# Best Retail Analytics Software

  *By [Subhransu Sahu](https://research.g2.com/insights/author/subhransu-sahu)*

   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





## Best Retail Analytics Software At A Glance

- **Leader:** [Shopify POS](https://www.g2.com/products/shopify-shopify-pos/reviews)
- **Highest Performer:** [T.M.A.S.](https://www.g2.com/products/t-m-a-s/reviews)
- **Easiest to Use:** [LEAFIO AI Retail Platform](https://www.g2.com/products/leafio-ai-retail-platform/reviews)
- **Top Trending:** [Crisp Data Platform](https://www.g2.com/products/crisp-data-platform/reviews)
- **Best Free Software:** [Crisp Data Platform](https://www.g2.com/products/crisp-data-platform/reviews)


## Top-Rated Products (Ranked by G2 Score)
  ### 1. [Shopify POS](https://www.g2.com/products/shopify-shopify-pos/reviews)
  Shopify POS is the best point-of-sale solution for retailers who sell in-store and online. Shopify POS brings in-store and online sales together, so you can create the seamless shopping experiences today's customers expect, increase sales, and drastically streamline operations. Our all-in-one POS offers hardware, payments, and software, built to support any type of retail environment. Built on the world's leading commerce platform, Shopify POS makes it easy to expand to new retail locations, international markets, and online channels. Shopify POS is trusted by major retailers like Alo Yoga, Vuori, and Glossier.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 346

**User Satisfaction Scores:**

- **Ease of Admin:** 8.9/10 (Category avg: 8.6/10)
- **Validation
:** 8.8/10 (Category avg: 8.3/10)
- **Correction:** 8.6/10 (Category avg: 8.2/10)
- **Cleansing:** 8.3/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Shopify](https://www.g2.com/sellers/shopify)
- **Company Website:** https://www.shopify.com/
- **Year Founded:** 2006
- **HQ Location:** Ottawa, ON
- **Twitter:** @Shopify (447,374 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/784652/ (27,474 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Owner, Manager
  - **Top Industries:** Retail, Apparel & Fashion
  - **Company Size:** 75% Small-Business, 16% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (34 reviews)
- Inventory Management (24 reviews)
- Integrations (18 reviews)
- Easy Setup (17 reviews)
- Order Management (17 reviews)

**Cons:**

- Expensive (16 reviews)
- Limited Features (13 reviews)
- Lack of Customization (9 reviews)
- Limited Customization (8 reviews)
- Connectivity Issues (7 reviews)

  ### 2. [Stackline](https://www.g2.com/products/stackline/reviews)
  On a mission to fuel the future of commerce by bringing brands and customers closer together, Stackline is the first full-funnel connected commerce platform for the world’s most innovative brands. Stackline's proprietary neural networks and deep learning systems surface and visualize transformational omnichannel insights, power market-leading advertising performance, and activate every step of the shopper journey. Brand leaders, product innovators, and performance marketers trust Stackline to power profitable growth in an increasingly complex retail ecosystem. Founded in 2014 in Seattle, Stackline employs over 250 connected commerce professionals creating value for 7,000 global brands. 


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 245

**User Satisfaction Scores:**

- **Ease of Admin:** 8.9/10 (Category avg: 8.6/10)
- **Validation
:** 6.6/10 (Category avg: 8.3/10)
- **Correction:** 6.7/10 (Category avg: 8.2/10)
- **Cleansing:** 6.4/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Stackline](https://www.g2.com/sellers/stackline)
- **Year Founded:** 2014
- **HQ Location:** Seattle, US
- **Twitter:** @StacklineHQ (1,884 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/stackline/ (257 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Consumer Goods, Consumer Electronics
  - **Company Size:** 47% Mid-Market, 36% Enterprise


#### Pros & Cons

**Pros:**

- Data Analysis (38 reviews)
- Insights (38 reviews)
- Ease of Use (32 reviews)
- Customer Support (20 reviews)
- Features (19 reviews)

**Cons:**

- Data Inaccuracy (19 reviews)
- Data Delays (10 reviews)
- Slow Performance (10 reviews)
- Poor Categorization (9 reviews)
- Slow Loading (9 reviews)

  ### 3. [Crisp Data Platform](https://www.g2.com/products/crisp-data-platform/reviews)
  Crisp is the leading retail data company, connecting over 6,000 CPG brands, retailers, and distributors through a unified data-sharing platform. By delivering real-time insights across the supply chain, Crisp helps businesses optimize sales, reduce waste, and improve forecasting – driving growth, collaboration, and sustainability throughout global commerce. Our leading retail data solutions include real-time point-of-sale reporting, EDI and order intelligence, intelligent space planning, order automation, and more.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 138

**User Satisfaction Scores:**

- **Ease of Admin:** 8.7/10 (Category avg: 8.6/10)
- **Validation
:** 7.4/10 (Category avg: 8.3/10)
- **Correction:** 7.1/10 (Category avg: 8.2/10)
- **Cleansing:** 7.2/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Crisp](https://www.g2.com/sellers/crisp)
- **Company Website:** https://www.gocrisp.com/
- **Year Founded:** 2016
- **HQ Location:** New York, NY
- **Twitter:** @Go_Crisp (92 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/gocrisp (316 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Food & Beverages, Consumer Goods
  - **Company Size:** 69% Small-Business, 24% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (47 reviews)
- Data Accuracy (18 reviews)
- Data Comprehensiveness (18 reviews)
- Customer Support (16 reviews)
- Data Management (14 reviews)

**Cons:**

- Time-Consuming (10 reviews)
- Slow Loading (9 reviews)
- Slow Performance (9 reviews)
- Data Management Issues (8 reviews)
- Inadequate Reporting (8 reviews)

  ### 4. [Board](https://www.g2.com/products/board/reviews)
  Board is the Enterprise Planning Platform built to accelerate business performance and enable continuous planning with greater forecast accuracy to drive confident, aligned decisions. Its fully integrated planning solution spans the entire enterprise, delivering value for financial and operational planning in one unified platform. Using internal data and expert-curated external indicators, Board provides real-time visibility into your business. Board offers the most flexible, collaborative and adaptive user experience, powering executive dashboards and analytic capabilities that allows clear explanation and interpretation delivered through generative AI. This allows organizations to respond in an agile manner: capitalize on opportunities, optimize resources and mitigate risks.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 301

**User Satisfaction Scores:**

- **Ease of Admin:** 8.1/10 (Category avg: 8.6/10)
- **Validation
:** 10.0/10 (Category avg: 8.3/10)
- **Correction:** 10.0/10 (Category avg: 8.2/10)
- **Cleansing:** 8.3/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Board International](https://www.g2.com/sellers/board-international)
- **Company Website:** https://www.board.com
- **Year Founded:** 1994
- **HQ Location:** Chiasso, Ticino
- **Twitter:** @BoardSoftware (27,141 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/98246/ (920 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Software Engineer, Software Developer
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 57% Mid-Market, 39% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (26 reviews)
- Flexibility (21 reviews)
- Features (20 reviews)
- Efficiency (18 reviews)
- Customization (16 reviews)

**Cons:**

- Slow Performance (9 reviews)
- Learning Curve (8 reviews)
- Missing Features (8 reviews)
- Poor Visualization (8 reviews)
- Complexity (7 reviews)

