# Best Retail Assortment Planning Software

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

   Retail assortment planning software helps offline retailers create an in-store merchandise mix (type of merchandise) and depth (number of SKUs or items within each category) that meets customer expectations and demand. It helps capture maximum sales by placing the right assortment at the right store. Retail assortment planning software gathers and analyzes information on customer preferences, past purchase behavior, and their response to discounts and promotions to help stock the right inventory for each store.

Retail assortment planning software can be used in conjunction with [retail POS software](https://www.g2.com/categories/retail-pos) and [inventory control software](https://www.g2.com/categories/inventory-control) to capture and analyze store-level data like sales data, customer data, and inventory-level data required for assortment planning of each store. Retail assortment planning software also has some capabilities to check and reduce out-of-stocks, prevent stock-outs, and identify bestsellers to facilitate better inventory planning and buying decisions.

To qualify for inclusion in the Retail Assortment Planning category, a product must:

- Help retailer and merchandiser to plan and execute optimal merchandise mix for an individual store
- Create an assortment plan across each category at the product and SKU level
- Enable users to stock the right inventory based on past, present, and future demand
- Act as a comprehensive, single repository of inventory data from all sales channels
- Identify out-of-stock, overstocking or understocking, and bestsellers
- Include analytics and reporting features to facilitate better merchandising decisions





## Category Overview

**Total Products under this Category:** 75


## Trust & Credibility Stats

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

- 30 Analysts and Data Experts
- 1,000+ Authentic Reviews
- 75+ 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.


## Best Retail Assortment Planning Software At A Glance

- **Leader:** [Increff Merchandising Software](https://www.g2.com/products/increff-merchandising-software/reviews)
- **Highest Performer:** [Style Arcade](https://www.g2.com/products/style-arcade/reviews)
- **Easiest to Use:** [LEAFIO AI Retail Platform](https://www.g2.com/products/leafio-ai-retail-platform/reviews)
- **Top Trending:** [Increff Merchandising Software](https://www.g2.com/products/increff-merchandising-software/reviews)
- **Best Free Software:** [Style Arcade](https://www.g2.com/products/style-arcade/reviews)

## Top-Rated Products (Ranked by G2 Score)
  ### 1. [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 Use:** 8.3/10 (Category avg: 9.1/10)
- **Export:** 7.8/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 5.8/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 7.5/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [Increff](https://www.g2.com/sellers/increff)
- **Year Founded:** 2016
- **HQ Location:** Bengaluru, Karnataka
- **Twitter:** @increff (217 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)

  ### 2. [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 Use:** 9.0/10 (Category avg: 9.1/10)
- **Export:** 8.7/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 7.2/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 7.5/10 (Category avg: 8.5/10)


**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)

  ### 3. [Oracle Merchandise Operations Management](https://www.g2.com/products/oracle-merchandise-operations-management/reviews)
  vManage, control, and perform seamless execution of day-to-day merchandising activities, including purchasing, distribution, order fulfillment, and financial close.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 20

**User Satisfaction Scores:**

- **Ease of Use:** 7.9/10 (Category avg: 9.1/10)
- **Export:** 8.3/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 8.3/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 7.5/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [Oracle](https://www.g2.com/sellers/oracle)
- **Year Founded:** 1977
- **HQ Location:** Austin, TX
- **Twitter:** @Oracle (827,310 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1028/ (199,301 employees on LinkedIn®)
- **Ownership:** NYSE:ORCL

**Reviewer Demographics:**
  - **Top Industries:** Retail, Information Technology and Services
  - **Company Size:** 62% Enterprise, 29% Mid-Market


  ### 4. [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 Use:** 9.8/10 (Category avg: 9.1/10)
- **Export:** 10.0/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 9.8/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 10.0/10 (Category avg: 8.5/10)


**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)

  ### 5. [Quant](https://www.g2.com/products/quant/reviews)
  Quant is a cloud solution for the management of retail space, product categories, planograms, shelf labels, automatic replenishment and store photo documentation. In Quant, our clients draw and manage the floor plans of thousands of stores and publish hundreds of thousands of planograms every year.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 54

**User Satisfaction Scores:**

- **Ease of Use:** 8.8/10 (Category avg: 9.1/10)
- **Export:** 9.5/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 7.8/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 8.6/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [Quant Retail s.r.o.](https://www.g2.com/sellers/quant-retail-s-r-o)
- **Company Website:** https://www.quantretail.com
- **Year Founded:** 2001
- **HQ Location:** Tupadly, CZ
- **Twitter:** @QuantRetail (18 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/showcase/quant-retail/ (39 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Retail, Pharmaceuticals
  - **Company Size:** 40% Enterprise, 35% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (3 reviews)
- Customer Support (1 reviews)
- Easy Integrations (1 reviews)
- Features (1 reviews)
- Implementation Ease (1 reviews)

**Cons:**

- Improvement Needed (1 reviews)
- Integration Issues (1 reviews)

  ### 6. [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 Use:** 9.1/10 (Category avg: 9.1/10)
- **Export:** 8.9/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 8.9/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 8.9/10 (Category avg: 8.5/10)


**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


  ### 7. [Logility Solutions](https://www.g2.com/products/logility-solutions/reviews)
  Logility is a market-leading provider of AI-first supply chain management solutions engineered to help organizations build sustainable digital supply chains that improve people’s lives and the world we live in. The company’s approach is designed to reimagine supply chain planning by shifting away from traditional “what happened” processes to an AI-driven strategy that combines the power of humans and machines to predict and be ready for what’s coming. Logility’s fully integrated, end-to-end platform helps clients know faster, turn uncertainty into opportunity, and transform the supply chain from a cost center to an engine for growth.


