium

#### What Are Recent G2 Reviews of Trax Field Optimizer?

**["Quri- A great digital retail solution"](https://www.g2.com/survey_responses/trax-field-optimizer-review-7100862)**

**Rating:** 4.5/5.0 stars

_— AMIT B._

[Read full review](https://www.g2.com/survey_responses/trax-field-optimizer-review-7100862)

**["Best for users"](https://www.g2.com/survey_responses/trax-field-optimizer-review-6989583)**

**Rating:** 5.0/5.0 stars

_— 𝗬𝗮𝘀𝗵𝗶𝗸𝗮 ._

[Read full review](https://www.g2.com/survey_responses/trax-field-optimizer-review-6989583)

### [42](https://www.g2.com/products/42/reviews)

42 Technologies is a centralized data platform created specifically to help retailers better understand their business by providing access to key retail metrics more quickly and efficiently. 42 helps merchants, planners, marketers, and executives easily pull reports for such things as cross-channel POS, inventory, margin, year-over-year performance, and top sellers by category, size or any other dimension, all in one place. We help teams from companies such as Global Brands Group, AllSaints, and Rebecca Minkoff. 42 is a full end-to-end solution, complete with data warehouse, cleaning and visualization layers.42’s goal is to give access and insights to everyone within an organization, and provides the following: \* Consolidated and validated data – We consolidate, clean, and validate data across all data sources (Retail, E-Commerce, Wholesale, Traffic, ERP, etc.) \* Accessible and customizable to everyone - Built solely for retail, 42 is easy to use across all job functions and has the ability to pull reports in seconds compared to hours \* Real-time visual insights & reporting — With the ability to have more eyes looking at the data, you’ll be able to gain new insights and identify new opportunities that would otherwise be missed. \* Growth & Efficiency - 42 helps by giving visibility and creating actions into all the levers that help make your business a success \* Leverage a world-class API ecosystem to invest in innovative applications

**Average Rating:** 4.9/5.0

**Total Reviews:** 6

#### How Do G2 Users Rate 42?

- **Ease of Admin:** 10.0/10 (Category avg: 8.7/10)
- **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 42?

- **Seller:** [42 Technologies](https://www.g2.com/sellers/42-technologies)
- **Year Founded:** 2014
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cc6103c144e81391fa7d9ec84e556375d5f8a482d7466e6b2bfa1bfedc9e2972&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F42-technologies-inc-&secure%5Burl_type%5D=linkedin_company_website)  
22 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 57% Medium, 29% Small

#### What Are Recent G2 Reviews of 42?

**["Great experience working with 42Technologies"](https://www.g2.com/survey_responses/42-review-10238754)**

**Rating:** 4.5/5.0 stars

_— Rudy R._

[Read full review](https://www.g2.com/survey_responses/42-review-10238754)

**["Amazing tool for buyers and planners!"](https://www.g2.com/survey_responses/42-review-9482175)**

**Rating:** 5.0/5.0 stars

_— Tori K._

[Read full review](https://www.g2.com/survey_responses/42-review-9482175)