  ### 5. [T.M.A.S.](https://www.g2.com/products/t-m-a-s/reviews)
  T.M.A.S. is a powerful People Counting & Analytics Software Platform. Connect our People Counter devices to get visitor & customer foot traffic trends for your Retail store(s), libraries, museum, university, churches, events, casinos, and any other type of "real-world" places. We offer in-depth analysis features, automated counting, specialized tools for Retailers, and the ability to monitor & control occupancy in real-time for any type of buildings, and/or specific rooms.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 55

**User Satisfaction Scores:**

- **Ease of Admin:** 8.7/10 (Category avg: 8.6/10)
- **Validation
:** 7.2/10 (Category avg: 8.3/10)
- **Correction:** 7.6/10 (Category avg: 8.2/10)
- **Cleansing:** 7.0/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [SMS Storetraffic](https://www.g2.com/sellers/sms-storetraffic)
- **Year Founded:** 1972
- **HQ Location:** St-Jean-sur-Richelieu, CA
- **Twitter:** @SMSStoretraffic (387 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/sms-store-traffic (18 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Retail, Libraries
  - **Company Size:** 59% Small-Business, 34% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (11 reviews)
- Customer Support (10 reviews)
- Reporting (9 reviews)
- Setup Ease (6 reviews)
- Data Accuracy (4 reviews)

**Cons:**

- Inadequate Reporting (3 reviews)
- Complexity (2 reviews)
- Data Inaccuracy (2 reviews)
- Difficult Setup (2 reviews)
- Confusing Instructions (1 reviews)

  ### 6. [iQmetrix Interconnected Commerce](https://www.g2.com/products/iqmetrix-interconnected-commerce/reviews)
  iQmetrix is the only provider of Interconnected Commerce software solutions for telecom retail. Interconnected Commerce is a complete set of software and technologies that are modular, flexible, and have telecom-specific capabilities, enabling telecom retailers to provide an uplifting experience for their customers. We empower telecom retailers to transact, activate, and fulfill products, as well as operate their business, and unify the online and in-store experiences. We interconnect the entire industry, bridging carriers, retailers, manufacturers, and a huge ecosystem of vendors and external system integrations. For 26 years, we’ve been passionate about helping the leading brands in telecom to grow by providing best-in-class software, services, and expertise that enables them to adapt and thrive. Our solutions powered $17BN in sales last year, handling more than 53 million invoices and more than 26 million activations, and are used by hundreds of thousands of telecom retail professionals across almost 800 clients. iQmetrix is a privately held software-as-a-service (SaaS) company with employees in Canada, the U.S., India, and Europe. For more information, please visit www.iqmetrix.com.


  **Average Rating:** 4.0/5.0
  **Total Reviews:** 48

**User Satisfaction Scores:**

- **Ease of Admin:** 7.5/10 (Category avg: 8.6/10)
- **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)


**Seller Details:**

- **Seller:** [iQmetrix](https://www.g2.com/sellers/iqmetrix)
- **Year Founded:** 1999
- **HQ Location:** Vancouver, BC
- **Twitter:** @iQmetrix (4,962 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/53866/ (255 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Retail, Telecommunications
  - **Company Size:** 47% Enterprise, 29% Mid-Market


  ### 7. [Intellicus](https://www.g2.com/products/intellicus/reviews)
  Intellicus helps organizations put their data to work and helps business leaders gain actionable insights. Driven by AI, auto ML and sophisticated machine learning models, Intellicus helps CXOs use data to accelerate their growth. Intellicus Technologies tailor solutions based on your needs, instead of retrofitting them to ‘customizable’ one-size-fits-all solutions. Intellicus offers end-to-end data integration through ETL, integrating sophisticated databases, ERP solutions, legacy systems, telephony, ACDs till flat file systems into a data warehouse that becomes the single source of truth. Intellicus’ self-serve reporting, OLAP capabilities and interactive analytics dashboards allow users to drill down & drill up, zoom out or slice-and-dice data to create a 360-degree view of the business. Auto-ML based what-if predictions deliver power and agility to small and large enterprises so that they can make business critical decisions based on science. Ready to take the next step in your digital transformation? Write to marketing@intellicus.com today


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 119

**User Satisfaction Scores:**

- **Ease of Admin:** 8.8/10 (Category avg: 8.6/10)
- **Validation
:** 8.7/10 (Category avg: 8.3/10)
- **Correction:** 8.8/10 (Category avg: 8.2/10)
- **Cleansing:** 9.0/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Intellicus Technologies](https://www.g2.com/sellers/intellicus-technologies)
- **Company Website:** https://www.intellicus.com
- **Year Founded:** 2004
- **HQ Location:** Los Gatos, CA
- **Twitter:** @Intellicus (277 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/intellicus-technologies (229 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 59% Mid-Market, 23% Enterprise


#### Pros & Cons

**Pros:**

- Reporting (29 reviews)
- Ease of Use (25 reviews)
- Dashboard Customization (19 reviews)
- Data Analysis (19 reviews)
- Data Visualization (18 reviews)

**Cons:**

- Complex Usability (18 reviews)
- Difficult Learning (18 reviews)
- Learning Curve (18 reviews)
- Complexity (10 reviews)
- Learning Difficulty (10 reviews)

  ### 8. [Swan AI](https://www.g2.com/products/swan-ai/reviews)
  Swan AI is an advanced, AI-driven platform specifically designed for the retail sector, aiming to enhance customer engagement, loyalty, and promotional strategies. By leveraging real-time data and artificial intelligence, Swan AI empowers retailers to drive revenue growth and improve profit margins through personalized customer interactions and data monetization. Key Features and Functionality: - Customer Data Platform (CDP): Swan AI offers a real-time unified view of customers, enabling precise segmentation and personalized marketing efforts. This holistic understanding allows retailers to tailor strategies to individual needs, enhancing customer satisfaction and conversion rates. - Promotion Engine: The platform includes a robust promotions engine that allows for the creation and management of targeted campaigns across multiple channels, including SMS, email, push notifications, and in-app messages. Retailers can utilize over 20 pre-built promotion templates, conduct A/B testing, and make real-time adjustments to optimize campaign performance. - Journey Orchestration: Swan AI's journey builder enables the automation of multichannel campaigns, guiding customers through personalized experiences from onboarding to loyalty. With intelligent triggers and actions, retailers can engage customers at optimal moments, reducing churn and enhancing retention. - E-Receipts: The platform supports the generation of digital receipts, offering customers a convenient and eco-friendly alternative to paper receipts. E-receipts can be customized to include personalized offers, product recommendations, and quick review links, turning a standard transaction into an opportunity for further engagement. - Loyalty Programs: Swan AI facilitates the creation of flexible and scalable loyalty programs with features like points engines, tier management, and real-time rewards. These programs are designed to drive consistent customer engagement and increase repeat purchases. - Omni-Channel Engagement: The platform ensures seamless communication across various channels, including WhatsApp, email, and in-app messages. Retailers can create automated, personalized content to engage customers throughout their lifecycle, enhancing the overall shopping experience. Primary Value and Solutions Provided: Swan AI addresses several critical challenges faced by retailers: - Enhanced Customer Engagement: By providing real-time insights and personalized interactions, the platform helps retailers build stronger relationships with their customers, leading to increased loyalty and repeat business. - Optimized Promotions: The intelligent promotions engine allows for data-driven strategies that minimize revenue leakage and improve customer satisfaction, resulting in higher conversion rates and improved margins. - Data Monetization: Swan AI enables retailers to unlock additional revenue streams by monetizing customer data through insights-as-a-service models offered to suppliers. - Operational Efficiency: The platform's automation capabilities reduce manual efforts in campaign management, allowing marketing teams to focus on strategic initiatives and innovation. In summary, Swan AI empowers retailers to harness the full potential of their data, delivering personalized customer experiences, optimizing promotional efforts, and driving sustainable revenue growth.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 21