  **Average Rating:** 4.1/5.0
  **Total Reviews:** 113

**User Satisfaction Scores:**

- **Ease of Use:** 8.4/10 (Category avg: 9.1/10)
- **Export:** 8.9/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 8.3/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 9.0/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [Aptean](https://www.g2.com/sellers/aptean)
- **Company Website:** https://www.aptean.com
- **Year Founded:** 2012
- **HQ Location:** Alpharetta, Georgia
- **Twitter:** @Aptean (1,624 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2681769/ (3,053 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Consumer Goods, Food & Beverages
  - **Company Size:** 56% Mid-Market, 33% Enterprise


  ### 8. [QL2](https://www.g2.com/products/ql2/reviews)
  QL2 Software, LLC has been a pioneer in the competitive data market, providing web data extraction and analysis to customers in many travel and retail industries. QL2 delivers true competitive advantage through on-demand data acquisition, price monitoring, assortment optimization, product matching, and actionable insights. Our comprehensive real-time analytics help clients make profitable decisions that outsmart their competition. Why choose QL2? • QL2 provide best solution for competitive pricing data, • It helps our clients to reduce the time and money it takes to make informed and profitable pricing and inventory decisions. • Collects and deliver the most relevant pricing and product data through real-time searches of your competitor’s websites – without ever interrupting the data sources. Our Approach QL2 provides the leading solution for competitive pricing data, helping our clients solve complex problems and make real-time decisions that impact ROI. Through our suite of proprietary solutions, we harvest, curate, and analyze the industry and competitor data our clients need to make agile decisions in complex markets. Please visit www.ql2.com for detailed information.


  **Average Rating:** 3.5/5.0
  **Total Reviews:** 15

**User Satisfaction Scores:**

- **Ease of Use:** 6.5/10 (Category avg: 9.1/10)
- **Export:** 8.3/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 10.0/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 10.0/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [QL2 Software](https://www.g2.com/sellers/ql2-software-82f70711-1ca3-4923-8fc7-6356a1f271a8)
- **Year Founded:** 2001
- **HQ Location:** Baltimore, MD
- **Twitter:** @QL2 (103 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/ql2-software/ (247 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Leisure, Travel & Tourism
  - **Company Size:** 40% Enterprise, 33% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (5 reviews)
- Customer Support (4 reviews)
- Efficiency (4 reviews)
- Helpful (4 reviews)
- Data Accuracy (3 reviews)

**Cons:**

- Improvement Needed (4 reviews)
- Data Management Issues (3 reviews)
- Poor Customer Support (3 reviews)
- Software Bugs (3 reviews)
- Inaccuracy (2 reviews)

  ### 9. [Buyer's Toolbox AP](https://www.g2.com/products/buyer-s-toolbox-ap/reviews)
  Buyers Toolbox AP offers professional grade planning tools for the retail industry. Easy to deploy and to learn, cost-effective yet feature rich configurations provide top-down, middle-out and bottom up planning for seasonal and basic merchandise in Retail, Cost and Unit dimensions. Location and Channel planning are fully integrated, as is Attribute-based Assortment Planning, Range Planning and Category WSSI options. Integrates to all major retail ERP/Merchandising Solutions. FREE Proof of Concept buildout with customer data is avaialble on request.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 5

**User Satisfaction Scores:**

- **Ease of Use:** 9.0/10 (Category avg: 9.1/10)
- **Export:** 9.7/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 8.7/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 8.7/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [ANT USA](https://www.g2.com/sellers/ant-usa)
- **Year Founded:** 1992
- **HQ Location:** Acton, MA
- **LinkedIn® Page:** https://www.linkedin.com/company/ant-usa-inc (8 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Retail
  - **Company Size:** 60% Mid-Market, 20% Enterprise


  ### 10. [42](https://www.g2.com/products/42/reviews)
  42 Technologies is a centralized data platform created specifically to help retailers better understand their business by providing access to key retail metrics more quickly and efficiently. 42 helps merchants, planners, marketers, and executives easily pull reports for such things as cross-channel POS, inventory, margin, year-over-year performance, and top sellers by category, size or any other dimension, all in one place. We help teams from companies such as Global Brands Group, AllSaints, and Rebecca Minkoff. 42 is a full end-to-end solution, complete with data warehouse, cleaning and visualization layers.42’s goal is to give access and insights to everyone within an organization, and provides the following: \* Consolidated and validated data – We consolidate, clean, and validate data across all data sources (Retail, E-Commerce, Wholesale, Traffic, ERP, etc.) \* Accessible and customizable to everyone - Built solely for retail, 42 is easy to use across all job functions and has the ability to pull reports in seconds compared to hours \* Real-time visual insights & reporting — With the ability to have more eyes looking at the data, you’ll be able to gain new insights and identify new opportunities that would otherwise be missed. \* Growth & Efficiency - 42 helps by giving visibility and creating actions into all the levers that help make your business a success \* Leverage a world-class API ecosystem to invest in innovative applications


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 6

**User Satisfaction Scores:**

- **Ease of Use:** 9.2/10 (Category avg: 9.1/10)
- **Consumer Behavior:** 10.0/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [42 Technologies](https://www.g2.com/sellers/42-technologies)
- **Year Founded:** 2014
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://www.linkedin.com/company/42-technologies-inc- (22 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 57% Mid-Market, 29% Small-Business


  ### 11. [Vue.ai](https://www.g2.com/products/vue-ai/reviews)
  Vue.ai — Your AI Orchestration Platform 1. The efficient movement of clean, multi-modal, AI-enriched datasets that grow and change with time, are connected to multiple applications with no divergence of data, with an accurate representation of lineage 2. Real-time orchestration of models, a federated intelligence engine applied contextually while observing changing data, interactions with it from end users, and responding to it appropriately, allowing for more optimal set of outcomes 3. Deep connection between workflows, a seamless end-to-end automated approach for a connected enterprise with minimal repetitive human intervention


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 50

**User Satisfaction Scores:**

- **Ease of Use:** 8.9/10 (Category avg: 9.1/10)
- **Export:** 8.3/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 8.3/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 8.3/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [Mad Street Den](https://www.g2.com/sellers/mad-street-den)
- **Year Founded:** 2016
- **HQ Location:** Redwood City, California
- **Twitter:** @vue_ai (13,139 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/vue-ai/ (37 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Apparel & Fashion, Retail
  - **Company Size:** 41% Mid-Market, 29% Enterprise


