# Best Retail Analytics Software - Page 5

*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






## 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)


## How Many Retail Analytics Software Products Does G2 Track?
**Total Products under this Category:** 228

### Category Stats (Jul 2026)
- **Average Rating**: 4.4/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product**: Nano AI (+7.99%) - Among all products in this category, Nano AI recorded the largest rating increase compared to last month
*Last updated: July 21, 2026*


## How Does G2 Rank Retail Analytics Software Products?

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

- 30 Analysts and Data Experts
- 4,100+ Authentic Reviews
- 228+ 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.


## Which Retail Analytics Software Is Best for Your Use Case?

- **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:** [Swan AI](https://www.g2.com/products/swan-ai/reviews)
- **Top Trending:** [Triple Whale](https://www.g2.com/products/triple-whale/reviews)
- **Best Free Software:** [Crisp Data Platform](https://www.g2.com/products/crisp-data-platform/reviews)


---

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---

## What Are the Top-Rated Retail Analytics Software Products in 2026?
### 1. [DEMA](https://www.g2.com/products/dema/reviews)
Dema is a commerce analytics and AI platform that gives e-commerce and retail brands a single source of truth across their entire business - from product and inventory to marketing, customers, and profitability. Built for modern retail and DTC teams, Dema connects data from Shopify, Meta, Google, POS systems, ERPs, and more into one unified platform. Instead of stitching together reports across tools, teams get real-time profitability metrics, predictive insights, and AI-driven recommendations in one place. At the core of Dema is a commerce AI Agent that lets teams ask business questions in plain language and instantly get answers, dashboards, and actionable next steps - no SQL, no data exports, no manual setup. Every answer is grounded in real connected data, never invented metrics. Dema goes beyond reporting. Its Marketing Mix Modeling (MMM) combines causal inference with geo-based incrementality testing, so teams finally understand what's actually driving growth across channels — and can optimise for revenue, contribution margin, or profitable customer acquisition. Intelligent segmentation helps teams direct spend toward the customers and products that truly perform, improving bidding efficiency on Google and Meta. For brands that care about the bottom line, not just the top line, Dema tracks profitability after all costs in real time, across e-commerce, retail stores, and every marketing channel in between. Dema's customers include some of the world's most recognized fashion and lifestyle brands, including Acne Studios, Represent, Axel Arigato, and many more.


**Average Rating:** 5.0/5.0
**Total Reviews:** 1
**How Do G2 Users Rate DEMA?**

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

**Who Is the Company Behind DEMA?**

- **Seller:** [DEMA](https://www.g2.com/sellers/dema)
- **Year Founded:** 2022
- **HQ Location:** Stockholm, SE
- **LinkedIn® Page:** https://www.linkedin.com/company/dema-ai/ (55 employees on LinkedIn®)
- **Ownership:** Marcus Tagesson

**Who Uses This Product?**
- **Company Size:** 100% Mid-Market



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

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

**Rating:** 5.0/5.0 stars
*— Verified User in Consumer Goods*

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

---



### 2. [DotActiv](https://www.g2.com/products/dotactiv/reviews)
DotActiv offers all-in-one category management software that allows users to automate the creation of data-driven planograms, localised assortment and floor plans, and retail analytics. DotActiv also offers category management services underpinned by outstanding customer service, innovative software and a tried and tested methodology. With DotActiv software or services, retailers can drive category performance and improve in-store experiences while suppliers can gain influence over shelf space positioning and allocation.


**Average Rating:** 4.5/5.0
**Total Reviews:** 1

**Who Is the Company Behind DotActiv?**

- **Seller:** [DotActiv](https://www.g2.com/sellers/dotactiv-5446f39d-f548-42f7-a4be-8269c400bd48)
- **Year Founded:** 2001
- **HQ Location:** Cape Town, ZA
- **Twitter:** @DotactivGroup (130 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/5076773/ (106 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Enterprise



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

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

**Rating:** 4.5/5.0 stars
*— John E.*

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

---



### 3. [Eebz Digital Retail Analytics](https://www.g2.com/products/eebz-digital-retail-analytics/reviews)
Eebz is a digital shelf analytics platform purpose-built for consumer electronics, gaming, and appliance brands selling through online retailers. We combine real-time monitoring of pricing, availability, product content, and search rankings with Ada AI, an autonomous sales agent that turns shelf insights into revenue while your team sleeps. The platform tracks your products across 1,500+ e-commerce sites in 80 countries, with 97%+ data accuracy and multiple extractions per day. Our proprietary EebzPRS (Product Recognition System) automatically identifies and matches your products across retailers using GTIN, MPN, ASIN, or image recognition, no URL submission required. More than 95% of new products are tracked within days. Key solutions: PerfectPage™ - Score and optimise product listings across 70+ configurable content parameters. Brands report +12% conversion improvement. Price Monitoring - Daily visibility of pricing, promotions, and compliance across retailers and marketplace sellers. Clients achieve +24% average improvement in pricing compliance. Category Dynamics - Analyse entire categories to understand what drives top rankings. Clients report +20% average rank improvement. SearchUltra - Track product rankings for key search terms across retailers globally. Clients save an average of 7% on total retail media budget. Ada AI Sales Agent - Monitors the digital shelf 24/7, detects opportunities and issues, sends context-aware communications to buyers, and reports every interaction back to your CRM. Integrates with Salesforce, HubSpot, Box, SAP, Oracle, Salsify, and InRiver. Proprietary technology: Y-Station - Purpose-built extraction engine that navigates retailer websites like a real shopper, cross-references data for accuracy, and adapts to site changes in under 6 hours. EebzPRS - AI-powered Product Recognition System that finds and matches products across retailers automatically. No URLs required. 95% of new products tracked within days. Sixta PIM - Smart product information layer enriching data with territory, assortment strategy, and product lifecycle context. Three ways to access your data: The Eebz dashboard application, automated email alerts and exception reports, or direct API integration into your existing BI tools (Qlik, Tableau, Power BI). Your data, your rules. Eebz is independent, we don't buy retail media, we simply help brands optimise it. Our entire development and data science team is based in Windsor, UK. We onboard new retailers in days and new products in hours. Simple, transparent pricing: points-based, pay per market not by retailer, and no revenue-based charges, a direct advantage for high-value, low-margin product categories where competitors charge based on GMV. Built for brands that need to sell more online. Trusted by PlayStation, Samsung Mobile, Logitech, Turtle Beach, Konami, Ring, Warner Bros., SharkNinja, Sage, and Netatmo. "Eebz is passionate about e-commerce. Our UK-based team is committed to being the best technology partner for brands, distributors, and retailers all over the world." Peter Laughton, Co-Founder & CEO