**User Satisfaction Scores:**

- **Ease of Admin:** 9.3/10 (Category avg: 8.6/10)
- **Validation
:** 8.6/10 (Category avg: 8.3/10)
- **Correction:** 9.4/10 (Category avg: 8.2/10)
- **Cleansing:** 8.9/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Loyalytics Consulting](https://www.g2.com/sellers/loyalytics-consulting)
- **Year Founded:** 2015
- **HQ Location:** Bengaluru, Karnataka
- **LinkedIn® Page:** https://www.linkedin.com/company/10303976 (86 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Retail
  - **Company Size:** 43% Enterprise, 38% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (7 reviews)
- Easy Setup (7 reviews)
- Data Segmentation (6 reviews)
- Intuitive (6 reviews)
- Automation Efficiency (5 reviews)

**Cons:**

- Dashboard Issues (2 reviews)
- Improvement Needed (2 reviews)
- Learning Curve (2 reviews)
- Limited Customization (2 reviews)
- Template Issues (2 reviews)

  ### 9. [IntelligenceNode](https://www.g2.com/products/intelligencenode/reviews)
  Intelligence Node is a real-time, AI-driven retail price monitoring and competitive analytics platform designed to help businesses enhance product-level profitability and increase margins through data-driven insights. This comprehensive solution caters to enterprise retailers and global brands, as well as niche players, providing them with the tools necessary to navigate the competitive landscape effectively. The platform encompasses a range of functionalities, including pricing and promotions analysis, digital shelf analytics, assortment and availability tracking, and brand protection solutions. These features are tailored to meet the needs of large enterprise organizations with complex product catalogs and multi-market operations, while also supporting niche brands seeking to optimize their market presence. By leveraging Intelligence Node, users can gain a deeper understanding of their competitive positioning, enabling them to make informed decisions that drive revenue growth and improve operational efficiency at scale. One of the standout aspects of Intelligence Node is its proprietary AI-driven algorithms, which boast an impressive 99% matching accuracy. This level of precision is particularly critical for enterprise companies managing vast SKUs across multiple geographies, ensuring they receive reliable and actionable data intelligence. Insights are accessible through a user-friendly SaaS portal or via plug-and-play API formats, allowing for seamless integration into complex enterprise tech stacks with minimal disruption. Intelligence Node's capabilities extend beyond basic analytics; it offers one of the largest AI-driven datasets for extensive product discovery, enabling enterprises to identify trends, benchmark competitors, and uncover growth opportunities faster. With refresh rates of just 10 seconds, businesses can respond in near real time to market changes. Additionally, the platform’s focus on first-page search engine results page (SERP) performance helps enterprise brands maximize digital shelf visibility and capture consumer demand more effectively. Proven across six continents and available in over 100 languages, Intelligence Node demonstrates strong global scalability and enterprise readiness. It serves as a trusted partner for hundreds of retailers and brands worldwide, including industry leaders such as Kroger, Nestlé, and LVMH. By powering decisions that influence over $600 billion in retail revenue globally, Intelligence Node positions itself as a strategic platform for enterprise organizations looking to scale profitably in an increasingly competitive marketplace.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 37

**User Satisfaction Scores:**

- **Ease of Admin:** 8.3/10 (Category avg: 8.6/10)
- **Validation
:** 8.3/10 (Category avg: 8.3/10)
- **Correction:** 10.0/10 (Category avg: 8.2/10)
- **Cleansing:** 10.0/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [IntelligenceNODE](https://www.g2.com/sellers/intelligencenode)
- **Company Website:** https://www.intelligencenode.com/
- **Year Founded:** 2012
- **HQ Location:** San Francisco, California
- **Twitter:** @bigdataNODE (7,894 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/intelligencenode/ (139 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software
  - **Company Size:** 51% Small-Business, 27% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (7 reviews)
- Insights (6 reviews)
- Pricing Optimization (6 reviews)
- User Interface (6 reviews)
- Competitor Analysis (5 reviews)

**Cons:**

- Learning Curve (4 reviews)
- Difficult Learning Process (3 reviews)
- Slow Performance (3 reviews)
- Data Management Issues (2 reviews)
- Data Overload (2 reviews)

  ### 10. [Creatio](https://www.g2.com/products/creatio/reviews)
  Creatio is a global vendor of an agentic CRM and workflow platform with no-code and AI at its core, designed to help users streamline their business processes and enhance customer interactions through no-code solutions and artificial intelligence (AI). This innovative platform enables organizations to create and manage workflows effortlessly, allowing users to focus on their core business activities while automating routine tasks. With millions of workflows operating daily, Creatio supports a diverse clientele across 100 countries, emphasizing a commitment to genuine care for its clients and partners. The platform is particularly beneficial for businesses seeking to enhance their operational efficiency without requiring extensive technical expertise. Its target audience includes small to large enterprises across various industries, particularly those looking to leverage technology to improve customer engagement and internal processes. Creatio's offerings cater to a wide range of use cases, from marketing automation and sales management to customer service optimization, making it a versatile solution for businesses aiming to adapt to the evolving market landscape. Key features of Creatio include the Creatio Studio, a no-code platform that allows users to build custom applications and AI agents using intuitive visual designers and natural language processing. This empowers users to create tailored solutions that meet their specific business needs without relying on traditional coding methods. Additionally, the CRM suite integrates embedded AI agents across Creatio Marketing, Sales, and Service, enhancing user experience and providing actionable insights to drive decision-making. Creatio also offers a specialized Financial Services CRM platform and industry-specific workflows across 19 verticals, ensuring that businesses can find solutions that resonate with their unique operational requirements. The availability of a marketplace with various add-ons further extends the platform's capabilities, allowing organizations to customize their experience and enhance functionality as needed. Recognized as a Leader and Strong Performer in prestigious Gartner and Forrester reports, Creatio stands out in its category by combining user-friendly design with powerful automation and AI-driven insights, making it an attractive option for businesses aiming to elevate their customer relationship management efforts. With its headquarters in Boston, MA, and a global presence of 850 employees across ten offices in 25 countries, Creatio has established long-lasting relationships with thousands of customers and over 500 partners worldwide. This extensive network underscores the platform's reliability and commitment to delivering value to its users, positioning Creatio as a trusted partner in the realm of AI agents, CRM, and workflow automation.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 270

**User Satisfaction Scores:**

- **Ease of Admin:** 8.6/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Creatio](https://www.g2.com/sellers/creatio)
- **Company Website:** https://www.creatio.com
- **Year Founded:** 2014
- **HQ Location:** Boston, Massachusetts
- **Twitter:** @Creatio_Global (3,986 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/creatioglobal/ (1,104 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** CEO
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 46% Small-Business, 40% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (32 reviews)
- Efficiency (21 reviews)
- Customizability (19 reviews)
- Customization (19 reviews)
- Customization Options (17 reviews)