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

Agilence is the leader in loss prevention and shrink reducing analytics. A SaaS data management and analytics company, Agilence is helping companies increase their profit margins by reducing preventable loss. At Agilence, we specialize in uniting digital and physical transactions to help cutting-edge loss prevention teams expand beyond traditional theft and fraud to tackle preventable loss in all its forms – in the store, online, in the supply chain, and at the corporate office. Every day, Agilence analyzes over 24 million transactions or over 241 million items for our customers, transforming data into insights, and insights into actions. Our platform combines data from 200+ sources, including point-of-sale (POS), eCommerce, HR, labor, inventory, product, location, third-party delivery platforms, alarms, case management, loyalty, access control, video surveillance, and more. Data is curated and enriched with business logic, machine learning, and predictive analytics. Companies have saved millions of dollars by optimizing operations and preventing loss using Agilence. Many have also improved employee and customer safety, identified training opportunities, improved customer experiences, increased promotional success, and eliminated productivity gaps. Agilence Analytics is a comprehensive AI-powered SaaS platform that transforms multi-source retail data into actionable intelligence, enabling businesses to proactively identify, prevent, and resolve operational inefficiencies, fraud, theft, and loss prevention challenges while optimizing profitability across their enterprise. The Agilence Analytics platform serves as a centralized data analytics hub that integrates over 200 diverse data sources including point-of-sale (POS) systems, eCommerce platforms, inventory management systems, video surveillance, RFID sensors, loyalty programs, HR data, and alarm systems. This comprehensive data integration creates a unified operational view that eliminates data silos and enables cross-functional insights. Rather than requiring users to manually sort through millions of transaction records, Agilence automatically scans data for anomalies and "red flags" such as unauthorized discounts, returns fraud, cash drawer discrepancies, loyalty program abuse, and suspicious sales patterns. This exception-based approach dramatically reduces the time needed to identify potential issues. The platform incorporates sophisticated artificial intelligence features that continuously adapt to each business's unique operational patterns. Key AI capabilities include: • AI Transaction Fraud Scoring: Uses reinforced learning to automatically identify and score suspicious transactions, prioritizing high-risk activities for investigation • Intelligent Alert Prioritization: Machine learning algorithms rank alerts by fraud likelihood using historical data patterns and investigative outcomes • Natural Language Query (NLQ): Enables users to ask questions about their data in plain English without requiring SQL knowledge • Workflow Automation: AI-powered automation for case and audit tasks using natural language triggers

**Average Rating:** 4.7/5.0

**Total Reviews:** 6

#### How Do G2 Users Rate Agilence?

- **Ease of Admin:** 8.3/10 (Category avg: 8.7/10)
- **Cleansing:** 10.0/10 (Category avg: 8.1/10)

#### Who Is the Company Behind Agilence?

- **Seller:** [Agilence](https://www.g2.com/sellers/agilence)
- **Year Founded:** 2006
- **HQ Location:** Mount Laurel, US
- **Twitter:** @agilence  
849 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c96cd292ab4e5156d7e66bc5aa1f050d2ad5294e158d82543e59a147e10771b2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fagilence-inc%2F&secure%5Burl_type%5D=linkedin_company_website)  
89 employees on LinkedIn®
- **Ownership:** Cuadrilla Capital

#### Who Uses This Product?

- **Company Size:** 83% Large, 17% Medium

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

**["Agilence: User-Friendly Reporting and a Proactive, Responsive Partner"](https://www.g2.com/survey_responses/agilence-review-12731070)**

**Rating:** 5.0/5.0 stars

_— Michelle F._

[Read full review](https://www.g2.com/survey_responses/agilence-review-12731070)

**["Seamless Integrations, User-Friendly UI, and Expert Support"](https://www.g2.com/survey_responses/agilence-review-12734618)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/agilence-review-12734618)

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

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

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

Rebiz is a leader in the retail sales analytics and operations monitoring space. Rebiz is well established with a decade in business, a global team of 400, and thousands of client locations. Rebiz helps multi-unit retailers maximize profitability through daily tracking, monitoring and reporting of sales and operational practices. The verified data clients receive unveils employee-level performance, improves coaching and training, and empowers data-driven decision making. The Rebiz product suite was built by a senior team of retail operators who deeply understood the problems, inefficiencies and blind spots of running a multi-unit retail business Deploying Rebiz consistently helps retailers improve sales performance, operations and profitability by an additional 20%-55%.