**Average Rating:** 4.5/5.0
**Total Reviews:** 1

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

- **Seller:** [Eebz](https://www.g2.com/sellers/eebz)
- **HQ Location:** Windsor, GB
- **LinkedIn® Page:** https://www.linkedin.com/company/eebz/ (29 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



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

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

**Rating:** 4.5/5.0 stars
*— Brandon U.*

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

---



### 4. [eLink](https://www.g2.com/products/elink-elink/reviews)
eLink is a creator-focused SaaS platform that empowers professionals, educators, and entrepreneurs to monetize their knowledge with ease. Covering live streaming, course management, marketing, memberships, transactions, and analytics, eLink makes knowledge monetization smooth, scalable, and community-driven.


**Average Rating:** 5.0/5.0
**Total Reviews:** 1

**Who Is the Company Behind eLink?**

- **Seller:** [eLink](https://www.g2.com/sellers/elink-5543aa79-9c26-404f-a68e-77db34e15c3f)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business


#### What Are eLink's Pros and Cons?

**Pros:**

- Ease of Use (1 reviews)
- Features (1 reviews)
- Time-Saving (1 reviews)

**Cons:**

- Difficult Learning (1 reviews)
- Improvement Needed (1 reviews)
- Insufficient Analysis (1 reviews)
- Not User-Friendly (1 reviews)


### What Do G2 Reviewers Say About eLink?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **ease of use** of eLink, streamlining their workflow and enhancing productivity significantly.
- Users appreciate the **complete toolkit** eLink provides, enabling seamless knowledge monetization and streamlined project management.
- Users value the **time-saving capabilities** of eLink, streamlining their creative processes in one comprehensive platform.

**Cons:**

- Users find eLink has a **difficult learning curve** , requiring time for beginners to navigate the interface effectively.
- Users feel eLink has **room for improvement** in user-friendliness and advanced analytics to enhance the experience.
- Users feel there is **insufficient analysis** in eLink, especially regarding data visualization and advanced analytics.
- Users feel that eLink has **user-unfriendly features** , particularly for beginners needing extra time to adapt.

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

**"[All-in-One Platform That Makes Content Monetization Easy](https://www.g2.com/survey_responses/elink-review-11712871)"**

**Rating:** 5.0/5.0 stars
*— Lyman l.*

[Read full review](https://www.g2.com/survey_responses/elink-review-11712871)

---



### 5. [HitPay](https://www.g2.com/products/hitpay/reviews)
HitPay is an all-in-one payment platform built specifically for small and medium-sized businesses (SMEs) in Asia. Whether you're running a physical store, an online business, or both, HitPay allows you to accept and manage payments seamlessly — without the burden of monthly subscription fees. With just a few clicks, merchants can start collecting payments in-person or online through a wide range of local and international payment methods. HitPay offers the widest payment coverage in the Asia-Pacific region, supporting over 700 payment methods. This includes popular local options such as PayNow in Singapore, DuitNow in Malaysia, QR Ph in the Philippines, and QRIS in Indonesia — alongside international card networks and mobile wallets. Businesses can accept credit and debit cards, QR code payments, mobile wallets, and direct bank transfers, all in one place. What sets HitPay apart is its transparent, transaction-based pricing model. Merchants only pay per transaction, with no setup costs or ongoing subscription fees. This makes HitPay an accessible and scalable solution for individual sellers, startups, and growing multi-outlet businesses alike. For offline payments, HitPay offers portable card terminals and QR code payment solutions that easily connect to a smartphone or tablet. For online sales, merchants can integrate HitPay with major e-commerce platforms like Shopify, WooCommerce, and Wix — or get started quickly with no-code tools like Payment Links and Online Store Builder. HitPay also includes powerful business tools such as invoicing, recurring billing, inventory management, detailed reports, and integrations with accounting software, helping SMEs manage operations and grow from a single dashboard. With next-business-day payouts and support across Asia, HitPay is trusted by over 20,000 SMEs for its ease of use, local payment support, and transparent pricing.


**Average Rating:** 4.7/5.0
**Total Reviews:** 95
**How Do G2 Users Rate HitPay?**

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

**Who Is the Company Behind HitPay?**

- **Seller:** [HitPay](https://www.g2.com/sellers/hitpay)
- **Year Founded:** 2016
- **HQ Location:** Singapore
- **LinkedIn® Page:** https://www.linkedin.com/company/hit-pay/ (52 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail, Arts and Crafts
- **Company Size:** 99% Small-Business, 1% Mid-Market



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

**"[Safe and secure payment portal](https://www.g2.com/survey_responses/hitpay-review-8920558)"**

**Rating:** 5.0/5.0 stars
*— Hana O.*

[Read full review](https://www.g2.com/survey_responses/hitpay-review-8920558)

---

**"[HitPay: easy payment integration, local payments, and hassle-free transaction management](https://www.g2.com/survey_responses/hitpay-review-12435613)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Automotive*

[Read full review](https://www.g2.com/survey_responses/hitpay-review-12435613)