**Cons:**

- Learning Curve (10 reviews)
- Missing Features (10 reviews)
- Limited Features (8 reviews)
- Limited Customization (6 reviews)
- Limited Options (5 reviews)

  ### 11. [Style Arcade](https://www.g2.com/products/style-arcade/reviews)
  For fashion and apparel brands who want to grow faster, Style Arcade is a retail analytics platform that turns merchandising into a competitive advantage.​ Instead of relying on inaccessible systems; manual processes; and unreliable projections – Style Arcade unlocks merchandise data and proactively guides retailers on how to realize their untapped revenue potential.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 110

**User Satisfaction Scores:**

- **Ease of Admin:** 8.9/10 (Category avg: 8.6/10)
- **Validation
:** 7.8/10 (Category avg: 8.3/10)
- **Correction:** 7.8/10 (Category avg: 8.2/10)
- **Cleansing:** 7.6/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Style Arcade](https://www.g2.com/sellers/style-arcade)
- **Company Website:** https://stylearcade.com
- **Year Founded:** 2018
- **HQ Location:** New York City, New York
- **Twitter:** @stylearcade (56 Twitter followers)
- **LinkedIn® Page:** https://au.linkedin.com/company/stylearcade (32 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Retail, Apparel & Fashion
  - **Company Size:** 49% Mid-Market, 38% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (9 reviews)
- Insights (9 reviews)
- Reporting (7 reviews)
- User Interface (7 reviews)
- Visual Presentation (7 reviews)

**Cons:**

- Data Inaccuracy (3 reviews)
- Integration Issues (2 reviews)
- Metrics Issues (2 reviews)
- Slow Performance (2 reviews)
- Data Delays (1 reviews)

  ### 12. [CommerceIQ](https://www.g2.com/products/commerceiq/reviews)
  CommerceIQ’s AI-powered digital commerce platform is revolutionizing the way brands sell online. Our unified ecommerce management solutions empower brands to make smarter, faster decisions through insights that optimize the digital shelf, increase retail media ROI and fuel incremental sales across the world’s largest marketplaces. With a global network of 1450+ retailers, our end-to-end platform helps 2,200+ of the world’s leading brands streamline marketing, supply chain, and sales operations to profitably grow market share in more than 50 countries.


  **Average Rating:** 4.2/5.0
  **Total Reviews:** 27

**User Satisfaction Scores:**

- **Ease of Admin:** 7.9/10 (Category avg: 8.6/10)
- **Validation
:** 6.7/10 (Category avg: 8.3/10)
- **Correction:** 8.9/10 (Category avg: 8.2/10)
- **Cleansing:** 8.9/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [CommerceIQ](https://www.g2.com/sellers/commerceiq)
- **Company Website:** https://www.commerceiq.ai/
- **Year Founded:** 2012
- **HQ Location:** Mountain View, US
- **LinkedIn® Page:** https://www.linkedin.com/company/commerceiq/ (655 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Consumer Goods, Manufacturing
  - **Company Size:** 44% Mid-Market, 33% Enterprise


#### Pros & Cons

**Pros:**

- Data Analysis (14 reviews)
- Ease of Use (11 reviews)
- Efficiency (11 reviews)
- Customer Support (8 reviews)
- Helpful (6 reviews)

**Cons:**

- Data Inaccuracy (7 reviews)
- Slow Performance (4 reviews)
- Poor Customer Support (3 reviews)
- Software Bugs (3 reviews)
- Inaccurate Reporting (2 reviews)

  ### 13. [Dot Insights](https://www.g2.com/products/dot-insights/reviews)
  Usersdot is a SaaS platform with AI Agents, founded in 2020 to help brands thrive in today’s dynamic commerce landscape. Usersdot empowers brand teams with autonomous intelligence to make smarter, faster decisions and drive sustained growth. We accelerate brand growth through autonomous AI Agents, Dot Insights and Dot Assist, built to analyze market trends, understand shopper insights, monitor competitors, optimize retail media, and deliver 24/7 personalized answers to every customer inquiry. Empowering brand teams to sell more, boost ROI, save time, and act faster with AI-based insights. Dot Insights, our AI Insight Agent, analyzes market trends, understands shopper behavior, monitors competitors and digital shelves, and optimizes retailer media strategies. This autonomous agent continuously delivers actionable insights that drive growth and sharpen your competitive edge. On the other side, Dot Assist, our AI Customer Agent, instantly learns each brand’s tone, store operations, and products to deliver 24/7 personalized answers to every customer inquiry. Dot responds with speed and accuracy, boosting satisfaction and increasing conversion rates. Today, we monitor millions of products across 300+ retailer websites and mobile apps in over 20 countries, helping more than 2,000 brands stay ahead in an ever-evolving market. Trusted by industry leaders like L'Oréal, Henkel, Reckitt, Mavi, Adidas, Skechers, Haleon, Beiersdorf, Kiko Milano, Yves Rocher, The Purest Solutions, Groupe SEB, Estée Lauder, Eczacıbaşı, Kahve Dünyası, Pandora, Penti, Vestel, Flormar, Philips, Altınyıldız Classics and more. We love working together with our partners to shape the future of intelligent decision-making. At Usersdot, we are open we are partner-obsessed we are innovators we are experts we are doers. We love data and we are here to turn it into your competitive edge. Our mission is to empower every brand team with AI Agents and support transforming decision-making across industries. Following our Series A investment in 2021, Usersdot reached an $11 million valuation in 2023, with Arya Ventures leading the investment round alongside notable investors Nuwa Capital and ÜNLÜ & Co. Usersdot isn’t just a platform, it’s your all-in-one AI Agents built for smarter, faster brand growth.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 36

**User Satisfaction Scores:**

- **Ease of Admin:** 9.3/10 (Category avg: 8.6/10)
- **Validation
:** 9.8/10 (Category avg: 8.3/10)
- **Correction:** 9.8/10 (Category avg: 8.2/10)
- **Cleansing:** 9.5/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Usersdot](https://www.g2.com/sellers/usersdot)
- **Year Founded:** 2020
- **HQ Location:** Sarıyer, İstanbul
- **LinkedIn® Page:** https://www.linkedin.com/company/usersdot (26 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Cosmetics, Consumer Goods
  - **Company Size:** 54% Mid-Market, 32% Small-Business


#### Pros & Cons

**Pros:**

- Insights (11 reviews)
- Helpful (8 reviews)
- Insightful Results (8 reviews)
- Data Analysis (7 reviews)
- Decision Making (7 reviews)

**Cons:**

- Difficult Learning (3 reviews)
- Learning Curve (3 reviews)
- Steep Learning Curve (3 reviews)
- UX Improvement (3 reviews)
- Not User-Friendly (2 reviews)

  ### 14. [Numerator Insights](https://www.g2.com/products/numerator-insights/reviews)
  Numerator Insights provides manufacturers and retailers visibility into omnichannel consumer behaviors including brand and channel switching, household penetration, and shopper profiles within a user-friendly platform. Numerator Insights offers over 40 flexible reports to provide faster, deeper answers about consumer behavior, helping brands and retailers identify growth opportunities. Numerator Insights is powered by data from the Numerator OmniPanel, America’s largest, most representative consumer panel. The Numerator OmniPanel provides a holistic view of consumer behavior across channels, capturing more than 2 billion trips from 200,000 static panelists, and 2,500+ demographic, psychographic & media consumption attributes, collected from a single source. The Numerator OmniPanel provides unparalleled insights about omnichannel consumer behavior, as well as the attitudes and opinions that influence each trip.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 41