  ### 12. [Epicor Propello](https://www.g2.com/products/epicor-propello/reviews)
  Epicor Propello is the modern, intuitive, cloud-based retail management system designed for and with retailers. Propello’s comprehensive capabilities include Point of Sale (POS), inventory management, pricing, analytics and reporting, purchasing and receiving, customer and loyalty management, expansive mobile functionality, accounts receivable, third-party integrations, and more. Why Propello is different Propello uniquely combines simplicity and ease of use with a unique pure web application for accessibility from anywhere. Easy to implement, built using security best practices, and designed for connectivity, Propello effortlessly scales with your business needs. And Propello is designed with innovative functionality like automatic and suggested reordering and forecasting, a real-time promotions and pricing engine, built-in customer loyalty, offline operating, streamlined retail workflows, and other features that deliver added value. How retailers benefit The cloud architecture, modern interface, streamlined workflows, and Propello’s extensive functionality combine to enable more efficient operations, help improve margins and profitability, empower retailers to create exceptional customer experiences, and increase staff productivity. Propello is the unique retail management system that simplifies retail operations and accelerates your retail success.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 7

**User Satisfaction Scores:**

- **Ease of Use:** 8.6/10 (Category avg: 9.1/10)


**Seller Details:**

- **Seller:** [Epicor](https://www.g2.com/sellers/epicor)
- **Company Website:** https://www.epicor.com
- **Year Founded:** 1972
- **HQ Location:** Austin, TX
- **Twitter:** @Epicor (9,311 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/4617/ (6,273 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Retail
  - **Company Size:** 86% Small-Business, 14% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (2 reviews)
- Continuous Improvement (1 reviews)
- Easy Integrations (1 reviews)
- Forecasting Accuracy (1 reviews)
- Integrations (1 reviews)

**Cons:**

- Limited Reporting (2 reviews)
- Limited Customization (1 reviews)
- Missing Features (1 reviews)
- Poor Reporting (1 reviews)
- Software Bugs (1 reviews)

  ### 13. [Getron AI Services (GaiS)](https://www.g2.com/products/getron-ai-services-gais/reviews)
  Getron AI Services (GaiS) is the general name of inventory planning, management and optimization services focused on demand forecasting, built on artificial intelligence (AI) and machine learning (ML) algorithms. GaiS is the only AI-native solution in supply chain management to deliver proven results only in weeks. Through the Getron Mass Customization (MCI) interface, our services can be customized very quickly in line with the business rules and constraints of the companies. Thus, companies can customize Getron services according to their needs and start using them within weeks, without the need for a special data science team. 1. GETRON PST (Prescriptive Stock Transactions): AI-native holistic inventory planning, management & optimization service. Getron PST provides stock movement work orders from warehouses & suppliers to stores and inter-stores including online stores. 2. GETRON ARE (Action Recommended Entities): Manages products' dynamic pricing, optimal warehouse quantities and delisting recommendations through AI algorithms. Getron ARE optimizes the price levels to increase the demand for slow moving items and provides the right stock levels. 3. GETRON OMP (Order Management & Planning): Seamlessly collects & orchestrates order management and planning business workflows. Getron OMP generates AI-native demand quantity recommendations to increase related KPIs including fill-rates. 4. GETRON PSP (Prescriptive Supply Planning): Performs demand driven supply planning with a long-term focus, based on financial cycles. Getron PSP relies directly on Getron's multi-model demand-forecasting engine which allows for comparing what-if scenarios. 5. GETRON PBD (Predictive Business Diagnostics): Multi-KPI based predictive diagnosis automation and oversight with the interactive dashboard & comprehensive reports. Getron PBD can review overall KPI insights, and to assess the impact of Getron Services provides a kind of mirror through which clients can analyze their business.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 20

**User Satisfaction Scores:**

- **Ease of Use:** 8.8/10 (Category avg: 9.1/10)
- **Export:** 10.0/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 10.0/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 8.9/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [Getron](https://www.g2.com/sellers/getron)
- **Year Founded:** 2003
- **HQ Location:** New Jersey, US
- **Twitter:** @GetronCorp (50 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/getron (71 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Pharmaceuticals
  - **Company Size:** 55% Mid-Market, 25% Enterprise


#### Pros & Cons

**Pros:**

- Customer Support (3 reviews)
- Agile Responsiveness (2 reviews)
- Customer Success (2 reviews)
- Helpful (2 reviews)
- Analytics (1 reviews)

**Cons:**

- Data Integration (1 reviews)
- Delayed Processes (1 reviews)
- ERP Integration (1 reviews)
- Improvement Needed (1 reviews)
- Integration Issues (1 reviews)

  ### 14. [NCR Retail ONE](https://www.g2.com/products/ncr-retail-one/reviews)
  Transform your retail experience but don't go it alone. An experienced retail service provider can help you to navigate through this change and implement strategies built to win. See beyond today and envision the possibilities with NCR Retail Services.


  **Average Rating:** 3.8/5.0
  **Total Reviews:** 3

**User Satisfaction Scores:**

- **Ease of Use:** 8.9/10 (Category avg: 9.1/10)
- **Export:** 9.2/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 7.8/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 7.8/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [NCR Voyix](https://www.g2.com/sellers/ncr-voyix)
- **Year Founded:** 1884
- **HQ Location:** Atlanta, Georgia
- **LinkedIn® Page:** https://www.linkedin.com/company/ncrvoyix/ (7,922 employees on LinkedIn®)
- **Ownership:** NYSE: NCR
- **Total Revenue (USD mm):** $6,207

**Reviewer Demographics:**
  - **Company Size:** 67% Mid-Market, 33% Small-Business


  ### 15. [o9 Solutions](https://www.g2.com/products/o9-solutions/reviews)
  At o9 Solutions, we transform enterprise planning from slow and siloed to AI-powered and fully integrated. Our breakthrough o9 Digital Brain platform enhances end-to-end decision-making, empowering organizations to navigate complexity and volatility in the digital age. Built on a single data model and powered by the Enterprise Knowledge Graph, o9 is an integrated planning platform that supports all key planning processes—connecting data, decisions, and teams across the enterprise.