---



### 6. [Hypersonix](https://www.g2.com/products/hypersonix/reviews)
Hypersonix AI is a sophisticated solution tailored for the retail industry, designed to assist users in navigating the intricate landscape of competitor analysis, pricing strategies, promotional effectiveness, inventory management, and demand forecasting. By leveraging advanced algorithms specifically developed for the commerce industry, Hypersonix AI empowers retailers to make informed decisions that enhance their operational efficiency and market competitiveness. This product primarily serves retail merchants who seek to gain a deeper understanding of their market dynamics and optimize their business strategies to maximize product margins. With the retail environment becoming increasingly complex, the need for actionable intelligence is critical. Hypersonix AI serves as a vital tool for retailers looking to analyze their competitors' activities, understand pricing trends, and evaluate the effectiveness of their promotions. By harnessing the power of data, retailers can identify opportunities for growth and make strategic decisions that align with their business objectives. Key features of Hypersonix AI include real-time competitor analysis, dynamic pricing recommendations, and comprehensive inventory forecasting. The platform provides users with up-to-date intelligence into competitor pricing and promotional strategies, allowing retailers to adjust their own approaches accordingly. Additionally, the system offers predictive analytics that assists merchants in forecasting inventory needs based on historical data and market trends, ensuring they can meet customer demand without overstocking. The benefits of utilizing Hypersonix AI extend beyond just data analysis; it fosters a culture of data-driven decision-making within organizations. Retailers can accelerate their decision-making processes, enabling them to respond swiftly to market changes, capitalize on emerging trends and transform their commerce strategies. By maximizing profit margins and enhancing revenue growth, Hypersonix AI positions retailers to be more competitive in a fast-paced market environment. The integration of actionable insights from ProfitGPT further enriches the user experience, generating tailored GPT recommendations that align with specific business goals. In essence, Hypersonix AI stands out in the retail analytics category by offering a comprehensive suite of features that address the unique challenges faced by merchants. Its focus on actionable insights and advanced algorithms tailored for the commerce industry makes it an essential tool for retailers aiming to thrive in an increasingly competitive landscape.


**Average Rating:** 4.8/5.0
**Total Reviews:** 12
**How Do G2 Users Rate Hypersonix?**

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

**Who Is the Company Behind Hypersonix?**

- **Seller:** [Hypersonix](https://www.g2.com/sellers/hypersonix)
- **Year Founded:** 2018
- **HQ Location:** San Jose, US
- **LinkedIn® Page:** https://www.linkedin.com/company/hypersonix-ai/ (110 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Retail
- **Company Size:** 42% Mid-Market, 42% Small-Business



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

**"[VP of Marketing & Merchandising](https://www.g2.com/survey_responses/hypersonix-review-9509562)"**

**Rating:** 5.0/5.0 stars
*— Kim S.*

[Read full review](https://www.g2.com/survey_responses/hypersonix-review-9509562)

---

**"[Great product but even better customer service](https://www.g2.com/survey_responses/hypersonix-review-9791365)"**

**Rating:** 4.5/5.0 stars
*— Tyler C.*

[Read full review](https://www.g2.com/survey_responses/hypersonix-review-9791365)

---



### 7. [Innergia Labs](https://www.g2.com/products/innergia-labs/reviews)
Innergia Labs is a retail data analytics company dedicated to revitalizing brick-and-mortar retailers through its proprietary solution, SYCARDA. This platform empowers businesses to harness real-time data, enabling informed decision-making and enhanced operational efficiency. Key Features and Functionality: - Real-Time Data Analytics: Provides immediate insights into sales and customer behavior, allowing retailers to respond swiftly to market changes. - Comprehensive Business Intelligence: Offers detailed reports and dashboards that facilitate strategic planning and performance monitoring. - Cloud-Based Platform: Ensures accessibility and scalability, accommodating businesses of various sizes and structures. - Integration Capabilities: Seamlessly connects with existing retail systems, ensuring a smooth transition and minimal disruption. Primary Value and Solutions: SYCARDA addresses the challenges faced by traditional retailers in the digital age by transforming raw data into actionable insights. This enables businesses to optimize operations, enhance customer experiences, and drive profitability. By democratizing data analytics, Innergia Labs ensures that retailers, regardless of size, can compete effectively in today's fast-paced market.


**Average Rating:** 4.0/5.0
**Total Reviews:** 1
**How Do G2 Users Rate Innergia Labs?**

- **Validation
:** 5.0/10 (Category avg: 8.3/10)
- **Correction:** 5.0/10 (Category avg: 8.2/10)
- **Cleansing:** 6.7/10 (Category avg: 8.1/10)

**Who Is the Company Behind Innergia Labs?**

- **Seller:** [Innergia Labs](https://www.g2.com/sellers/innergia-labs)
- **Year Founded:** 2018
- **HQ Location:** Kuala Lumpur, MY
- **LinkedIn® Page:** https://www.linkedin.com/company/innergia-labs (32 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



#### What Are Recent G2 Reviews of Innergia Labs?

**"[Review about Innergia Labs](https://www.g2.com/survey_responses/innergia-labs-review-9526486)"**

**Rating:** 4.0/5.0 stars
*— Pratik B.*

[Read full review](https://www.g2.com/survey_responses/innergia-labs-review-9526486)