**User Satisfaction Scores:**

- **Ease of Admin:** 10.0/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [Numerator](https://www.g2.com/sellers/numerator)
- **HQ Location:** Chicago, Illinois
- **Twitter:** @numerator (1 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/numerator/ (2,711 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Consumer Goods, Food & Beverages
  - **Company Size:** 60% Enterprise, 31% Mid-Market


#### Pros & Cons


**Cons:**

- Improvement Needed (1 reviews)
- Inadequate Reporting (1 reviews)
- Insufficient Insights (1 reviews)
- Limited Reporting (1 reviews)

  ### 15. [Triple Whale](https://www.g2.com/products/triple-whale/reviews)
  Triple Whale is the complete intelligence platform for ecommerce, helping brands stop guessing and start knowing what’s actually driving growth, what’s wasting money, and what to do next — with total confidence. By pulling all of a company’s data into one place, delivering measurement tools teams can actually trust, and applying the smartest AI in the industry, Triple Whale turns fragmented data into clear insights and actionable recommendations. That intelligence can then be put to work through AI agents and automations that generate creative assets, take action across marketing channels, and make every tool in their stack smarter and more effective. More than 50,000 ecommerce brands including Pressed Juicery, OUAI, and True Classic trust Triple Whale to grow faster and drive revenue with fewer resources by uncovering opportunities and acting on them at a scale that would be impossible manually.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 474

**User Satisfaction Scores:**

- **Ease of Admin:** 8.7/10 (Category avg: 8.6/10)
- **Validation
:** 8.2/10 (Category avg: 8.3/10)
- **Correction:** 8.3/10 (Category avg: 8.2/10)
- **Cleansing:** 8.1/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Triple Whale](https://www.g2.com/sellers/triple-whale)
- **Company Website:** https://triplewhale.com/
- **Year Founded:** 2021
- **HQ Location:** Columbus, US
- **Twitter:** @triplewhale (19,009 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/triple-whale/ (260 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** CEO, Founder
  - **Top Industries:** Marketing and Advertising, Retail
  - **Company Size:** 88% Small-Business, 13% Mid-Market


#### Pros & Cons

**Pros:**

- Customer Support (3 reviews)
- Ease of Use (3 reviews)
- Attribution Accuracy (2 reviews)
- Attribution Tracking (2 reviews)
- Data Clarity (2 reviews)

**Cons:**

- Data Inaccuracy (2 reviews)
- Expensive (2 reviews)
- Slow Loading (2 reviews)
- Access Restrictions (1 reviews)
- Attribution Issues (1 reviews)

  ### 16. [SPS Commerce Analytics](https://www.g2.com/products/sps-commerce-analytics/reviews)
  SPS Analytics is a decision optimization platform that transforms fragmented retail sales, inventory, and item performance data into a clear, connected foundation teams can act on. It enables suppliers and brands to improve forecasting, inventory allocation, promotions, pricing, and retailer collaboration with trusted, decision-ready insight.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 18

**User Satisfaction Scores:**

- **Ease of Admin:** 9.6/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [SPS Commerce](https://www.g2.com/sellers/sps-commerce)
- **Company Website:** https://www.spscommerce.com
- **Year Founded:** 1987
- **HQ Location:** Minneapolis, MN
- **LinkedIn® Page:** https://www.linkedin.com/company/15345/ (3,352 employees on LinkedIn®)
- **Ownership:** NASDAQ:SPSC

**Reviewer Demographics:**
  - **Top Industries:** Apparel & Fashion, Sporting Goods
  - **Company Size:** 50% Enterprise, 40% Mid-Market


  ### 17. [LEAFIO AI Retail Platform](https://www.g2.com/products/leafio-ai-retail-platform/reviews)
  LEAFIO AI Retail Platform empowering retailers, distributors, and CPG manufacturers with comprehensive supply chain and retail planning and automation solutions in Inventory management, Demand planning, Auto replenishment, Planogram software, Retail space planning, Merchandising management, Assortment planning, Loyalty Management, and Transportation Management. Discover the cutting-edge products offered by LEAFIO AI, a leading software provider specializing in retail supply chain automation and optimization. With a strong presence in over 20 countries and trusted by more than 180 retail companies, LEAFIO helps businesses gain a competitive edge, improve resistance to disruption, and generate higher revenues with enhanced profit margins. At LEAFIO, we excel in several core areas of expertise, revolutionizing how retailers manage their supply chain processes. Our comprehensive suite of products includes: 1. Accurate Demand Planning and Forecasting: Leverage the power of advanced algorithms to accurately predict customer demand, enabling retailers to optimize inventory levels, reduce out-of-stock situations, and maximize sales potential. 2. Fully Automated Order Generation: Streamline and automate the order generation process, eliminating manual errors and ensuring timely replenishment based on demand forecasts, sales trends, and stock availability. 3. Multi-Echelon Replenishment OOptimization OOptimizeinventory replenishment across multiple levels of the supply chain, from distribution centers to stores, minimizing stockouts and excess inventory while improving overall efficiency. 4. Macro/Micro Space Management: Efficiently manage the allocation and utilisation of retail space, optimizing product placement, category arrangement, and promotional displays to enhance the customer shopping experience. 5. Planogram Generation Automation: Automate the creation of planograms, visually representing product placement on shelves, to ensure optimal shelf arrangements that maximize sales and improve product visibility. 6. Category Management OOptimization OOptimizecategory management strategies by analyzing sales data, customer behavior, and market trends. LEAFIO AI provides actionable insights to enhance assortment planning, pricing strategies, and promotional activities. 7. Shelf Space Performance Management: Monitor and analyze the performance of shelf space allocation, identify underperforming areas, and make data-driven decisions to improve product visibility and sales performance. 8. Performance Tracking: Track and measure key performance indicators (KPIs) to assess retail strategies” success, identify improvement areas, and make informed business decisions. 9. Business Insights and Analytics: Access comprehensive analytics and reports, empowering retailers with actionable insights to make data-driven decisions, optimize operations, and drive growth. 10. Promotion Management: Streamline and optimize promotional campaigns, from planning and execution to performance analysis, ensuring maximum ROI and customer engagement. With LEAFIO AI’s innovative products, retailers can streamline their supply chain processes, enhance operational efficiency, and unlock new growth opportunities in an increasingly competitive market. Join the league of successful retailers leveraging LEAFIO AI to drive success and stay ahead of the curve.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 30

**User Satisfaction Scores:**

- **Ease of Admin:** 9.9/10 (Category avg: 8.6/10)
- **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)


**Seller Details:**

- **Seller:** [Leafio](https://www.g2.com/sellers/leafio)
- **Year Founded:** 2014
- **HQ Location:** Tallinn, EE
- **Twitter:** @Leafio1 (278 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/leafio (76 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Retail
  - **Company Size:** 80% Mid-Market, 13% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (6 reviews)
- Features (5 reviews)
- Time-saving (5 reviews)
- User Interface (5 reviews)
- Analytics (4 reviews)

**Cons:**

- Slow Loading (2 reviews)
- Slow Performance (2 reviews)
- Complexity (1 reviews)
- Complex Setup (1 reviews)
- Expensive (1 reviews)