**Average Rating:** 5.0/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate ReBiz?

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

- **Seller:** [ReBiz](https://www.g2.com/sellers/rebiz)
- **Year Founded:** 2013
- **HQ Location:** Cleveland, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b4e3493ff23da7e40b6bb76a4523b3136ce36445b5e16e9f38c3698b69f929f3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frebiz%2F&secure%5Burl_type%5D=linkedin_company_website)  
73 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 80% Medium, 20% Small

#### What Do G2 Reviewers Say About ReBiz?

_AI-generated summary from verified user reviews_

##### Pros

- Users find ReBiz to be a **valuable tool for business improvement** , streamlining operations and enhancing reporting capabilities.
- Users value the **exceptional customer support** from ReBiz, enhancing their onboarding experience and ongoing success.
- Users value the **data comprehensiveness** of ReBiz, enabling effective business management through insightful reports and trends.
- Users value the **ease of use** in ReBiz, appreciating its smooth onboarding and supportive team for seamless management.
- Users value the **genuine insights** from ReBiz, which significantly enhance their daily decision-making processes.

##### Cons

- Users experience **delayed responses** when requesting information or footage, affecting their overall satisfaction with ReBiz.

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

**["Must have !!"](https://www.g2.com/survey_responses/rebiz-review-11990964)**

**Rating:** 5.0/5.0 stars

_— Verified User in Wireless_

[Read full review](https://www.g2.com/survey_responses/rebiz-review-11990964)

**["Rebiz provides the analytics that are central to the success of our business."](https://www.g2.com/survey_responses/rebiz-review-11412225)**

**Rating:** 5.0/5.0 stars

_— Chad W._

[Read full review](https://www.g2.com/survey_responses/rebiz-review-11412225)

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

SetSight enhances your current sales, category management, and supply chain teams.

**Average Rating:** 4.3/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate SetSight?

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

#### Who Is the Company Behind SetSight?

- **Seller:** [SetSight](https://www.g2.com/sellers/setsight)
- **Year Founded:** 2016
- **HQ Location:** Springdale, Arkansas, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e7282334a063607fb4d6c07444f1b7e3e79b1eb4a6442c6ea2bc7df49fda0a14&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgocrisp%2F&secure%5Burl_type%5D=linkedin_company_website)  
294 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 80% Medium, 60% Small

#### What Do G2 Reviewers Say About SetSight?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **detailed sales trend analysis** provided by SetSight, enabling informed decisions for business growth.
- Users value the **detailed analysis and insights** from SetSight, driving informed decisions for enhanced business growth.
- Users enjoy the **customizable dashboard** of SetSight, allowing for a personalized interface that enhances usability and insights.
- Users enjoy the **customizable dashboard** of SetSight, allowing for personalized layouts and improved usability for better decision-making.
- Users value the **comprehensive data analysis** of SetSight, enhancing decision-making for improved business growth.

##### Cons

- Users feel the **chatbot feature needs improvement** to be more intuitive for beginners to enhance usability.

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

**["Comprehensive data collection paints"](https://www.g2.com/survey_responses/setsight-review-9787213)**

**Rating:** 4.0/5.0 stars

_— Victor P._

[Read full review](https://www.g2.com/survey_responses/setsight-review-9787213)

**["Integrative conceptualization of the business outcomes"](https://www.g2.com/survey_responses/setsight-review-9932369)**

**Rating:** 4.5/5.0 stars

_— Ching M._

[Read full review](https://www.g2.com/survey_responses/setsight-review-9932369)

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

The AI paid media platform that keeps you in control Upp.ai is the independent AI paid media platform for retailers and brands. You direct the strategy, Rubin runs the work, turning real time purchase intent into profitable growth across Google, Meta and Microsoft. Rubin Deploy: paid media automation that keeps you in control Delegate the work. Own the growth. Rubin takes on the repetitive campaign management, structure, daily optimisation, budget pacing and audiences, so your team keeps control of strategy while it runs the work across every platform. Rubin Measure: independent incrementality and ROAS measurement Prove what's really driving results. Attribution, geo experiments and media mix modelling in one independent workspace, giving you true incremental ROAS across every channel. Rubin Plan: demand forecasting and budget planning Forecast demand. Then capture it. Rubin syncs media spend with live demand, shifting budget allocation within your commercial guardrails so you grow whilst staying profitable. Proven results Charles Tyrwhitt: 14x ROI. B&Q: 30% revenue growth with Rubin Plan. Book a free PPC audit Unlock the paid media programme your team was hired to run.