---



### 8. [invent.ai AI-Decisioning Platform](https://www.g2.com/products/invent-ai-ai-decisioning-platform/reviews)
𝗜𝗻𝘃𝗲𝗻𝘁.𝗮𝗶 𝗲𝗻𝗮𝗯𝗹𝗲𝘀 𝗶𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝘁 𝗿𝗲𝘁𝗮𝗶𝗹 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻𝗶𝗻𝗴 𝘁𝗵𝗮𝘁 𝗱𝗿𝗶𝘃𝗲𝘀 𝗿𝗲𝘃𝗲𝗻𝘂𝗲 𝗴𝗿𝗼𝘄𝘁𝗵, 𝗺𝗮𝗿𝗴𝗶𝗻 𝗶𝗺𝗽𝗿𝗼𝘃𝗲𝗺𝗲𝗻𝘁 𝗮𝗻𝗱 𝗶𝗻𝘃𝗲𝗻𝘁𝗼𝗿𝘆 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝘃𝗶𝘁𝘆. Invent.ai’s AI-decisioning platform turns hundreds of internal and external demand signals into real-time, revenue-optimized decisions across forecasting, planning, inventory and pricing, automatically executing them across the merchandise lifecycle for meeting customer demand. Retailers see measurable financial gains within months, including comp growth, EBIT improvement and increased revenue, all validated with machine learning and historical data analyses. Invent.ai’s AI-decisioning platform includes: 𝗙𝗼𝗿𝗲𝗰𝗮𝘀𝘁𝗶𝗻𝗴 Delivers more accurate, revenue-focused forecasts with intelligent decisioning that helps demand planners continuously adapt as (hundreds of) demand signals evolve. Invent.ai combines long- and short-term demand forecasting, demand sensing, open-to-buy forecasting and financial planning—helping retailers improve forecast accuracy, align inventory to demand and plan with confidence across all product portfolio management needs: top-down, bottom-up and middle-out. 𝗣𝗹𝗮𝗻𝗻𝗶𝗻𝗴 Transforms planning from static, rules-based processes into clear, explainable and actionable decisions. Invent.ai supports assortment, collection, item and range planning as part of supply chain management, along with size and pack optimization, clustering and buy planning—helping retailers balance customer demand, financial targets and operational constraints, growing despite market trends while also reducing manual effort. 𝗜𝗻𝘃𝗲𝗻𝘁𝗼𝗿𝘆 Optimizes inventory placement and flow across every channel. Invent.ai enables intelligent allocation, replenishment, transfers, rebalancing, omni-fulfillment optimization, phantom inventory mitigation and returns positioning—helping retailers reduce over- and under-stocking, improve availability and increase inventory productivity. 𝗣𝗿𝗶𝗰𝗶𝗻𝗴 Protects margin and improves sell-through with intelligent pricing decisions across the product lifecycle, invent.ai supports competitive pricing, dynamic pricing, promotion optimization and markdown optimization—allowing retailers to respond to market conditions in real time while maximizing revenue and profitability. Invent.ai is an advanced AI-decisioning platform, built around the end-to-end demand planning process. We create more efficient and accurate product assortment, sales forecasts, product lines and more with our proprietary AI technology with a strong root in retail analytics. Our history and statistical forecasting that protects retail margin at every level is key to effective demand planning, inventory management and pricing needs.


**Average Rating:** 4.0/5.0
**Total Reviews:** 1

**Who Is the Company Behind invent.ai AI-Decisioning Platform?**

- **Seller:** [ invent.ai (formerly Invent Analytics)](https://www.g2.com/sellers/invent-ai-formerly-invent-analytics)
- **Company Website:** https://www.invent.ai
- **Year Founded:** 2013
- **HQ Location:** Philadelphia, PA USA
- **LinkedIn® Page:** https://www.linkedin.com/company/invent-analytics (327 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Mid-Market


#### What Are invent.ai AI-Decisioning Platform's Pros and Cons?

**Pros:**

- Forecasting Accuracy (1 reviews)
- Inventory Management (1 reviews)
- Time-saving (1 reviews)

**Cons:**

- Missing Features (1 reviews)


### What Do G2 Reviewers Say About invent.ai AI-Decisioning Platform?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **forecasting accuracy** of invent.ai, enhancing demand forecasting and inventory management for smaller businesses.
- Users value the **single and straightforward solution** for inventory management and order fulfillment in small businesses.
- Users value the **time-saving** features of invent.ai, streamlining demand forecasting and inventory management seamlessly.

**Cons:**

- Users note the **lack of import/export management** and EDI format, limiting cross-business communications and integration.

#### What Are Recent G2 Reviews of invent.ai AI-Decisioning Platform?

**"[OmniAI for Management](https://www.g2.com/survey_responses/invent-ai-ai-decisioning-platform-review-7482186)"**

**Rating:** 4.0/5.0 stars
*— Sajal R.*

[Read full review](https://www.g2.com/survey_responses/invent-ai-ai-decisioning-platform-review-7482186)

---



### 9. [Krunchbox](https://www.g2.com/products/krunchbox/reviews)
Retail Point of Sale Data Cleansing and harmonizing service and inventory optimization software designed specifically for vendors supplying big box retailers and online channels. Retail is complex and evolving ever faster. What you need is a single version of the truth so you can focus on what is important, not what is urgent. Krunchbox consolidates all your POS data from different channels into one simple portal. It will help you identify how to cluster the right products in the right stores, with the appropriate depth of inventory. It can even calculate recommended replenishment orders. Whether you just need dashboards to show you what happened, why it happened and what you should do next, or you need sophisticated 'what if' analysis tools for supply chain optimization, krunchbox has all your needs covered. With mobile app, tablet app and desktop versions, you can have data how you need it, where you need it and when you need it!


**Average Rating:** 4.3/5.0
**Total Reviews:** 2

**Who Is the Company Behind Krunchbox?**

- **Seller:** [Krunchbox](https://www.g2.com/sellers/krunchbox)
- **Year Founded:** 2009
- **HQ Location:** Dallas, US
- **Twitter:** @Krunchbox (31 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/krunchbox (36 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Mid-Market, 50% Small-Business



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

**"[Easy to use site that allows for quick access to data.](https://www.g2.com/survey_responses/krunchbox-review-8324743)"**

**Rating:** 4.0/5.0 stars
*— Kayla R.*

[Read full review](https://www.g2.com/survey_responses/krunchbox-review-8324743)

---

**"[Krunchboxiness](https://www.g2.com/survey_responses/krunchbox-review-6483189)"**

**Rating:** 4.5/5.0 stars
*— K Vaibhava L.*

[Read full review](https://www.g2.com/survey_responses/krunchbox-review-6483189)

---


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

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

### 10. [Norna Analytics](https://www.g2.com/products/norna-analytics/reviews)
Take the chance to see the World�s most powerful analytics platform for fashion retail. We excel at price, discount and assortment analytics, and we track the bestselling products of your competitors. Powered by Norna�s massive AI models.