  ### 18. [ThirdChannel](https://www.g2.com/products/thirdchannel/reviews)
  Since 2012, ThirdChannel has been transforming how brands execute at retail. We combine advanced retail intelligence technology with an exceptional network of in-store experts to deliver real-time visibility, consistent brand representation, and measurable performance improvement across every location. Our mission is simple: to empower brands and retailers with the insights, tools, and people they need to win at the shelf. By blending data-driven technology and human connection, ThirdChannel ensures your brand not only looks its best in-store but also performs its best. We specialize in operationalizing retail strategies for leading corporations across industries—from merchandising and product education to field team management and experiential activations. Every program is powered by real-time data and expert field talent carefully matched to your brand’s unique goals, category, and retail environment. ThirdChannel’s platform is designed to move beyond analytics—to turn insights into immediate impact. Our partners gain access to: - Real-time store visit insights that highlight performance, opportunities, and compliance gaps. - Dynamic performance dashboards for visibility across markets, stores, and campaigns. - A mobile-first app that empowers reps to complete merchandising, training, and events directly in-store, ensuring accuracy and accountability. This end-to-end system bridges the gap between strategy and execution, creating a seamless connection between headquarters, field teams, and retail partners.


  **Average Rating:** 4.3/5.0
  **Total Reviews:** 20

**User Satisfaction Scores:**

- **Ease of Admin:** 8.7/10 (Category avg: 8.6/10)
- **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)


**Seller Details:**

- **Seller:** [ThirdChannel](https://www.g2.com/sellers/thirdchannel)
- **Company Website:** https://www.thirdchannel.com/
- **Year Founded:** 2012
- **HQ Location:** Boston, US
- **Twitter:** @ThirdChannel3C (596 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/thirdchannel/ (249 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Sporting Goods
  - **Company Size:** 46% Small-Business, 31% Mid-Market


#### Pros & Cons

**Pros:**

- Customer Support (1 reviews)
- Ease of Use (1 reviews)
- Easy Access (1 reviews)
- Easy Integration (1 reviews)
- Easy Integrations (1 reviews)


  ### 19. [Ohanafy](https://www.g2.com/products/ohanafy/reviews)
  Ohanafy is an all-in-one beverage business platform built on Salesforce, designed to help suppliers, distributors, and retailers sell more, scale smarter, and run more efficiently. Bringing together order management, ecommerce, payments, warehousing, CRM, maps, data, and AI, Ohanafy gives the entire beverage ecosystem the tools to simplify operations and grow revenue. Since launching, Ohanafy has powered hundreds of beverage companies across beer, wine, spirits, and non-alcoholic categories. Helping them streamline operations, eliminate inefficiencies, and future-proof their businesses. Customers include family-owned distributors, fast-growing non-alc brands, and global suppliers. Backed by leading investors and advised by industry veterans, Ohanafy’s team combines decades of experience across technology, data, and beverage industry experience. With deep Salesforce expertise and firsthand knowledge of the complexities of beverage operations, Ohanafy is uniquely positioned to deliver innovation at scale. Ohanafy is the trusted technology provider across all three tiers of beverage. By uniting modern AI, real-time analytics, and enterprise-grade infrastructure, Ohanafy is redefining how the beverage industry works today—and prepares for tomorrow.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 60

**User Satisfaction Scores:**

- **Ease of Admin:** 9.6/10 (Category avg: 8.6/10)
- **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)


**Seller Details:**

- **Seller:** [Ohanafy](https://www.g2.com/sellers/ohanafy)
- **Company Website:** https://www.ohanafy.com/
- **Year Founded:** 2022
- **HQ Location:** Wilmington, NC
- **Twitter:** @OhanafyInc (31 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/ohanafy/ (22 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Food & Beverages
  - **Company Size:** 87% Small-Business, 12% Mid-Market


#### Pros & Cons

**Pros:**

- Customer Satisfaction (3 reviews)
- Customer Support (3 reviews)
- Accuracy (1 reviews)
- Customization (1 reviews)
- Data Accuracy (1 reviews)

**Cons:**

- Improvement Needed (1 reviews)
- Inadequate Financial Management (1 reviews)
- Limited Customization (1 reviews)
- Missing Features (1 reviews)

  ### 20. [Endear](https://www.g2.com/products/endear/reviews)
  Endear is the retail CRM for modern brands that want to build more meaningful customer relationships that drive real results. Designed for growing mid-sized brands, Endear empowers store teams with unified customer profiles backed by real-time data, seamless integrations, and AI-powered tools that make clienteling scalable and effective. By streamlining outreach across channels like text, email, and WhatsApp, Endear helps deliver personalized, high-impact customer experiences that increase foot traffic and boost sales. By making every engagement trackable and actionable, Endear is redefining retail ROI so every store becomes a performance channel and every interaction becomes an opportunity for growth.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 31

**User Satisfaction Scores:**

- **Ease of Admin:** 9.4/10 (Category avg: 8.6/10)
- **Validation
:** 7.7/10 (Category avg: 8.3/10)
- **Correction:** 6.7/10 (Category avg: 8.2/10)
- **Cleansing:** 6.3/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Endear](https://www.g2.com/sellers/endear)
- **Company Website:** https://www.endearhq.com/
- **Year Founded:** 2016
- **HQ Location:** New York, New York, United States
- **LinkedIn® Page:** https://www.linkedin.com/company/endear (36 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Retail, Apparel & Fashion
  - **Company Size:** 58% Mid-Market, 35% Small-Business


#### Pros & Cons

**Pros:**

- Personalization (16 reviews)
- Ease of Use (15 reviews)
- Customization (14 reviews)
- Features (12 reviews)
- Customer Engagement (11 reviews)

**Cons:**

- Limited Customization (7 reviews)
- Difficult Customization (6 reviews)
- Missing Features (6 reviews)
- Template Issues (5 reviews)
- Learning Curve (4 reviews)

  ### 21. [InMarket](https://www.g2.com/products/inmarket/reviews)
  Since 2010, InMarket has connected brands and customers when and where it matters most. Through InMarket's industry-leading real-time marketing and measurement platform, leading brands like Kraft Heinz, Anheuser-Busch, and P&G can drive growth, optimize spend, and close the loop between consumer intent and purchase with unique, actionable intent, transaction, and location data. Its success in driving real-world outcomes resulted in recognition from Deloitte as one of the fastest-growing North American technology companies for three consecutive years. InMarket holds 25+ location, attribution, and digital marketing patents. InMarket serves thousands of brands across retail, grocery, dining, CPG, pharma, and travel/entertainment.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 10

**User Satisfaction Scores:**

- **Ease of Admin:** 6.7/10 (Category avg: 8.6/10)


**Seller Details:**

- **Seller:** [InMarket](https://www.g2.com/sellers/inmarket)
- **Year Founded:** 2010
- **HQ Location:** Austin, Texas
- **Twitter:** @inMarket_Media (1,329 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/inmarket_1/ (366 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 70% Mid-Market, 30% Small-Business


#### Pros & Cons

**Pros:**

- Buyer Intent (1 reviews)
- Customer Engagement (1 reviews)
- Ease of Use (1 reviews)


