# Best Retail Assortment Planning Software

## How Many Retail Assortment Planning Software Products Does G2 Track?

**Total Products under this Category:** 75

### Category Stats (Jul 2026)

- **Average Rating:** 4.48/5 (↑0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Logility Solutions (+0.68%) - Among all products in this category, Logility Solutions recorded the largest rating increase compared to last month

_Last updated: July 26, 2026_

## How Does G2 Rank Retail Assortment Planning Software Products?

**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.

## G2 Grid® for Retail Assortment Planning Software
 ![G2 Grid® for Retail Assortment Planning Software plotting products by satisfaction and market presence](https://www.g2.com/categories/retail-assortment-planning/grids.png?focus%5B%5D=112064&focus%5B%5D=115840&focus%5B%5D=71208&focus%5B%5D=1311797&focus%5B%5D=89219)

Highlighted products: Increff Merchandising Software, Style Arcade, Oracle Merchandise Operations Management, LEAFIO AI Retail Platform, and Quant.

Underlying data: [Grid® JSON](https://www.g2.com/categories/retail-assortment-planning/grids.json?focus%5B%5D=increff-merchandising-software&focus%5B%5D=style-arcade&focus%5B%5D=oracle-merchandise-operations-management&focus%5B%5D=leafio-ai-retail-platform&focus%5B%5D=quant)

**Sponsored**

### SAP Integrated Business Planning

Respond to new market expectations with real-time supply chain planning capabilities and fulfill future demand profitably supply chain management. Powered by in-memory computing technology within SAP HANA, this cloud-based solution combines capabilities for sales and operations; demand, response, and supply planning; and inventory optimization. - Cloud deployment - Real-time scenarios and simulation - Social collaboration - Powerful predictive Analytics KEY BENEFITS: Achieve a rapid deployment Get up and running quickly with SAP Integrated Business Planning by using preconfigured process templates for an accelerated implementation. Empower employees with intuitive features Offer a unified, intuitive user experience with SAP Fiori and planning and simulation capabilities based on Microsoft Excel. Plan resources effectively Optimize resource efficiency by creating supply plans based on prioritized demands, allocations, and supply chain constraints. KEY CAPABILITIES: Integration with SAP Supply Chain Control Tower Gain end-to-end visibility of your supply chain, decision support, and fast corrective action through integration with SAP Supply Chain Control Tower. Forecasting and demand management Get full demand transparency with short-term, mid-term, and long-term forecasting. Take advantage of best-in-class capabilities for demand sensing and statistical forecasting. Inventory optimization Establish optimal inventory targets that enable you to maximize profits, while leaving a buffer to help you meet unexpected demand. Sales and operations planning Deliver a cross-departmental sales and operations plan that balances inventory, service levels, and profitability. Response and supply planning Optimize resourcing efficiency by creating supply plans based on prioritized demands, allocations, and supply chain constraints.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1453&secure%5Bchosen_at%5D=2026-07-27T23%3A00%3A32Z&secure%5Bdisplayable_resource_id%5D=134&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=134&secure%5Bplacement_resource_ids%5D%5B%5D=1496&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=59587&secure%5Bresource_id%5D=1453&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fretail-assortment-planning&secure%5Btoken%5D=025fc8cb3339a95c2188be93a139b8a53dd5481dca983c414c126c41a4207b23&secure%5Burl%5D=https%3A%2F%2Fwww.sap.com%2Fdocuments%2F2025%2F04%2F5256c341-007f-0010-bca6-c68f7e60039b.html%3Fcampaigncode%3DCRM-YD25-DSC-407451%26source%3DIBP-click-campaign-G2&secure%5Burl_type%5D=custom_url)

### [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:** 27

#### How Do G2 Users Rate Increff Merchandising Software?

- **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:** 7.6/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Increff Merchandising Software?