  **Average Rating:** 4.2/5.0
  **Total Reviews:** 18

**User Satisfaction Scores:**

- **Ease of Use:** 7.8/10 (Category avg: 9.1/10)
- **Export:** 5.0/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 5.0/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 6.7/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [o9 Solutions](https://www.g2.com/sellers/o9-solutions)
- **Company Website:** https://www.o9solutions.com/
- **Year Founded:** 2009
- **HQ Location:** Dallas, Texas
- **Twitter:** @o9solutions (1,110 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/o9solutions/ (3,321 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 39% Small-Business, 33% Enterprise


#### Pros & Cons

**Pros:**

- Business Efficiency (2 reviews)
- Planning Efficiency (2 reviews)
- Business Management (1 reviews)
- Centralization (1 reviews)
- Collaboration (1 reviews)

**Cons:**

- Expensive (1 reviews)
- Maintenance Issues (1 reviews)

  ### 16. [Oracle Retail Planning and Optimization](https://www.g2.com/products/oracle-retail-planning-and-optimization/reviews)
  Oracle Retail's planning suite empowers retailer planning teams to leverage retail science to drive intelligent and localized assortments without the increased overhead of data scientists.


  **Average Rating:** 4.2/5.0
  **Total Reviews:** 3

**User Satisfaction Scores:**

- **Ease of Use:** 8.3/10 (Category avg: 9.1/10)
- **Export:** 6.7/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 7.5/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 8.3/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [Oracle](https://www.g2.com/sellers/oracle)
- **Year Founded:** 1977
- **HQ Location:** Austin, TX
- **Twitter:** @Oracle (827,310 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1028/ (199,301 employees on LinkedIn®)
- **Ownership:** NYSE:ORCL

**Reviewer Demographics:**
  - **Company Size:** 75% Small-Business, 25% Mid-Market


  ### 17. [SymphonyAI Retail/CPG](https://www.g2.com/products/symphonyai-retail-cpg/reviews)
  SymphonyAI Retail/CPG is the only provider of end-to-end, integrated AI-powered Merchandising, Marketing, and Supply Chain Solutions for Retailers & CPG Manufacturers. Simply put, we are Retail.


  **Average Rating:** 4.2/5.0
  **Total Reviews:** 12

**User Satisfaction Scores:**

- **Ease of Use:** 9.0/10 (Category avg: 9.1/10)
- **Export:** 8.3/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 6.7/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 7.5/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [SymphonyAI](https://www.g2.com/sellers/symphonyai-cf01fc99-7338-420c-9ae6-2c2a4552d056)
- **Year Founded:** 2017
- **HQ Location:** Palo Alto, California
- **Twitter:** @SymphonySummit (470 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/symphonyai/ (2,052 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Information Technology and Services
  - **Company Size:** 50% Small-Business, 33% Enterprise


  ### 18. [Syte](https://www.g2.com/products/syte/reviews)
  Syte is the world’s first product discovery platform. Powered by visual AI, we’re spearheading the evolution of eCommerce by enabling brands and retailers to seamlessly connect shoppers with products they love. Our solutions, including camera search, personalization engines, and smart in-store tools, empower shoppers to discover and purchase products in the same way they live their lives -- instant, intuitive, visual. Leading brands and retailers partner with Syte to provide on-demand, hyper-personalized experiences that drive conversion, increase average order value, and spark lifelong loyalty. for more information visit www.syte.ai


  **Average Rating:** 4.6/5.0
  **Total Reviews:** 76

**User Satisfaction Scores:**

- **Ease of Use:** 9.0/10 (Category avg: 9.1/10)
- **Shopper Loyalty:** 10.0/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 10.0/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [Syte](https://www.g2.com/sellers/syte)
- **Year Founded:** 2015
- **HQ Location:** Tel Aviv
- **Twitter:** @SyteAI (694 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/syte-ai/ (71 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Retail, Apparel & Fashion
  - **Company Size:** 41% Enterprise, 38% Mid-Market


  ### 19. [Toolio](https://www.g2.com/products/toolio/reviews)
  Toolio is a Merchandising Platform for the next-generation of retailers. By seamlessly integrating to your tech stack, automating critical merchandising and inventory planning workflows, and enabling real-time visibility, Toolio empowers you to make faster, data-driven decisions about your most important (and expensive) asset—inventory. Key Benefits - 100% cloud-based - Toolio integrates with Oracle NetSuite to provide a single source of truth for all your retail data and automates forecasting and replenishment. - Automates complex planning, forecasting and merchandising workflows - Unifies the end-to-end planning and merchandising processes on a single platform - Create and synchronize item level demand forecasts in NetSuite. - Pre-built functionality for Apparel, Footwear & Accessories, Retail and Health & Beauty - Flexible no-code customizations - easily configured by the end user Merchandise Planning - Centralized Plan and Actuals Data: Single source of truth for all your merchandise financial planning and reporting. - Auto-Actualization: Seamless integrations to your commerce stack to automate actualizations. Save time and avoid costly errors. - Locking and Spreading: Streamline top-down, bottom-up, or middle-out planning by locking, spreading and inverse calculations. - Personalized Layouts: See your data how you want. Create custom views of your metrics, attributes and date ranges for different stakeholders and use cases. - Custom Metrics and Attributes: Define custom attributes and metrics to analyze your business through your unique KPIs. - Dynamic Hierarchy & Aggregation: Roll-up plans and actuals by any of your attributes. Change aggregations on the fly to see roll-ups by channel or by category. - Scenario Playing: Test, implement and track progress against multiple scenarios in a single view. - Plan Snapshot: Create plan snapshots to seamlessly compare your latest forecast to initial company goals. - Plan Seeding: Simplify plan creation by pulling in historical data, builds and ratios across any custom date range. Assortment Planning Rationalization - Top-Down / Bottom-Up Reconciliation: Reconcile assortment plan to merchandise plan to identify gaps and manage the deviation from plan. - Rationalization: Leverage depth & width recommendations to prevent SKU proliferation and over-assortment. - Smart Start: Smart start your line planning and wedge building by automatically creating cluster appropriate placeholders. Seasonal Line Planning - Hindsight: Compare to past assortments and select comparable products to automatically and accurately quantify buys. - PLM Integration: Seamlessly run your adoption process by pulling developed styles from your PLM and easily assigning them to placeholders. - Gallery View: Virtual fashion wall to visualize the assortment over time and make planning changes directly in the gallery view. Core Replenishment  - Forecasting Engine: Automate forecasting and retrending to streamline creating projections, while maintaining ability for overrides, to improve forecasting accuracy. - Promo Planning: Centralize promo calendar and automatically account for discounts and lifts in sales forecasts. - Replenishment: Optimize inventory by recommending ideal receipts to meet the demand plan, while accounting for lead times and inventory polices like safety stock. Purchase Order Manager - Receipt Consolidation: Consolidate receipts to generate purchase orders, while accounting for minimum order quantities, different freight methods and other supply chain considerations. - MOQ: Ensure minimums are met by pulling forward receipts ensures cost saving from vendors can be maximized. - Purchase Order Management: Manage and approve purchase orders to project the impact on inventory, before final approval is provided to the vendor. Reporting - Snapshots: Slice and dice and roll-up assortment by time, product attributes and location attributes to provide a holistic view of the assortment over time. - Advanced Analysis: Track changes on the assortment over time to understand the evolution of the assortment from pre-season to in-season. - Scenario Playing: Seamlessly create different scenarios and compare them to assess the financial implications of each. Allocation - Accurate Store Level Demand Forecasts: Leverage AI / ML and statistical forecasting to anticipate demand SKU x Location level demand that incorporates new product launches, promotions and many other inputs. - Intelligent Transfer Order Suggestions: Generate transfer orders based on safety stock targets, replenishment frequency and presentation constraints. - Optimize Inventory Deployment: Our SKU rationing logic ensures that we optimize the placement of your inventory down to the last unit to maximize your sales and inventory turn. - End to End Planning: Plan inventory based on forecasted demand by location with the integration to the item planning module. - Turn-key Integrations: Save time and avoid costly errors by automating transfer order creation in your ERP directly from Toolio. - Store Manager View: Give visibility to your store managers so that they understand when they should expect replenishment by style. - Automated Store Clusters: Automatically create store clusters by product performance to drive initial allocation. - Store Capacity Constraints: Manage and respect store level capacity constraints to ensure each store receives what it can carry. - Minimum Display Quantities: Set minimum display quantities to ensure desired product presentation by store.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 10