  ### 22. [Increff Merchandising Software](https://www.g2.com/products/increff-merchandising-software/reviews)
  Reimagine merchandise planning, buying, and allocation with Increff Merchandising Software. Built for small and medium B2B and B2C brands and retailers, this algorithm-driven SaaS-based tool performs billions of computations within a few minutes of runtime to deliver quick action-oriented results for optimum inventory planning and distribution for sales maximization. Considering seasonality, recency, and festivity, this tool analyzes multiple layers of attributes to calculate store-specific assortments, inventory health, and freshness index, for determining ideal distribution. It helps brands realize the true demand potential by allocating the right inventory, as per customer demands, closer to the customers.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 25

**User Satisfaction Scores:**

- **Ease of Admin:** 8.3/10 (Category avg: 8.6/10)
- **Validation
:** 8.3/10 (Category avg: 8.3/10)
- **Correction:** 8.3/10 (Category avg: 8.2/10)
- **Cleansing:** 7.7/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Increff](https://www.g2.com/sellers/increff)
- **Year Founded:** 2016
- **HQ Location:** Bengaluru, Karnataka
- **Twitter:** @increff (218 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/increff/mycompany (297 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Apparel & Fashion, Retail
  - **Company Size:** 35% Enterprise, 31% Small-Business


#### Pros & Cons

**Pros:**

- Inventory Management (10 reviews)
- Customer Support (8 reviews)
- Ease of Use (8 reviews)
- Efficiency (6 reviews)
- Efficiency Improvement (5 reviews)

**Cons:**

- Difficult Navigation (3 reviews)
- Improvement Needed (3 reviews)
- Missing Features (3 reviews)
- Navigation Difficulty (3 reviews)
- UX Improvement (3 reviews)

  ### 23. [Insite AI](https://www.g2.com/products/insite-ai/reviews)
  A Category Strategy & Assortment Optimization solution you can trust. Our individualized, tailored-for-you AI platform empowers you to better understand and target your products and retail accounts–to any level of granularity. Build the optimal product range & mix. Understand, not just historical and current performance, but accurately look forward to project the expected performance of potential category range scenarios and strategies you plan to put forward.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 24

**User Satisfaction Scores:**

- **Ease of Admin:** 9.3/10 (Category avg: 8.6/10)
- **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)


**Seller Details:**

- **Seller:** [Insite AI](https://www.g2.com/sellers/insite-ai)
- **Year Founded:** 2018
- **HQ Location:** Bentonville, Arkansas, United States
- **Twitter:** @InsiteAI (29 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/insite-ai/ (70 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 50% Enterprise, 33% Small-Business


  ### 24. [Alloy.ai](https://www.g2.com/products/alloy-ai/reviews)
  Alloy.ai is a demand and inventory control tower purpose-built to help consumer goods brands sell more products, save time and solve complex supply chain challenges. Alloy.ai is built on a data platform powered by 850+ pre-built connectors that integrate daily SKU-store level POS and inventory data with supply chain data — giving brands complete and instant visibility into demand and inventory across their network. Our cloud platform is a central hub to sense problems and opportunities, respond immediately, and predict which sales and supply chain issues might turn into major problems. Alloy.ai is trusted by companies ranging from the Fortune 500 to digital-natives, including Ferrero, Bic, Valvoline, Bosch and Melissa & Doug. Customers routinely achieve a 35%+ reduction in out-of-stocks, a 5%+ bottom line impact, and millions of dollars in incremental orders with their retail partners.


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 23

**User Satisfaction Scores:**

- **Ease of Admin:** 8.7/10 (Category avg: 8.6/10)
- **Validation
:** 8.3/10 (Category avg: 8.3/10)
- **Correction:** 7.5/10 (Category avg: 8.2/10)
- **Cleansing:** 7.5/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Alloy](https://www.g2.com/sellers/alloy)
- **Year Founded:** 2015
- **HQ Location:** San Francisco, CA
- **Twitter:** @usealloy (3,221 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/alloy-inc/people/ (67 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Consumer Goods, Retail
  - **Company Size:** 50% Mid-Market, 29% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (2 reviews)
- Customer Support (1 reviews)
- Dashboard Customization (1 reviews)
- Dashboard Design (1 reviews)
- Data Visualization (1 reviews)

**Cons:**

- Inadequate Tracking (1 reviews)
- Inefficient Tracking (1 reviews)
- Limited Customization (1 reviews)

  ### 25. [Clientbook](https://www.g2.com/products/clientbook/reviews)
  Clientbook is the digital sales assistant for jewelers and other luxury retailers to make more money. We make your team clienteling rockstars by organizing customer data, automating follow-ups, and leveraging AI to create personalized and timely communications to bring customers back into your store. Nearly a thousand jewelers around the country are achieving more repeat business, building deeper customer relationships, and generating more income by using Clientbook. They love having a virtual sales assistant working nonstop helping sales associates to level up and create more opportunities for a sale.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 43

**User Satisfaction Scores:**

- **Ease of Admin:** 8.9/10 (Category avg: 8.6/10)
- **Validation
:** 8.5/10 (Category avg: 8.3/10)
- **Correction:** 8.2/10 (Category avg: 8.2/10)
- **Cleansing:** 7.3/10 (Category avg: 8.1/10)


**Seller Details:**

- **Seller:** [Clientbook](https://www.g2.com/sellers/clientbook)
- **Year Founded:** 2017
- **HQ Location:** Lehi, UT
- **LinkedIn® Page:** https://www.linkedin.com/company/clientbook-retail/ (27 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Luxury Goods & Jewelry, Retail
  - **Company Size:** 91% Small-Business, 7% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (18 reviews)
- Customer Support (11 reviews)
- Helpful (11 reviews)
- Customer Engagement (9 reviews)
- Easy Communication (7 reviews)

**Cons:**

- Bugs (5 reviews)
- Software Glitches (4 reviews)
- Software Bugs (3 reviews)
- Data Management Issues (2 reviews)
- Mobile Limitations (2 reviews)



## Parent Category

[Retail Software](https://www.g2.com/categories/retail)



## Related Categories

- [E-Commerce Analytics Software](https://www.g2.com/categories/e-commerce-analytics)
- [Retail Pricing Software](https://www.g2.com/categories/retail-pricing)
- [Retail Intelligence Software](https://www.g2.com/categories/retail-intelligence)



---

## Buyer Guide

### What You Should Know About Retail Analytics Software

### What is Retail Analytics Software?

Retail analytics software empowers retail businesses by providing insights into all aspects of the store using various business intelligence data, such as sales figures, inventory levels, customer data, supply chain, etc. It also helps clean and organize inconsistent data sets and visualize them on a single intuitive retail dashboard for easy understanding and interpretation.

Retail insights drawn from this software help retailers accurately target customer needs in order to offer the right products at the right price at the right time. To do that, retail analytics platforms provide scope to analyze the performance of each retail metric at a granular level. These tools also influence marketing decisions by uncovering valuable insights related to consumer behavior and helping marketers design customer-based loyalty programs.

### What are the Common Features of Retail Analytics Software?

The following are some core features within retail analytics systems that can help retailers find the best solution for their business analysis needs:

**Data collection:** Retail analytics tools help collect data from different sources, such as retail point of sale (POS) software, retail management systems, etc., in whichever form they are. The retail analytics tool integrates with these systems and helps with automated exports instead of manual collection by internal sales teams.

**Data cleansing:** The raw data received in the collection process goes through data cleansing to ensure accuracy and consistency. The retail analytics system deals with erroneous data by identifying incorrect or duplicate data, deleting the messy data, and then arranging the dataset in the appropriate format.