**Average Rating:** 5.0/5.0
**Total Reviews:** 1

**Who Is the Company Behind Norna Analytics?**

- **Seller:** [Norna Analytics AB](https://www.g2.com/sellers/norna-analytics-ab)
- **Year Founded:** 2018
- **HQ Location:** Stockholm, SE
- **LinkedIn® Page:** https://www.linkedin.com/company/norna (29 employees on LinkedIn®)




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

**"[Always the freshest retail fashion data at hand](https://www.g2.com/survey_responses/norna-analytics-review-7468748)"**

**Rating:** 5.0/5.0 stars
*— Verified User*

[Read full review](https://www.g2.com/survey_responses/norna-analytics-review-7468748)

---



### 11. [RetailGo](https://www.g2.com/products/retailgo/reviews)
A high-speed cloud ERP and POS solution for high-volume retail stores, combining fast billing, real-time inventory management, sales tracking, CRM, multi-store operations, and financial reporting in one unified platform. RetailGo helps streamline store operations, simplify product handling, and improve profitability, whether you run a single outlet or manage multiple stores. You can manage product variants such as size, color, and style, create combo packs, print manufacturing barcodes, or assign custom barcodes - all from a single dashboard. Track sales and stock in real time, receive automatic low stock alerts, and keep your shelves stocked with smarter purchase planning. Designed to be flexible, RetailGo supports many retail verticals including super shops, electronics stores, supermarkets, and specialty shops. Its mobile-first design lets you manage your business from anywhere with real-time access to performance data. Key Features: - Product Variants (Size, Color, Style) - Combo Product Management (Bundles & Kits) - Manufacturing Template & Order Management - Manufacturing Barcode Generation - Custom Barcode Assignment & Printing - Mobile & Desktop POS - Users with Role-Based Access - Real Time Inventory & Stock Alerts - Automated Reordering & Purchase Orders - Multi-Store & Warehouse Stock Transfers - Supplier & Purchase Management - Customer CRM & Loyalty Programs - Staff Shift Scheduling & Performance Tracking - Built-in Accounting Module (Income Statement, Trial Balance, Cash Flow) - Sales Dashboard with Real-Time Data - SMS & Email Marketing Campaigns - Digital Receipts & Voucher System - User Roles & Permissions Management Visit us at: (quicklyservices.com/retailgo)


**Average Rating:** 5.0/5.0
**Total Reviews:** 1
**How Do G2 Users Rate RetailGo?**

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

**Who Is the Company Behind RetailGo?**

- **Seller:** [Quickly](https://www.g2.com/sellers/quickly)
- **Year Founded:** 2019
- **HQ Location:** Dhaka, BD
- **LinkedIn® Page:** https://www.linkedin.com/company/quicklyofficial (30 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business


#### What Are RetailGo's Pros and Cons?

**Pros:**

- Automation (1 reviews)
- Ecommerce Integration (1 reviews)
- Marketing Optimization (1 reviews)
- Setup Ease (1 reviews)



### What Do G2 Reviewers Say About RetailGo?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **automation solutions** of RetailGo, enabling hassle-free business operations across various devices.
- Users appreciate the **ecommerce integration** of RetailGo, making it easy to connect their online shops seamlessly.
- Users value the **automation solutions** from RetailGo, simplifying business operations and enhancing user experience across devices.
- Users appreciate the **setup ease** of RetailGo, enabling hassle-free integration and accessibility from any device worldwide.


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

**"[POS for Clothing Shops.](https://www.g2.com/survey_responses/retailgo-review-11135811)"**

**Rating:** 5.0/5.0 stars
*— MD MOSTOFA M.*

[Read full review](https://www.g2.com/survey_responses/retailgo-review-11135811)

---



### 12. [RetailReport](https://www.g2.com/products/retailreport/reviews)
Retail Report is a feature-rich shopping centre management and retail analytics software solution that’s revolutionising the way you manage your assets. Our innovative features are designed to address the unique challenges of the retail industry, ensuring profitable growth in today’s competitive environment. Drive your shopping centre’s performance, enhance operational efficiency, and improve tenant satisfaction with one powerful solution.


**Average Rating:** 4.3/5.0
**Total Reviews:** 2

**Who Is the Company Behind RetailReport?**

- **Seller:** [EntireData](https://www.g2.com/sellers/entiredata)
- **Year Founded:** 2007
- **HQ Location:** Bishops Stortford, GB
- **LinkedIn® Page:** https://www.linkedin.com/company/itvet-limited/ (94 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Mid-Market, 50% Small-Business



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

**"[Retail Report on products and prices](https://www.g2.com/survey_responses/retailreport-review-7718310)"**

**Rating:** 5.0/5.0 stars
*— Lallungawi B.*

[Read full review](https://www.g2.com/survey_responses/retailreport-review-7718310)

---


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

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

### 13. [Retalon](https://www.g2.com/products/retalon/reviews)
Retalon is an award-winning provider of advanced analytics and AI for Retail.


**Average Rating:** 5.0/5.0
**Total Reviews:** 1

**Who Is the Company Behind Retalon?**

- **Seller:** [Retalon](https://www.g2.com/sellers/retalon)
- **Year Founded:** 2002
- **HQ Location:** Toronto, CA
- **LinkedIn® Page:** https://www.linkedin.com/company/retalon/ (41 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Enterprise



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

**"[Retalon is best platform to sell our products](https://www.g2.com/survey_responses/retalon-review-6935458)"**

**Rating:** 5.0/5.0 stars
*— Anand T.*

[Read full review](https://www.g2.com/survey_responses/retalon-review-6935458)

---



### 14. [RSi Analytics Platforms](https://www.g2.com/products/rsi-analytics-platforms/reviews)
RSi Analytics Platforms is a business intelligence software that offers automated alerting, dashboards, retail reporting, and analytics.