- **Seller:** [Increff](https://www.g2.com/sellers/increff)
- **Year Founded:** 2016
- **HQ Location:** Bengaluru, Karnataka
- **Twitter:** @increff (215 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/increff/mycompany (293 employees on LinkedIn®)

#### Who Uses This Product?

- **Top Industries:** Retail, Apparel & Fashion
- **Company Size:** 36% Large, 32% Medium

#### What Do G2 Reviewers Say About Increff Merchandising Software?

_AI-generated summary from verified user reviews_

##### Pros

- Users benefit from **data-driven insights** in Increff Merchandising Software, enhancing inventory management and reducing wastage.
- Users value the **dedicated support team** of Increff Merchandising Software, facilitating efficient management for fashion businesses.
- Users value the **efficiency improvement** in their operations, benefiting from detailed insights and tailored solutions.
- Users value the **extensive features** of Increff, benefiting from data-driven insights and efficient inventory management.
- Users find Increff Merchandising Software to be **incredibly user-friendly** , making merchandising tasks seamless and efficient.

##### Cons

- Users note the **absence of essential forecasting tools** and call for improvements in BI reports and customization.
- Users find a **lack of key forecasting features** in Increff Merchandising Software, hindering effective merchandising strategies.
- Users desire enhancements in **reporting capabilities** , particularly for more detailed and customizable invoice-level reports.
- Users feel there's a need for **UX improvement** in Increff Merchandising Software to enhance user experience and customization.
- Users find **complex implementation** challenging due to the diverse business processes in the fashion industry.

#### What Are Recent G2 Reviews of Increff Merchandising Software?

**["Strong Subject Expertise and Flexible Client Support"](https://www.g2.com/survey_responses/increff-merchandising-software-review-10544498)**

**Rating:** 4.0/5.0 stars

_— Sheetal S._

[Read full review](https://www.g2.com/survey_responses/increff-merchandising-software-review-10544498)

**["Powerful Demand-Based Planning with Smart Allocation, Replenishment, and Markdown Optimization"](https://www.g2.com/survey_responses/increff-merchandising-software-review-13020281)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/increff-merchandising-software-review-13020281)

### [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

#### How Do G2 Users Rate Style Arcade?

- **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)

#### Who Is the Company Behind Style Arcade?

- **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®)

#### Who Uses This Product?

- **Top Industries:** Retail, Apparel & Fashion
- **Company Size:** 49% Medium, 38% Small

#### What Do G2 Reviewers Say About Style Arcade?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **ease of use** of Style Arcade, finding it intuitive and essential for daily tasks.
- Users benefit from the **insightful visual representations** and effective range planning that enhance business creativity and strategy.
- Users value the **effortless reporting** capabilities of Style Arcade, enhancing visual analysis and decision-making efficiency.
- Users love the **intuitive and easy-to-use interface** of Style Arcade, making retail management efficient and accessible.
- Users love the **intuitive visual presentation** of Style Arcade, appreciating its user-friendly design and effective data analysis.

##### Cons

- Users experience **data inaccuracies** with Style Arcade, leading to glitches and minor errors in reporting.
- Users experience **integration issues** with Style Arcade, leading to glitches and inaccuracies in data reporting.
- Users find the **metrics issues** frustrating, as settings frequently revert, disrupting their workflow and analysis.
- Users experience **slow performance** with Style Arcade, which includes glitchy loading times and time-consuming report generation.
- Users are frustrated by the **1-day delay in data** retrieval and limited time selection options for sales reports.

#### What Are Recent G2 Reviews of Style Arcade?

**["Providing teams access to the info they need the most"](https://www.g2.com/survey_responses/style-arcade-review-10868754)**

**Rating:** 4.5/5.0 stars

_— Kate K._

[Read full review](https://www.g2.com/survey_responses/style-arcade-review-10868754)

**["A Game-Changer for Analyzing and Reviewing Style Performance"](https://www.g2.com/survey_responses/style-arcade-review-10868438)**

**Rating:** 5.0/5.0 stars

_— Joel C._

[Read full review](https://www.g2.com/survey_responses/style-arcade-review-10868438)

### [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

#### How Do G2 Users Rate Oracle Merchandise Operations Management?

- **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)