**User Satisfaction Scores:**

- **Ease of Use:** 9.8/10 (Category avg: 9.1/10)
- **Export:** 8.3/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 10.0/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 8.3/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [Toolio](https://www.g2.com/sellers/toolio)
- **Year Founded:** 2019
- **HQ Location:** Brooklyn, US
- **LinkedIn® Page:** https://www.linkedin.com/company/toolio-retail (84 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 60% Small-Business, 40% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (3 reviews)
- Merchandising (3 reviews)
- Insights (2 reviews)
- Product Insights (2 reviews)
- Analytics (1 reviews)

**Cons:**

- Difficult Learning (1 reviews)

  ### 20. [Blue Yonder Merchandising](https://www.g2.com/products/blue-yonder-merchandising/reviews)
  Assortment management combines in-depth analytics, consumer purchase preferences, assortment lifecycle planning, and sizing and pre-pack optimization into a simplified workflow. With Blue Yonder’s assortment management, you can delight customers with the right assortment while maximizing profitability.


  **Average Rating:** 4.0/5.0
  **Total Reviews:** 6

**User Satisfaction Scores:**

- **Ease of Use:** 10.0/10 (Category avg: 9.1/10)
- **Export:** 10.0/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 10.0/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 10.0/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [Blue Yonder](https://www.g2.com/sellers/blue-yonder-06f8dd47-974e-4d02-8872-64c38ec217c0)
- **Year Founded:** 1985
- **HQ Location:** Scottsdale, AZ
- **Twitter:** @BlueYonder (12,423 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/blueyonder/ (8,318 employees on LinkedIn®)
- **Phone:** 480-308-3000

**Reviewer Demographics:**
  - **Company Size:** 67% Enterprise, 33% Mid-Market


  ### 21. [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 Use:** 8.5/10 (Category avg: 9.1/10)
- **Export:** 9.1/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 8.2/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 8.6/10 (Category avg: 8.5/10)


**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 (27,190 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)

  ### 22. [CiValue](https://www.g2.com/products/civalue/reviews)
  ciValue helps retailers accelerate growth with the ultimate SaaS solution to seize media and data monetization opportunities. Already globally serving retailers from Food, Drug & Specialty verticals, ciValue delivers a self-serve approach for retailers and their brand partners to achieve new revenue streams, sales growth, and increase share of wallet through customer-centric merchandising and marketing. In only 8 weeks, and with full ownership of their revenue. Built for scale, the solution leverages automation and AI to accelerate revenue-generating opportunities, and delivers dedicated applications for customer & product performance intelligence, audiences & segmentation building, offer management, and insights sharing that enable users to promptly identify risks and opportunities, and act on those insights, in a few clicks only. In turn, these insights and activations onto what consumers want, help users optimize their assortment and promotions, execute hyper-targeted personalized offers & ads across physical and digital channels, and close the measurement loop between the physical and digital world. The solution delivers a radically different business model, changing the way retailers monetize their 1st party data and media, by leaving them in control to reap the full revenue of their strategy. Founded in 2014, the company based in Israel counts + 30 employees and a successful track record of growing and retaining highly satisfied customers.