**Average Rating:** 4.0/5.0
**Total Reviews:** 1

**Who Is the Company Behind RSi Analytics Platforms?**

- **Seller:** [Retail Solutions](https://www.g2.com/sellers/retail-solutions)
- **Year Founded:** 2003
- **HQ Location:** San Jose, US
- **LinkedIn® Page:** https://www.linkedin.com/company/rsi-2 (442 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Mid-Market



#### What Are Recent G2 Reviews of RSi Analytics Platforms?

**"[Analytics review](https://www.g2.com/survey_responses/rsi-analytics-platforms-review-9033522)"**

**Rating:** 4.0/5.0 stars
*— Milan  K.*

[Read full review](https://www.g2.com/survey_responses/rsi-analytics-platforms-review-9033522)

---



### 15. [Sales Temperature](https://www.g2.com/products/sales-temperature/reviews)
Sales Temperature is a simple to use and user-friendly sales forecasting software. It is a well-organized and rice the profit by controlling the high cost. Constantly enhancing with coordination of new deals and external data sets, and straightforward dashboard to immediately picture execution


**Average Rating:** 3.0/5.0
**Total Reviews:** 1

**Who Is the Company Behind Sales Temperature?**

- **Seller:** [Sales Temperature](https://www.g2.com/sellers/sales-temperature)
- **Year Founded:** 2014
- **HQ Location:** Greenwood Village, US
- **Twitter:** @salestemp (96 Twitter followers)
- **LinkedIn® Page:** http://www.linkedin.com/company/sales-temperature (4 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Mid-Market, 100% Small-Business




#### What Are G2 Users Discussing About Sales Temperature?

- [What is Sales Temperature used for?](https://www.g2.com/discussions/what-is-sales-temperature-used-for)

### 16. [Sellerview.ai](https://www.g2.com/products/sellerview-ai/reviews)
Sellerview.ai is an e-commerce analytics platform that helps Amazon sellers identify profit leaks by breaking down performance at the SKU level-so you know exactly where money is being made and where it's quietly disappearing. The platform brings key metrics like TACoS, ACoS, ad spend, and profit margins into one unified dashboard, giving sellers complete visibility into their business performance. By simplifying complex data and highlighting inefficiencies, Sellerview.ai enables brands, sellers, and agencies to stop guessing and make data-driven decisions to scale profitably. Sellers can also try Sellerview's free Amazon FBA Profit Calculator (https://sellerview.ai/amazon-fba-profit-calculator) to see exact fees, ad spend impact, and true net profit per unit before connecting their full account.


**Average Rating:** 5.0/5.0
**Total Reviews:** 3

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

- **Seller:** [Sellerview.ai](https://www.g2.com/sellers/sellerview-ai)
- **Year Founded:** 2026
- **HQ Location:** New York, US
- **Twitter:** @sellerviewai (4 Twitter followers)
- **LinkedIn® Page:** https://linkedin.com/company/sellerviewai (1 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



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

**"[Real-Time Insights Boosted Our Decision-Making](https://www.g2.com/survey_responses/sellerview-ai-review-12995851)"**

**Rating:** 5.0/5.0 stars
*— Jivesh S.*

[Read full review](https://www.g2.com/survey_responses/sellerview-ai-review-12995851)

---

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

**Rating:** 5.0/5.0 stars
*— Ujjwal P.*

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

---



### 17. [ShopMetrics](https://www.g2.com/products/shopmetrics/reviews)
Revolutionizing the Mystery Shopping industry with the next generation mystery shopping software and service excellence platform.


**Average Rating:** 4.0/5.0
**Total Reviews:** 1
**How Do G2 Users Rate ShopMetrics?**

- **Ease of Admin:** 6.7/10 (Category avg: 8.6/10)
- **Validation
:** 3.3/10 (Category avg: 8.3/10)
- **Correction:** 3.3/10 (Category avg: 8.2/10)
- **Cleansing:** 5.0/10 (Category avg: 8.1/10)

**Who Is the Company Behind ShopMetrics?**

- **Seller:** [ShopMetrics](https://www.g2.com/sellers/shopmetrics)
- **Year Founded:** 2004
- **HQ Location:** Sylvania, US
- **LinkedIn® Page:** http://www.linkedin.com/company/shopmetrics-inc. (80 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



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

**"[Insightful tool](https://www.g2.com/survey_responses/shopmetrics-review-9786065)"**

**Rating:** 4.0/5.0 stars
*— Dipanshu K.*

[Read full review](https://www.g2.com/survey_responses/shopmetrics-review-9786065)

---



### 18. [Snooper](https://www.g2.com/products/snooper/reviews)
SNOOPER APP's crowdsourcing platform leverages a community of thousands of mystery shoppers sharing real-time data of your execution in store.


**Average Rating:** 4.0/5.0
**Total Reviews:** 1

**Who Is the Company Behind Snooper?**

- **Seller:** [SNOOPER APP](https://www.g2.com/sellers/snooper-app)
- **LinkedIn® Page:** http://www.linkedin.com/company/snooper_aus

**Who Uses This Product?**
- **Company Size:** 100% Mid-Market



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

**"[Great recorder software](https://www.g2.com/survey_responses/snooper-review-6692615)"**

**Rating:** 4.0/5.0 stars
*— Verified User in Media Production*

[Read full review](https://www.g2.com/survey_responses/snooper-review-6692615)

---


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

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

### 19. [TR3 Solutions](https://www.g2.com/products/tr3-solutions/reviews)
As a market leader for retailer analytics for Consumer Good Suppliers, we provide an easy-to-use, cloud-based platform that meets the needs of any manufacturer. So whether it's a team application to improve performance with a critical channel, never-before-seen top-line performance views across all customers, or feeding mission-critical data to a new data lake, our platform is ready to deliver. Our solution assists in all aspects of your business, helping shine a light on sales, supply chain management, category logistics, and demanding planning to name a few. In addition, we can provide visibility on data across multiple retailers, bringing insight into your business's bigger picture. Our goal is to give our customers insights they can trust so they can take action to improve their business's bottom-line performance. As a result, 5,000 brands have chosen to work with us.