#### Who Is the Company Behind Oracle Merchandise Operations Management?

- **Seller:** [Oracle](https://www.g2.com/sellers/oracle)
- **Year Founded:** 1977
- **HQ Location:** Austin, TX
- **Twitter:** @Oracle (827,997 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1028/ (208,078 employees on LinkedIn®)
- **Ownership:** NYSE:ORCL

#### Who Uses This Product?

- **Top Industries:** Retail, Information Technology and Services
- **Company Size:** 62% Large, 29% Medium

#### What Are Recent G2 Reviews of Oracle Merchandise Operations Management?

**["Sorry, I can't provide specific app recommendations."](https://www.g2.com/survey_responses/oracle-merchandise-operations-management-review-7895664)**

**Rating:** 4.0/5.0 stars

_— Rishabh S._

[Read full review](https://www.g2.com/survey_responses/oracle-merchandise-operations-management-review-7895664)

**["Best retail Application"](https://www.g2.com/survey_responses/oracle-merchandise-operations-management-review-5467189)**

**Rating:** 4.0/5.0 stars

_— Dikshyaraj B._

[Read full review](https://www.g2.com/survey_responses/oracle-merchandise-operations-management-review-5467189)

### [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:** 31

#### How Do G2 Users Rate LEAFIO AI Retail Platform?

- **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)

#### Who Is the Company Behind LEAFIO AI Retail Platform?

- **Seller:** [Leafio](https://www.g2.com/sellers/leafio)
- **Year Founded:** 2014
- **HQ Location:** Tallinn, EE
- **Twitter:** @Leafio1 (280 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/leafio (79 employees on LinkedIn®)

#### Who Uses This Product?

- **Top Industries:** Retail
- **Company Size:** 81% Medium, 13% Large

#### What Do G2 Reviewers Say About LEAFIO AI Retail Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **real-time visual analytics** of LEAFIO, making merchandising straightforward and insightful for better decision-making.
- Users greatly value the **efficiency improvement** from Leafio, simplifying visual merchandising and saving significant time in reporting.
- Users commend the **powerful visual merchandising tools** of LEAFIO, enhancing organization and optimizing product displays effortlessly.
- Users value the **intuitive visual reporting** of LEAFIO AI Retail Platform, simplifying decision-making and enhancing merchandising efficiency.
- Users value the **real-time visual analytics** of Leafio, which streamlines merchandising and enhances item placement efficiency.

##### Cons

- Users experience **complexity in setup** with large item sets, leading to slower loading times and cumbersome template creation.
- Users face challenges with **complex setup** for unique equipment, leading to slow loading and template management difficulties.
- Users find the LEAFIO AI Retail Platform **expensive** and cumbersome, especially with unique setups for numerous items.
- Users find the **lack of customization** challenging, especially when managing numerous unique sets and equipment configurations.
- Users face challenges with **limited customization** , finding it cumbersome to set up unique templates for many items.

#### What Are Recent G2 Reviews of LEAFIO AI Retail Platform?

**["Simple access to deep analytics in visual merchandising"](https://www.g2.com/survey_responses/leafio-ai-retail-platform-review-11937277)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/leafio-ai-retail-platform-review-11937277)

**["Powerful AI platform for smarter retail operations"](https://www.g2.com/survey_responses/leafio-ai-retail-platform-review-12885866)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/leafio-ai-retail-platform-review-12885866)

### [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

#### How Do G2 Users Rate Quant?

- **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)

#### Who Is the Company Behind Quant?

- **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/ (40 employees on LinkedIn®)

#### Who Uses This Product?

- **Top Industries:** Retail, Pharmaceuticals
- **Company Size:** 40% Large, 35% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Quant for its **exceptional customer support** , which enhances the overall user experience and satisfaction.
- Users value the **ease of use** of Quant, citing its simple implementation and seamless integration with other software.
- Users value the **easy integrations** of Quant, appreciating its daily usability and seamless software compatibility.
- Users appreciate the **ease of use** of Quant, noting its intuitive interface and strong technical support.
- Users value the **easy implementation** of Quant, enjoying seamless integration and daily usability.