**Average Rating:** 4.5/5.0

**Total Reviews:** 5

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

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

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

- **Seller:** [Upp.ai](https://www.g2.com/sellers/upp-ai-045e6f7d-205c-4ba5-bade-3dbbfe376e25)
- **Year Founded:** 2019
- **HQ Location:** London, GB
- **Twitter:** @upptechnologies  
53 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=10a9778e364cba86dbb90d750a98b4d6fe6bf91691559309b08a0960e3471cf5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fupp-technologies-ltd%2F&secure%5Burl_type%5D=linkedin_company_website)  
31 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Medium, 20% Large

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

**["One of the best AI Technology"](https://www.g2.com/survey_responses/upp-ai-review-6960549)**

**Rating:** 4.5/5.0 stars

_— Shubham M._

[Read full review](https://www.g2.com/survey_responses/upp-ai-review-6960549)

**["Amazing software and value for money"](https://www.g2.com/survey_responses/upp-ai-review-7591494)**

**Rating:** 5.0/5.0 stars

_— Verified User in Accounting_

[Read full review](https://www.g2.com/survey_responses/upp-ai-review-7591494)

### [CB4](https://www.g2.com/products/cb4/reviews)

CB4;s software leverages your POS data to detect in-store operational issues affecting items with high local demand, helping your team capture lost sales. This results in better customer experience, higher sales, fewer expensive, time-consuming store walks, and more time focusing on the highest ROI tasks.

**Average Rating:** 4.5/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate CB4?

- **Validation :** 6.7/10 (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 CB4?

- **Seller:** [CB4](https://www.g2.com/sellers/cb4)
- **Year Founded:** 2012
- **HQ Location:** Herzliya, IL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b164ea947fcd4ec1aa12ddce6c2b22b4c21e7fcab7e8271c2c861ad2c73a0f41&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fc-b4-ltd%2F&secure%5Burl_type%5D=linkedin_company_website)  
48 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 25% Small

#### What Are Recent G2 Reviews of CB4?

**["Tailor my advertising endeavors as needs be"](https://www.g2.com/survey_responses/cb4-review-9772058)**

**Rating:** 4.0/5.0 stars

_— Samovodene B._

[Read full review](https://www.g2.com/survey_responses/cb4-review-9772058)

**["Actively manage and mitigate for lost sale"](https://www.g2.com/survey_responses/cb4-review-9978483)**

**Rating:** 4.5/5.0 stars

_— Sana H._

[Read full review](https://www.g2.com/survey_responses/cb4-review-9978483)

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

Merchandise Analytics gives you control over what goes on between the aisles of your store, with predictivce analysis, you will be able to monitor how the store, your associates and your bottom-line is preforming.

**Average Rating:** 4.1/5.0

**Total Reviews:** 4

#### Who Is the Company Behind Merchandise Analytics?

- **Seller:** [Manthan Software Services](https://www.g2.com/sellers/manthan-software-services)
- **Year Founded:** 2004
- **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=72bf50ddd0c6eaaa93df876755a85e0e749c7a89e2bf03cc3dd05d625e34a922&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F29460%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 25% Medium

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

**["BEST FOR MERCHANDISE ALLOCATION"](https://www.g2.com/survey_responses/merchandise-analytics-review-6917110)**

**Rating:** 4.0/5.0 stars

_— Varun J._

[Read full review](https://www.g2.com/survey_responses/merchandise-analytics-review-6917110)

**["Very Good"](https://www.g2.com/survey_responses/merchandise-analytics-review-541420)**

**Rating:** 5.0/5.0 stars

_— Nathan R._

[Read full review](https://www.g2.com/survey_responses/merchandise-analytics-review-541420)

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

With Pathfinder FOCUS 8 you can have well-defined workflows, authorizations & escalation processes and intuitive & transparent business intelligence.