**Average Rating:** 4.0/5.0
**Total Reviews:** 1

**Who Is the Company Behind TR3 Solutions?**

- **Seller:** [TR3 Solutions](https://www.g2.com/sellers/tr3-solutions)
- **Year Founded:** 2005
- **HQ Location:** Stoneham, US
- **LinkedIn® Page:** https://www.linkedin.com/company/tr3-solutions-inc. (15 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Mid-Market



#### What Are Recent G2 Reviews of TR3 Solutions?

**"[Reliably Unifies Data and Automates Workflows](https://www.g2.com/survey_responses/tr3-solutions-review-12803476)"**

**Rating:** 4.0/5.0 stars
*— Yosra M.*

[Read full review](https://www.g2.com/survey_responses/tr3-solutions-review-12803476)

---



### 20. [Trakwell.ai](https://www.g2.com/products/trakwell-ai/reviews)
Trakwell.ai is a retail analytic software that utilizes AI-vision so businesses can see their foot traffic, improve their teams, and automate their sales.   Most systems merely count foot traffic and provide the data. We connect foot traffic analytics to every part of a business to track the entire customer journey; including advertising, in-store experience, sales results, and follow up tools and goaling that keep customers coming back.


**Average Rating:** 3.5/5.0
**Total Reviews:** 2
**How Do G2 Users Rate Trakwell.ai?**

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

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

- **Seller:** [Trakwell.ai](https://www.g2.com/sellers/trakwell-ai)
- **Year Founded:** 2008
- **HQ Location:** Tualatin, US
- **LinkedIn® Page:** https://www.linkedin.com/company/19097243 (12 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Enterprise, 50% Small-Business





### 21. [Zebra Workcloud Actionable Intelligence](https://www.g2.com/products/zebra-workcloud-actionable-intelligence/reviews)
Discover cost savings in your data and instantly communicate corrective actions to your frontline to regain lost revenue and boost sales with Zebra Workcloud Actionable Intelligence. With AI-generated insights, you can identify and correct inventory anomalies, close more investigations with less effort and automatically assign and track tasks, assessing their monetary impact on your operation. Reduce shrink and improve inventory accuracy when you consolidate disparate data streams and root out loss at the source. Key benefits realized by some of our customers: - Reduce line voids & credit card fraud by 1-10% - 1-5% reduced loyalty/discount abuse, markdown abuse, and return fraud - 1-3% reduced shrink/loss and reduced damages/waste Reduce total retail loss with our Actionable Intelligence solution, part of our Inventory Optimization suite. The suite of solutions helps you gain the inventory visibility and control needed to plan your inventory and improve loss prevention. Zebra (NASDAQ: ZBRA) provides the tools to help businesses grow with asset visibility, connected frontline workers and intelligent automation. The company operates in more than 100 countries, and our customers include over 80% of the Fortune 500. Designed for the frontline, Zebra’s award-winning portfolio includes hardware, software, and services, all backed by our 50+ years of innovation and global partner ecosystem. Learn more: https://www.zebra.com/us/en/software/workcloud-solutions/workcloud-inventory-optimization-suite/workcloud-actionable-intelligence.html"


**Average Rating:** 4.0/5.0
**Total Reviews:** 1
**How Do G2 Users Rate Zebra Workcloud Actionable Intelligence?**

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

**Who Is the Company Behind Zebra Workcloud Actionable Intelligence?**

- **Seller:** [Zebra Technologies](https://www.g2.com/sellers/zebra-technologies)
- **Year Founded:** 1969
- **HQ Location:** Lincolnshire, IL
- **Twitter:** @ZebraTechnology (33,009 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/167024/ (11,638 employees on LinkedIn®)
- **Ownership:** NASDAQ:ZBRA

**Who Uses This Product?**
- **Company Size:** 100% Enterprise



#### What Are Recent G2 Reviews of Zebra Workcloud Actionable Intelligence?

**"[Well-Organized Program for MFG Needs](https://www.g2.com/survey_responses/zebra-workcloud-actionable-intelligence-review-9350430)"**

**Rating:** 4.0/5.0 stars
*— Emily S.*

[Read full review](https://www.g2.com/survey_responses/zebra-workcloud-actionable-intelligence-review-9350430)

---



### 22. [20:20 Sales View](https://www.g2.com/products/20-20-sales-view/reviews)
A daily dashboard of actionable insights to manage business performance in real-time with the flexibility to configure reports to match your KPIs.Identify distribution changes and out-of-stocks, track new product introductions, and identify opportunities to improve promotional execution by-store by-SKU.



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

- **Seller:** [20:20 Retail Data Insight](https://www.g2.com/sellers/20-20-retail-data-insight)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 23. [7P - AI Demand Forecasting](https://www.g2.com/products/7p-ai-demand-forecasting/reviews)
Accurately predict demand and streamline operations with 7P's AI Demand Forecasting. Our solution leverages AI to optimize inventory, reduce costs, and improve customer satisfaction. Make informed, data-driven decisions that align resources with market needs, ensuring your business stays ahead in dynamic industries.



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

- **Seller:** [7Puentes](https://www.g2.com/sellers/7puentes)
- **Year Founded:** 2007
- **HQ Location:** Lomas de Zamora, AR
- **Twitter:** @7pdata (27 Twitter followers)
- **LinkedIn® Page:** http://www.linkedin.com/company/7puentes (24 employees on LinkedIn®)






### 24. [Accelerated Analytics, LLC](https://www.g2.com/products/accelerated-analytics-llc/reviews)
Accelerated Analytics is a fully managed retail sell-through analytics and demand signal repository (DSR) service purpose-built for prestige beauty, fragrance, and personal care brands. For more than 20 years, we have collected, cleansed, and harmonized retailer-direct point-of-sale (POS), EDI 852, and direct-to-consumer (DTC) data into a single source of truth, delivering timely sales and inventory reporting at the SKU and store level. Unlike self-serve BI tools, Accelerated Analytics is a white-glove managed data service. Our team handles data collection from every retailer portal, plus validation, harmonization, and report building, and each client is assigned a dedicated account manager. Reports land every Monday morning (or daily, if you prefer), delivered however your team already works: Microsoft Power BI, AI chatbot, Excel, and email. We support the retailers beauty and fragrance brands sell through, including Ulta, Sephora, Bluemercury, Macy's, Nordstrom, Dillard's, and Amazon, and turn that data into field sales ROI, promotion performance, out-of-stock and inventory analysis, and store-level opportunity targeting. Leading beauty brands including including PUIG, Estée Lauder, Anastasia Beverly Hills, Parfums de Marly, Augustinus Bader, Dolce & Gabbana, and Morphe, rely on Accelerated Analytics to grow sell-through and get their teams out of spreadsheets and back to selling. Key capabilities - Retailer-direct POS and EDI 852 data collection and harmonization - Demand signal repository (DSR): one clean source of truth for all retail data - SKU- and store-level sell-through and inventory reporting - Field sales and promotion ROI analysis - DTC and omnichannel sales integration - Out-of-stock, distribution void, and replenishment insights - Delivery via web portal, email, Excel, and Microsoft Power BI - Fully managed service with a dedicated account manager