##### Cons

- Users find the **integration with other software** to be unclear, leading to difficulties in usage.
- Users face difficulties with **integration issues** when connecting Quant to other software, leading to confusion and complications.

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

**["A great software with features which assist Visual Merchandising"](https://www.g2.com/survey_responses/quant-review-9238434)**

**Rating:** 5.0/5.0 stars

_— Uditha P._

[Read full review](https://www.g2.com/survey_responses/quant-review-9238434)

**["Excellent software to manage your product and maximize profits."](https://www.g2.com/survey_responses/quant-review-10533072)**

**Rating:** 5.0/5.0 stars

_— Martha N._

[Read full review](https://www.g2.com/survey_responses/quant-review-10533072)

### [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

#### How Do G2 Users Rate Insite AI?

- **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)

#### Who Is the Company Behind Insite AI?

- **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/ (66 employees on LinkedIn®)

#### Who Uses This Product?

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

#### What Are Recent G2 Reviews of Insite AI?

**["What used to take months can now be done in minutes!"](https://www.g2.com/survey_responses/insite-ai-review-9704646)**

**Rating:** 5.0/5.0 stars

_— Goodness S._

[Read full review](https://www.g2.com/survey_responses/insite-ai-review-9704646)

**["This gives us a way to lead space conversations with impartial data"](https://www.g2.com/survey_responses/insite-ai-review-9736076)**

**Rating:** 5.0/5.0 stars

_— AMANAT R._

[Read full review](https://www.g2.com/survey_responses/insite-ai-review-9736076)

### [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:** 4.2/5.0

**Total Reviews:** 124

#### How Do G2 Users Rate Logility Solutions?

- **Ease of Use:** 8.5/10 (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)

#### Who Is the Company Behind Logility Solutions?

- **Seller:** [Aptean](https://www.g2.com/sellers/aptean)
- **Company Website:** https://www.aptean.com
- **Year Founded:** 2012
- **HQ Location:** Alpharetta, Georgia
- **Twitter:** @Aptean (1,620 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2681769/ (3,045 employees on LinkedIn®)

#### Who Uses This Product?

- **Top Industries:** Consumer Goods, Food & Beverages
- **Company Size:** 53% Medium, 32% Large

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

**["Powerful Forecasting, Clunky Interface"](https://www.g2.com/survey_responses/logility-solutions-review-13121635)**

**Rating:** 4.0/5.0 stars

_— Vimal G._

[Read full review](https://www.g2.com/survey_responses/logility-solutions-review-13121635)

**["Powerful Forecasting and Supply Chain Planning with Logility Solutions"](https://www.g2.com/survey_responses/logility-solutions-review-13101094)**

**Rating:** 5.0/5.0 stars

_— Idhu enga area ._

[Read full review](https://www.g2.com/survey_responses/logility-solutions-review-13101094)

### [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

#### How Do G2 Users Rate QL2?

- **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)

#### Who Is the Company Behind QL2?

- **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/ (243 employees on LinkedIn®)

#### Who Uses This Product?

- **Top Industries:** Leisure, Travel & Tourism
- **Company Size:** 40% Large, 33% Medium

#### What Do G2 Reviewers Say About QL2?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of QL2, enjoying its responsive service and intuitive interface for data collection.
- Users praise the **responsive customer support** of QL2, appreciating their quick solutions and reliable assistance.
- Users commend QL2 for its **efficient automation and timely support** , significantly enhancing competitive pricing strategies.
- Users appreciate QL2's **quick responsiveness** to issues and efficient solutions, making it a reliable service partner.
- Users value the **high data accuracy** of QL2, which enhances competitive pricing and seamless integration with systems.