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

**User Satisfaction Scores:**

- **Ease of Use:** 10.0/10 (Category avg: 9.1/10)
- **Export:** 10.0/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 10.0/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 10.0/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [CiValue](https://www.g2.com/sellers/civalue)
- **HQ Location:** Chicago, US
- **LinkedIn® Page:** https://www.linkedin.com/company/civalue (2 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 50% Mid-Market, 50% Small-Business


  ### 23. [Retailisation](https://www.g2.com/products/retailisation/reviews)
  Retailisation is a SaaS platform that monitors product inventory levels within a network (wholesale to retail or retail to retail). With Retailisation you can connect your supply to your points of sale so that you can determine the optimum inventory levels for each unique item in each unique location every day. For each retail shelf, physical and virtual, and each hub that feeds those shelves. Convert your supply chain to a data-driven retail network for any channel.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 3

**User Satisfaction Scores:**

- **Ease of Use:** 9.2/10 (Category avg: 9.1/10)


**Seller Details:**

- **Seller:** [Retailisation](https://www.g2.com/sellers/retailisation)
- **Year Founded:** 2023
- **HQ Location:** Wouwermanstraat, Amsterdam, NL
- **LinkedIn® Page:** https://www.linkedin.com/company/retailtwin/about/ (4 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 67% Small-Business, 33% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (2 reviews)
- Implementation Ease (1 reviews)
- Inventory Management (1 reviews)
- Management Efficiency (1 reviews)
- Sales Integration (1 reviews)


  ### 24. [SPS Commerce Assortment](https://www.g2.com/products/sps-commerce-assortment/reviews)
  SPS Assortment helps suppliers and retailers share complete, accurate item data across every channel they sell through. The SPS Network standardizes attributes, applies each partner’s requirements, and delivers item data in the format they expect, reducing rework and delays so products can be set up correctly and made available to customers faster.


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 3

**User Satisfaction Scores:**

- **Ease of Use:** 8.3/10 (Category avg: 9.1/10)
- **Export:** 10.0/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 10.0/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 10.0/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [SPS Commerce](https://www.g2.com/sellers/sps-commerce)
- **Year Founded:** 1987
- **HQ Location:** Minneapolis, MN
- **LinkedIn® Page:** https://www.linkedin.com/company/15345/ (3,352 employees on LinkedIn®)
- **Ownership:** NASDAQ:SPSC
- **Total Revenue (USD mm):** $312

**Reviewer Demographics:**
  - **Company Size:** 100% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (1 reviews)

**Cons:**

- Time-Consumption (1 reviews)

  ### 25. [TCS Optumera](https://www.g2.com/products/tcs-optumera/reviews)
  TCS Optumera™ AI-powered retail optimization suite, helps to optimize merchandising and supply chain decisions in an integrated manner.


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

**User Satisfaction Scores:**

- **Ease of Use:** 8.3/10 (Category avg: 9.1/10)
- **Export:** 8.3/10 (Category avg: 8.8/10)
- **Shopper Loyalty:** 8.3/10 (Category avg: 8.7/10)
- **Consumer Behavior:** 6.7/10 (Category avg: 8.5/10)


**Seller Details:**

- **Seller:** [TATA Consultancy Services Limited](https://www.g2.com/sellers/tata-consultancy-services-limited)
- **Year Founded:** 1968
- **HQ Location:** Mumbai, Maharashtra
- **Twitter:** @TCS (578,751 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/tata-consultancy-services (695,306 employees on LinkedIn®)
- **Ownership:** NSE: TCS

**Reviewer Demographics:**
  - **Company Size:** 100% Small-Business




## Parent Category

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



## Related Categories

- [Demand Planning Software](https://www.g2.com/categories/demand-planning)
- [Supply Chain Planning Software](https://www.g2.com/categories/supply-chain-planning)
- [Retail Analytics Software](https://www.g2.com/categories/retail-analytics)



---

## Buyer Guide

### What You Should Know About retail assortment planning Software

# Retail Assortment Planning Software FAQs

### Most Popular FAQs

#### Which retail assortment planning software has the best reviews?

Buyer's Toolbox AP, Increff Merchandising Software, and Getron AI Services (GaiS)[](https://www.g2.com/products/buyers-toolbox-ap/reviews)lead the category in review scores and positive sentiment, with merchandising and planning teams citing AI-driven demand signals, SKU-level planning depth, and store-location flexibility as the capabilities that matter most. Here’s why these four stand out across the category:

- [Buyer's Toolbox AP](https://www.g2.com/products/buyer-s-toolbox-ap/reviews): The highest-rated platform in the category with a perfect 5.0 star average, praised for top-down and bottom-up planning flexibility, easy rollup of team plans, and deep retail domain expertise from its support team.
- [Increff Merchandising Software](https://www.g2.com/products/increff-merchandising-software/reviews): An algorithm-driven SaaS platform for small and medium retailers, rated for inventory allocation, replenishment accuracy, and versatility across B2B and B2C channels.
- [Getron AI Services (GaiS)](https://www.g2.com/products/getron-ai-services-gais/reviews): An AI-powered assortment and merchandising platform rated for reducing manual headcount in planning departments and ensuring the right stock reaches the right stores and warehouses on time.
- [SPS Commerce Assortment](https://www.g2.com/products/sps-commerce-assortment/reviews): A unified retail operations platform rated for bringing supplier, inventory, and assortment data together in one place with proactive issue resolution before problems escalate.

#### Which retail assortment planning system integrates best with Shopify and NetSuite?

Mid-market retailers running Shopify storefronts and NetSuite ERP need assortment planning that pulls live SKU and sales data from both without manual exports. These platforms are designed for that exact stack:

- [Style Arcade](https://www.g2.com/products/style-arcade/reviews): A fashion retail analytics platform with native Shopify integration that pulls product, inventory, and sales data directly into range planning and trade reporting workflows used by DTC and multi-channel apparel brands.
- [Quant](https://www.g2.com/products/quant/reviews): A cloud assortment and space management platform with native integrations for Shopify, NetSuite, and major ERPs, used by mid-market retailers that need product, inventory, and category planning data unified across systems.
- [Logility Solutions](https://www.g2.com/products/logility-solutions/reviews): An AI-driven supply chain and assortment platform with established integrations to NetSuite and major commerce platforms, used by mid-market retailers that need assortment planning grounded in live ERP and POS data.