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

- **Seller:** [Accelerated Analytics](https://www.g2.com/sellers/accelerated-analytics)
- **Company Website:** https://www.acceleratedanalytics.com
- **Year Founded:** 2003
- **LinkedIn® Page:** https://www.linkedin.com/company/accelerated-analytics-llc-/






### 25. [ACCEO Smart Vendor](https://www.g2.com/products/acceo-solutions-acceo-smart-vendor/reviews)
ACCEO Smart Vendor: Empowering Retail Success with Advanced POS Solutions OVERVIEW ACCEO Smart Vendor is a robust and comprehensive Point-of-Sale (POS) and Retail Management System designed specifically to cater to the evolving needs of retailers. With over 40 years of trusted expertise in the retail solutions domain and a suite of more than four third-party integrations, ACCEO Smart Vendor stands out as a premier choice for businesses seeking to enhance operational efficiency, improve customer engagement, and drive revenue growth. KEY FEATURES • Progressive WebApp: ACCEO Smart Vendor harnesses the power of Progressive WebApp technology to provide retailers with fast, lightweight access to their POS system from any internet-enabled device, ensuring seamless operations and superior customer service, regardless of the platform. • Omnichannel Retailing: This feature integrates in-store, online, and mobile shopping experiences, creating a consistent brand presence across all channels. It centralizes inventory, sales, and customer data, facilitating easier management and analysis for retailers, and delivering a seamless shopping journey for customers. • On-Premise System with Online Backup: ACCEO Smart Vendor offers the reliability of an on-premise system with the added security of an online backup feature. This ensures continuous operation, even during network disruptions, safeguarding sales data and maintaining uninterrupted customer service. • E-Commerce Integration: Seamlessly integrate with leading e-commerce platforms such as Shopify, WooCommerce, and ECWID, enabling you to expand your online presence and manage both physical and online stores efficiently from a single system. BENEFITS • Enhanced Efficiency: Streamline your operations with advanced inventory management, customizable reporting, and efficient transaction processing, enabling you to focus on growth and customer satisfaction. • Improved Customer Experience: Offer personalized services, manage loyalty programs, and ensure product availability to meet and exceed customer expectations. • Data Security and Reliability: With its on-premise nature and online backup capabilities, ACCEO Smart Vendor provides a secure environment for your data, ensuring peace of mind and continuous access to critical business information. • Expanded Sales Channels: With direct integrations to popular e-commerce platforms, easily manage and synchronize your online and in-store sales, widening your market reach and enhancing revenue opportunities. JOIN THE REVOLUTION Discover why retailers across various verticals trust ACCEO Smart Vendor for their POS and retail management needs. ACCEO Smart Vendor is ideal for a diverse array of retail businesses, including but not limited to: • Fashion and Apparel Stores: Stay ahead in the fast-paced world of fashion with real-time inventory management and omnichannel sales capabilities. • Gift Shops: Enhance the shopping experience with personalized services and manage a wide range of unique inventory efficiently. • Garden Centres and Plant Nurseries: Cater to the seasonal nature of your products with robust inventory tracking and streamline the customer checkout process for both small items and large, bulky goods. • Home Decor and Furniture Retailers: Manage extensive inventories and complex product varieties with ease, offering a seamless shopping experience from showroom to online store. • Jewelry Stores: Provide exceptional customer service and detailed product tracking for high-value items, ensuring security and customer satisfaction. • Sporting Goods Stores: Keep up with seasonal trends and diverse product ranges, from apparel to equipment, ensuring your customers always find what they need. • Electronics Retailers: Handle fast-moving inventory and new product releases with a system that's as advanced as the products you sell. • Specialty Food and Beverage Shops: From artisanal foods to specialty drinks, manage perishable goods and batch tracking effortlessly. • Pharmacies and Health Stores: Ensure compliance and manage a broad range of health products, supplements, and prescriptions with detailed inventory control. • Toy and Hobby Shops: Delight customers of all ages by efficiently managing a dynamic and diverse range of products and promotions. No matter your retail niche, ACCEO Smart Vendor is equipped to propel your business to new heights with its comprehensive features, ensuring operational excellence, enhanced customer satisfaction, and a significant uptick in revenue. Experience the transformative power of ACCEO Smart Vendor—schedule your demo today and join the digital retail revolution.



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

- **Seller:** [ACCEO Solutions](https://www.g2.com/sellers/acceo-solutions)
- **Year Founded:** 1988
- **HQ Location:** Montréal, CA
- **Twitter:** @acceo_solutions (754 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/acceo-solutions/ (433 employees on LinkedIn®)







## What Is Retail Analytics Software?

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

## What Software Categories Are Similar to Retail Analytics Software?

- [Demand Planning Software](https://www.g2.com/categories/demand-planning)
- [Retail Assortment Planning Software](https://www.g2.com/categories/retail-assortment-planning)
- [Online Marketplace Optimization Tools](https://www.g2.com/categories/online-marketplace-optimization-tools)
- [E-Commerce Analytics Software](https://www.g2.com/categories/e-commerce-analytics)
- [Retail Pricing Software](https://www.g2.com/categories/retail-pricing)
- [Retail Execution Software](https://www.g2.com/categories/retail-execution)
- [Retail Intelligence Software](https://www.g2.com/categories/retail-intelligence)


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## How Do You Choose the Right Retail Analytics Software?

### 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.