**Average Rating:** 3.7/5.0

**Total Reviews:** 5

#### Who Is the Company Behind PathFinder?

- **Seller:** [Pathfinder Software Solutions](https://www.g2.com/sellers/pathfinder-software-solutions)
- **Year Founded:** 1993
- **HQ Location:** N/A
- **Twitter:** @pftec  
21 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e13ada902138535e11651ae0cd6d1802debc0ac2012f4d668e8edb4438a3711c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpathfinder-software-solutions-pvt-ltd&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Small, 40% Large

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

**["Smart File manager"](https://www.g2.com/survey_responses/pathfinder-review-5080553)**

**Rating:** 5.0/5.0 stars

_— Atit P._

[Read full review](https://www.g2.com/survey_responses/pathfinder-review-5080553)

**["pathfinder"](https://www.g2.com/survey_responses/pathfinder-review-5232984)**

**Rating:** 4.0/5.0 stars

_— Payden F._

[Read full review](https://www.g2.com/survey_responses/pathfinder-review-5232984)

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

- [How much does Trimble Pathfinder cost?](https://www.g2.com/discussions/how-much-does-trimble-pathfinder-cost)
- [How do you use Pathfinder Office?](https://www.g2.com/discussions/how-do-you-use-pathfinder-office)
- [What is GPS Pathfinder Office?](https://www.g2.com/discussions/what-is-gps-pathfinder-office)

### [Pear Commerce](https://www.g2.com/products/pear-commerce/reviews)

Pear Commerce is a retail ecommerce platform that helps CPG brands turn digital engagement into shoppable, measurable retail activity. Pear connects brand media, websites, and content to real-time inventory and shopper journeys across thousands of retailers. Common use cases include driving retailer visits, building audiences for retailer retargeting, and measuring omnichannel impact. Key features include: - Shoppable tools that link brand content to inventory-informed retailer availability - Store-level insights across major and regional retailers - Digital audience building based on verified shopping activity - Actionable insights for campaign, sales, and marketing performance tracking Pear supports emerging and enterprise brands looking to better activate, track, and optimize their retail experiences.

**Average Rating:** 4.3/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate Pear Commerce?

- **Ease of Admin:** 8.3/10 (Category avg: 8.7/10)
- **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 Pear Commerce?

- **Seller:** [Pear Commerce](https://www.g2.com/sellers/pear-commerce)
- **Company Website:** www.pearcommerce.com
- **HQ Location:** Minneapolis, US
- **Twitter:** @PearCommerce  
152 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ca86f4ed14ce0e2c8b405f7d03eace36d11ec20a8e838b70d2dc3a2530c7e31f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpear-commerce&secure%5Burl_type%5D=linkedin_company_website)  
33 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 40% Large, 40% Medium

#### What Are Recent G2 Reviews of Pear Commerce?

**["Easy implementable"](https://www.g2.com/survey_responses/pear-commerce-review-9757894)**

**Rating:** 4.0/5.0 stars

_— Verified User in Consumer Goods_

[Read full review](https://www.g2.com/survey_responses/pear-commerce-review-9757894)

**["Pear Commerce - The Best for Store Locator and Shopper Buying!"](https://www.g2.com/survey_responses/pear-commerce-review-9963377)**

**Rating:** 5.0/5.0 stars

_— Verified User in Consumer Goods_

[Read full review](https://www.g2.com/survey_responses/pear-commerce-review-9963377)