#### What is the best retail assortment planning software for a mid-sized fashion chain?

Fashion and apparel retailers managing seasonal collections need assortment planning tools that handle SKU-level depth and breadth decisions, markdown planning, and multi-location allocation without heavy manual input. These are the top picks for a mid-sized fashion chain:

- [Increff Merchandising Software](https://www.g2.com/products/increff-merchandising-software/reviews): Built specifically for apparel and fashion retailers, Increff uses algorithms to optimize inventory placement, replenishment, and allocation across stores and channels, with reviewers citing improved inventory accuracy and sell-through rates.
- [Buyer's Toolbox AP](https://www.g2.com/products/buyer-s-toolbox-ap/reviews): Rated by mid-market fashion retailers for detailed location-level inventory planning, easy reconciliation with financial forecasts, and a configurable structure that adapts to seasonal and department-level planning needs.
- [Quant](https://www.g2.com/products/quant/reviews): A cloud assortment and space management platform with a 4.8-star rating on G2, rated by mid-sized fashion and grocery chains for combining category-level assortment planning with planogram management and automatic replenishment in a single system.

#### Which company has the most accurate AI-driven assortment planning platform for omni-channel retail?

Omni-channel retailers need AI-powered assortment tools that unify demand signals across physical stores, e-commerce, and wholesale channels to optimize inventory placement and minimize markdowns. Here are the most accurate options for omni-channel retail:

- [Getron AI Services (GaiS)](https://www.g2.com/products/getron-ai-services-gais/reviews): An AI services platform that automates store and warehouse-level assortment decisions, rated by Turkish retail reviewers for its accurate demand-driven stock allocation and measurable reduction in planning department workload.
- [Style Arcade](https://www.g2.com/products/style-arcade/reviews): A fashion-specific retail analytics platform rated for AI-powered assortment optimization used by apparel brands to identify in-season opportunities and build AI-assisted range plans tied directly to sales and inventory data.
- [Board](https://www.g2.com/products/board/reviews): An enterprise planning platform with native assortment planning capabilities, rated for integrating merchandise financial planning, range and assortment, and allocation into a single AI-supported decision environment.

**What is retail assortment planning?**

Retail assortment planning is the process of determining which products to stock, in what quantities, across which store locations or channels, and for which time periods. It combines demand forecasting, historical sales analysis, store clustering, and financial constraints to build a product mix that maximizes sales and margins while minimizing stockouts and overstock. Dedicated assortment planning software automates SKU-level analysis across large product catalogs and store networks, replacing manual spreadsheet processes with data-driven recommendations that align buying decisions with actual customer demand.

### Small Business FAQs

#### What is the most affordable retail assortment planning software for SMBs?

Independent retailers and small chains cannot justify enterprise planning software pricing.[Tools that specialize in retail assortment planning for small businesses](https://www.g2.com/categories/retail-assortment-planning/small-business) offer demand forecasting and inventory planning at a cost structure that makes sense for leaner operations. Here are the most affordable options:

- [Increff Merchandising Software](https://www.g2.com/products/increff-merchandising-software/reviews): A SaaS-based platform built for small and medium retailers, offering algorithm-driven allocation and replenishment at a price point suited to growing brands that cannot support a large planning team.
- [Epicor Propello](https://www.g2.com/products/epicor-propello/reviews): Rated by small independent retailers for its ease of use, sales forecasting, inventory projection, and shelf label management, giving small shop owners assortment and merchandising tools without complexity.
- [Buyer's Toolbox AP](https://www.g2.com/products/buyer-s-toolbox-ap/reviews): Offers a cost-effective, professionally graded planning tool with a straightforward deployment and a support team that brings retail planning expertise, making it accessible for smaller retail operations building formal planning processes.

#### What is the best retail assortment planning software for startups?

Retail startups often begin with spreadsheets and hit a wall when SKU count or store complexity outgrows what a spreadsheet can handle. These tools are designed to replace that without a long implementation project:

- [Style Arcade](https://www.g2.com/products/style-arcade/reviews): A fashion retail analytics platform rated by startup apparel and DTC brands for fast onboarding, pre-built trade reporting, and AI-powered range planning tools that replace manual spreadsheet-based assortment processes without requiring a data team.
- [LEAFIO AI Retail Platform](https://www.g2.com/products/leafio-ai-retail-platform/reviews): An AI-powered retail supply chain platform rated with a 5.0-star G2 score, used by startup retailers for demand forecasting, assortment automation, and inventory optimization across online and offline channels from day one.
- [SPS Commerce Assortment](https://www.g2.com/products/sps-commerce-assortment/reviews): A retail operations platform that simplifies supplier and assortment data management, giving growing retailers a centralized system for managing product data across channels without building custom integrations.

#### Which retail assortment planning software is most user-friendly for startups?

Retail planning tools often require training that buying teams do not have time for. These platforms are consistently cited for interfaces that planners and buyers can operate without specialist onboarding:

- [Style Arcade](https://www.g2.com/products/style-arcade/reviews): Rated by fashion retail teams for an immediately intuitive interface that surfaces weekly trade actions, Monday meeting reports, and range planning views without requiring buyers to have planning system expertise.
- [Logility Solutions](https://www.g2.com/products/logility-solutions/reviews): A supply chain and assortment planning platform rated for user-friendly demand planning workflows, with implementations that retail teams can adopt without requiring dedicated data scientists or lengthy ERP-style configuration.
- [Quant](https://www.g2.com/products/quant/reviews): Earns a 4.8-star G2 rating and is consistently praised for its clean interface and structured category management workflow, making it one of the most accessible assortment planning tools for retail teams stepping up from spreadsheets.

#### What assortment planning tool works best for small apparel and fashion retailers?

Fashion retail runs on seasonal range decisions made months out, with sell-through pressure on the back end. These tools are built specifically for the way fashion buyers and merchandisers work:

- [Increff Merchandising Software](https://www.g2.com/products/increff-merchandising-software/reviews): Designed for small and mid-size apparel brands, Increff automates inventory allocation and replenishment across stores and channels, helping fashion retailers improve sell-through and reduce end-of-season markdowns.
- [Buyer's Toolbox AP](https://www.g2.com/products/buyer-s-toolbox-ap/reviews): A retail-specific planning tool rated by apparel buyers for its ability to build and compare location-level inventory plans, cross-check product and location budgets, and reconcile with commercial finance forecasts across a multi-store operation.
- [Getron AI Services (GaiS)](https://www.g2.com/products/getron-ai-services-gais/reviews): An AI-driven merchandising platform that automates store-level assortment decisions across fashion retail networks, rated for reducing planning team overhead while improving stock availability and sell-through rates across locations.