**Data analysis:** This feature of retail analytics software uses clean data and delivers useful insights and information in the form of different visualization dashboards such as tables, graphs, pie charts, etc., with the help of advanced artificial intelligence (AI) and machine learning (ML). These insights are later used to discover trends, predict outcomes, and make better business decisions.

### What are the Benefits of Retail Analytics Software?

Retail analytics solutions are beneficial to retailers, suppliers, and customers. The information derived from the retail data uncovers areas for improvement and optimizes the customer experience at the store. Here’s how all the stakeholders benefit from software:

**Offers retailers a competitive advantage:** Retail analytics software can help retailers understand customer behavior and formulate strategies specific to individual stores. It automates the process of gathering, cleaning, and analyzing data, which was a tedious task. A retailer using analytics tools has a competitive advantage over its peer dependent on guesswork. Insights from the data also help retailers with competitive benchmarking, improve marketing return on investment (ROI), optimize in-store operations, and enhance customer loyalty.

**Improves suppliers’ product management processes:** Retailers are not the only ones who benefit from retail analytics tools. Suppliers also use historical retail data to plan and forecast demand, plan inventory management, see which specific product line is outperforming others in a region, and introduce new products catering to consumer needs. It also helps them plan future campaigns as a marketing initiative and pushes their product to prospective retailers.

**Boosts customer experience:** Customers are the indirect beneficiaries of the insight drawn with retail analytics tools. Retailers continuously strive to improve customer experience by creating eye-catching store layouts, discounts on merchandise, loyalty programs, and improved customer engagement. Customers feel happy, become repeat customers, and bring new customers on board, pleased by the unique experience retailers try to provide.

### Who Uses Retail Analytics Software?

Managers from different departments of a retail organization use this software for better decision making. Here’s a list of a few personnel who often use this software. 

**Retail store managers:** Store managers use retail analytics software to track and measure the performance of respective stores on a monthly, quarterly, and yearly basis. 

**Analytics managers:** Analytics managers do data mining and draw actionable insights using various retail data analytics methodologies such as big data, descriptive analytics, diagnostic analytics, predictive analytics, and prescriptive analytics.

**Brand or marketing managers:** Brand or marketing managers use retail analytics platforms to monitor brand performance through sales data and track consumer behavior and trends, which allow them to strategize marketing campaigns and loyalty programs.

#### Software Related to Retail Analytics Software

Related solutions that can be used together with retail analytics software include other retail software such as:

[Retail POS systems](https://www.g2.com/categories/retail-pos) **:** Retail analytics systems easily integrate with retail POS software. Retail POS software is used in the day-to-day operations of a store for tasks like creating a sales order, finding product and customer information, billing, etc. It stores a vast amount of relevant information that can be exported to retail analytics software for analysis purposes.

[Retail pricing software](https://www.g2.com/categories/retail-pricing) **:** Retail pricing software helps formulate the best pricing strategy for products and seamlessly integrates with analytics software. Some of the retail pricing tools come with analytics features that can do the job of retail analytics as a standalone product. However, some advanced analytics software must work in conjunction with the host software to get the best result.

### Challenges with Retail Analytics Software

Retail analytics software comes with its own set of challenges.

**Cost of purchase:** Small to medium-sized retailers might find it difficult to purchase this software from a cost point of view. Since most of these tools are subscription based, there is a recurring bill associated with them. Also, most small to medium retailers are unorganized businesses with the absence of streamlined functions, where procuring such tools could be inconsequential.

**Software integration:** Retail analytics platforms need to be integrated with multiple types of retail software, such as retail POS, retail management, etc., to export data and analyze. A significant risk that arises during software integration is incompatibility, which leads to the inability to perform important functions.

**Data security and privacy:** Data security and privacy are major concerns for multinational corporations. Retailers gather several data sets such as customer names, mobile numbers, and email IDs for their vested interests. Any sort of data leakage from such tools could be a nightmare for the retailer and might affect the overall brand reputation in the market.

### How to Buy Retail Analytics Software

#### Requirements Gathering (RFI/RFP) for Retail Analytics Software

Requirement gathering ensures that the software has all the features a business needs. It helps to understand the right tools required to perform critical task processes without wasting time figuring out how to do it. It also helps to ask critical questions about the need for the software. For example, retail analytics solutions help analyze retail data and present insights, but the buyer should also know if there is enough data to process and how these insights will help the existing position of the retail business.

#### Compare Retail Analytics Software Products

**Create a long list**

A long list helps refine software products with must-have retail analytics features such as data gathering, cleansing, and analysis. Buyers can add to the list software that functions as a standalone product or integrates into existing systems, such as retail management or retail POS. Some other things to consider while creating a long list could be the product's popularity, the price offered for product add-ons, schemes for upgrading, and 24/7 customer service support.

**Create a short list**

A short list narrows down the long list of buyers and helps them make a constructive decision on which software to opt for. Shortlists are more specific to the exact need of the buyer mapped with the features offered by the product. For example, buyers looking for cloud-based retail analytics software must not keep software installed on-premises on the short list.

**Conduct demos**

Demos are an essential part of the entire software implementation process. It ensures that the retail analytics software is running smoothly and is compatible with the existing business system. It allows buyers to ask questions about the software's features and ensures the retail analytics vendor is entirely transparent about the product offerings.

#### Selection of Retail Analytics Software

**Choose a selection team**

A team comprised of in-house IT personnel, project managers, heads of departments, retail experts, and end users must be part of the selection process. Along with senior management, this selection team is responsible for selecting the right software and checking the entire retail analytics software onboarding process. Buyers can also outsource technical consultants with domain-specific expertise to give constructive recommendations and suggestions in this process.

**Negotiation**

To successfully negotiate, the buyer must carefully analyze the final offering provided by two or more vendors. There are chances that vendors might offer similar software with similar features. In this case, the only differentiator may be the price provided by the vendor. The deciding factor during final selection in case of similar pricing might depend on product add-ons, unique customization, customer support post implementation, etc.

**Final decision**

In most cases, the senior management or head of the department decides to select the software after carefully going through all the documented insights provided by the team during the product testing process. It is also important to investigate all the vendor's terms and conditions beforehand to avoid last-minute confusion.

### Implementation of Retail Analytics Software

**How is Retail Analytics Software Implemented?**

Buyers can implement retail analytics software at any point in the retail journey. The vendor’s IT team and the buyer’s selection team are responsible for the implementation. If the retail analytics software is installed on-premises, the implementation team should ensure it doesn’t affect retail operations.

**Who is Responsible for Retail Analytics Software Implementation?**

The selection team is usually responsible for the implementation process since they know the business requirements and how the new software can help. Service engineers and technical experts from the vendor’s side also collaborate with the selection team and address real-time issues during implementation.

**What Does the Implementation Process Look Like for Retail Analytics Software?**

The retail analytics software implementation process varies depending on the type of software installed, cloud based or on-premises. Cloud-based software is easy to install and can be accessed from anywhere. On-premises software needs existing infrastructure on which it is installed and can be accessed only within the premises.

**When Should You Implement Retail Analytics Software?**

A buyer can implement this software at the start of the retail business or after making a strong presence in the market. Also, selecting an ideal time for the installation process of the retail analytics software is essential to avoid interference with daily retail operations.