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

Trax Retail is a sophisticated software solution tailored for consumer packaged goods (CPG) manufacturers and retailers, aimed at enhancing visibility into store conditions and merchandising execution. This platform empowers users to collect, measure, and analyze real-time data regarding product placement and availability on store shelves. By leveraging advanced technology, Trax Retail enables businesses to make informed decisions that optimize their merchandising strategies and improve overall operational efficiency. The primary audience for Trax Retail includes CPG manufacturers and retailers who seek to enhance their in-store performance and address challenges such as out-of-stock (OOS) situations. With the increasing complexity of retail environments, having access to real-time insights is crucial for maintaining competitive advantage. Trax Retail’s Signal-Based Merchandising (SBM) solution engages a network of shoppers to gather critical data points, referred to as signals, that reflect current store conditions. This innovative approach allows businesses to quickly identify OOS issues and respond effectively, ensuring that products are available to consumers when they need them. One of the standout features of Trax Retail is its Flexforce, a flexible merchandising workforce that can be deployed to critical stores in near real-time. When OOS issues are detected, the Flexforce evaluates the situation on-site and collaborates with store managers to adjust inventory levels. This proactive approach not only mitigates potential sales losses but also allows brands to tailor their merchandising strategies based on real-time insights, directing resources to stores that have the highest impact on sales performance. In addition to its core functionalities, Trax Retail offers a suite of AI-powered tools designed to provide CPGs with comprehensive insights into their market positioning. Features such as Field Optimizer, Category Excellence, Contract Compliance, Perfect Store, Shelf Fix, and Dynamic Merchandising enable users to assess their performance against competitors. These tools facilitate a deeper understanding of market dynamics, allowing businesses to refine their strategies and enhance their competitive edge. Overall, Trax Retail stands out in the realm of merchandising solutions by combining real-time data collection with actionable insights, empowering CPGs and retailers to optimize their operations and drive sales growth. The integration of advanced AI capabilities further enhances its value, making it an essential tool for businesses looking to thrive in a fast-paced retail environment.

**Average Rating:** 4.5/5.0

**Total Reviews:** 8

#### How Do G2 Users Rate Trax Retail?

- **Ease of Admin:** 8.0/10 (Category avg: 8.7/10)
- **Validation :** 7.8/10 (Category avg: 8.3/10)
- **Correction:** 7.2/10 (Category avg: 8.2/10)
- **Cleansing:** 7.2/10 (Category avg: 8.1/10)

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

- **Seller:** [FORM](https://www.g2.com/sellers/form-a0713402-5d88-4ae8-a2ea-2245be8dee71)
- **Year Founded:** 2011
- **HQ Location:** Denver, CO
- **Twitter:** @Form\_com  
281 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5cf256588557e6aca2a5ba985aeeb213a7cf3db362d4fc87a0c1fb3b234f01a0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2286254%2F&secure%5Burl_type%5D=linkedin_company_website)  
28 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 38% Small

#### What Do G2 Reviewers Say About Trax Retail?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Trax Retail **easy to use** , enhancing productivity and simplifying tasks like uploading and classifying shelf pictures.
- Users praise the **exceptional customer support** from Trax Retail, enhancing their experience with responsive and friendly service.
- Users value the **user-friendly interface** of Trax Retail, significantly enhancing productivity and streamlining processes in stores.
- Users value the **customizable dashboards** of Trax Retail, enhancing data analysis and improving reporting capabilities.
- Users value the **easy sales tracking** with Trax Retail, enhancing productivity and providing effective KPI management.

##### Cons

- Users report **dashboard issues** due to potential double counting in puzzle mode, leading to biased data representation.
- Users find Trax Retail to be **quite pricey** compared to other similar solutions available in the market.
- Users feel that TRAX could use some **improvements in organizational structure and field force consistency** for better performance.

#### What Are Recent G2 Reviews of Trax Retail?

**["Great partnership for new approach"](https://www.g2.com/survey_responses/trax-retail-review-11071743)**

**Rating:** 4.5/5.0 stars

_— Verified User in Manufacturing_

[Read full review](https://www.g2.com/survey_responses/trax-retail-review-11071743)

**["THE solution for Perfect Stores execution tracking"](https://www.g2.com/survey_responses/trax-retail-review-11115265)**

**Rating:** 5.0/5.0 stars

_— Pierre R._

[Read full review](https://www.g2.com/survey_responses/trax-retail-review-11115265)

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

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 ![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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