#### What is the best assortment planning software for small brick-and-mortar retailers?

Physical store retailers need assortment tools that start from sales-floor data  -  what sold, what sat, what was out of stock. These platforms close the loop between the shelf and the buying decision:

- [Epicor Propello](https://www.g2.com/products/epicor-propello/reviews): Used by small hardware and independent retailers for its POS-integrated inventory forecasting, shelf label creation, and product lookup features that improve in-store organization and assortment management without requiring a specialist.
- [NCR Retail ONE](https://www.g2.com/products/ncr-retail-one/reviews): A reliable and cost-effective retail platform used by small retailers for transaction management, reporting, and inventory tracking, with reviewers noting that reports align closely with sales and daily deposits without complex configuration.
- [SPS Commerce Assortment](https://www.g2.com/products/sps-commerce-assortment/reviews): A retail operations platform that centralizes supplier and product assortment data across channels, giving small brick-and-mortar retailers a single source of truth for product content and availability without building custom supplier integrations.

### Enterprise FAQs

#### What is the best-rated retail assortment planning software for tech enterprises?

Large retail chains managing hundreds of locations across multiple banners need assortment planning that runs at scale  -  connecting ERP inventory, store-level sales, and promotional calendars without manual reconciliation. Here are the best retail assortment planning software for tech enterprises:

- [Buyer's Toolbox AP](https://www.g2.com/products/buyer-s-toolbox-ap/reviews): Used by retailers with 250-plus locations for detailed inventory planning at SKU and location level, with reviewers citing its ability to maximize margins by keeping the right product quantities in the right stores across a large network.
- [Board](https://www.g2.com/products/board/reviews): An enterprise planning platform rated for integrating merchandise financial planning, range and assortment, and allocation into a single environment, with reviewers highlighting its flexibility and comfortable user interface for planning teams.
- [Increff Merchandising Software](https://www.g2.com/products/increff-merchandising-software/reviews): Serves enterprise retail and fashion organizations with algorithm-driven allocation and replenishment across multi-channel networks, with a track record in enterprise-scale apparel operations across global markets.

#### What is the most reliable retail assortment planning tool for enterprises?

Assortment decisions affect inventory position, sell-through, and margin across an entire network. These retail assortment planning platforms for enterprises have the data integrity and customer track record to back enterprise-scale planning cycles:

- [Buyer's Toolbox AP](https://www.g2.com/products/buyer-s-toolbox-ap/reviews): Earns the highest ease-of-doing-business score with reviewers at large retail organizations specifically praising the implementation team's retail planning knowledge and the platform's reliable performance across complex, multi-location planning cycles.
- [Increff Merchandising Software](https://www.g2.com/products/increff-merchandising-software/reviews): Rated for consistent performance in inventory allocation and replenishment across enterprise retail operations, with strong customer support scores and a configurable platform that adapts to different retail formats without custom development.
- [Getron AI Services (GaiS)](https://www.g2.com/products/getron-ai-services-gais/reviews): Rated for responsive, solution-focused support and a user-friendly interface that enterprise operations teams can use daily without relying on technical staff to interpret AI-driven assortment recommendations.

#### What is the best-reviewed retail assortment planning software for enterprise app integration?

Assortment planning does not live in isolation  -  it has to pull from POS systems, merchandise financial planning tools, and ERP inventory data. These platforms are consistently cited for the integration depth that enterprise retail deployments require:

- [Board](https://www.g2.com/products/board/reviews): Rated for its broad integration capabilities across enterprise systems, with native connections to financial planning data and the ability to ingest new retail data sources to support unified assortment and merchandise financial planning on a single platform.
- [SPS Commerce Assortment](https://www.g2.com/products/sps-commerce-assortment/reviews): A retail network platform rated for connecting supplier data, product content, and assortment information across trading partner systems, giving enterprise retailers a single source of truth for product and inventory data across channels.
- [LEAFIO AI Retail Platform](https://www.g2.com/products/leafio-ai-retail-platform/reviews): An AI retail platform rated for integration with ERP and POS systems across enterprise retail networks, combining assortment optimization, replenishment, and inventory data in a connected planning environment.

#### Which retail assortment planning platform is best for enterprises managing store clustering and localization?

Retailers operating across geographically or demographically diverse store formats cannot run one assortment for all locations. These platforms handle clustering logic, local demand signals, and location-level plan variants at scale:

- [Quant](https://www.g2.com/products/quant/reviews): A cloud retail management platform rated for enterprise store clustering and space planning, combining location-level assortment data with planogram management to help large retail organizations optimize product mix across diverse store formats.
- [Logility Solutions](https://www.g2.com/products/logility-solutions/reviews): An AI-first supply chain suite used by enterprise retailers for store cluster analysis and localized assortment optimization, rated for translating demand signals into cluster-specific inventory plans across large retail networks.
- [Getron AI Services (GaiS)](https://www.g2.com/products/getron-ai-services-gais/reviews): Uses AI to automate store and warehouse-level assortment decisions across a retail network, ensuring the right quantities reach the right locations based on localized demand signals without manual intervention at the store level.

#### Which retail assortment planning software is best for enterprises with omni-channel operations?

Omni-channel retail means the assortment decision no longer separates physical from digital. These platforms unify demand signals from stores, ecommerce, and wholesale in one planning environment:

- [Style Arcade](https://www.g2.com/products/style-arcade/reviews): A fashion retail platform rated by enterprise apparel organizations for connecting buying, merchandising, and digital channel data in a single omni-channel assortment view, enabling range plan decisions grounded in both physical store and ecommerce performance.
- [SPS Commerce Assortment](https://www.g2.com/products/sps-commerce-assortment/reviews): Centralizes supplier and product assortment data across retail channels, enabling enterprise omni-channel retailers to manage product content, availability, and supplier collaboration from a single platform.
- [Logility Solutions](https://www.g2.com/products/logility-solutions/reviews): A market-leading supply chain platform rated for enterprise omni-channel assortment planning, combining demand forecasting, inventory optimization, and store-level allocation into a governed planning environment for large retail organizations.

Last updated on April 27, 2026