##### Cons

- Users note the need for **improvement in bug resolutions** and proactive anomaly detection to enhance QL2's effectiveness.
- Users experience **data management issues** with QL2, such as insufficient notifications for data outages and limited proactive solutions.
- Users express frustration with QL2's **poor customer support** , often needing to chase unresolved issues and bugs.
- Users face frequent **software bugs** with slow resolutions from QL2, complicating their experience and affecting trust in the product.
- Users express concerns about the **inaccuracy** in data and lack of effective monitoring, leading to frustrating experiences.

#### What Are Recent G2 Reviews of QL2?

**["QL2 Provides Critical Competitive Information"](https://www.g2.com/survey_responses/ql2-review-8723375)**

**Rating:** 5.0/5.0 stars

_— Paulo S._

[Read full review](https://www.g2.com/survey_responses/ql2-review-8723375)

**["Valued partner empowering us to succeed"](https://www.g2.com/survey_responses/ql2-review-8812318)**

**Rating:** 5.0/5.0 stars

_— Anya P._

[Read full review](https://www.g2.com/survey_responses/ql2-review-8812318)

### [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

#### How Do G2 Users Rate Buyer's Toolbox AP?

- **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)

#### Who Is the Company Behind Buyer's Toolbox AP?

- **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 (7 employees on LinkedIn®)

#### Who Uses This Product?

- **Top Industries:** Retail
- **Company Size:** 60% Medium, 20% Small

#### What Are Recent G2 Reviews of Buyer's Toolbox AP?

**["Made our planning process immensely easier and allowed us to start reforecasting throughout the year"](https://www.g2.com/survey_responses/buyer-s-toolbox-ap-review-11206451)**

**Rating:** 5.0/5.0 stars

_— David C._

[Read full review](https://www.g2.com/survey_responses/buyer-s-toolbox-ap-review-11206451)

**["Robust planning system built by a team you can trust."](https://www.g2.com/survey_responses/buyer-s-toolbox-ap-review-11238512)**

**Rating:** 5.0/5.0 stars

_— Jacob H._

[Read full review](https://www.g2.com/survey_responses/buyer-s-toolbox-ap-review-11238512)

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

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

**Average Rating:** 4.9/5.0

**Total Reviews:** 6

#### How Do G2 Users Rate 42?

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

#### Who Is the Company Behind 42?

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

#### Who Uses This Product?

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

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

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

**Rating:** 4.5/5.0 stars

_— Rudy R._

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

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

**Rating:** 5.0/5.0 stars

_— Tori K._

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

### [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

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

- **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)

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

- **Seller:** [Mad Street Den](https://www.g2.com/sellers/mad-street-den)
- **Year Founded:** 2016
- **HQ Location:** Redwood City, California
- **Twitter:** @vue\_ai (13,112 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/vue-ai/ (34 employees on LinkedIn®)

#### Who Uses This Product?

- **Top Industries:** Apparel & Fashion, Retail
- **Company Size:** 41% Medium, 29% Small

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

**["We have seen an impact on conversion through extra model imagery."](https://www.g2.com/survey_responses/vue-ai-review-7407839)**

**Rating:** 4.0/5.0 stars

_— Nick H._

[Read full review](https://www.g2.com/survey_responses/vue-ai-review-7407839)

**["Amazing tool with a great team behind it"](https://www.g2.com/survey_responses/vue-ai-review-7373538)**

**Rating:** 5.0/5.0 stars

_— Marieke H._

[Read full review](https://www.g2.com/survey_responses/vue-ai-review-7373538)

### [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

#### How Do G2 Users Rate Epicor Propello?

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

#### Who Is the Company Behind Epicor Propello?

- **Seller:** [Epicor](https://www.g2.com/sellers/epicor)
- **Company Website:** https://www.epicor.com
- **Year Founded:** 1972
- **HQ Location:** Austin, TX
- **Twitter:** @Epicor (9,286 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/4617/ (6,179 employees on LinkedIn®)

#### Who Uses This Product?

- **Top Industries:** Retail
- **Company Size:** 86% Small, 14% Medium

#### What Do G2 Reviewers Say About Epicor Propello?

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **ease of use** of Epicor Propello, appreciating its intuitive design and efficient product lookup.
- Users value the **continuous improvement** of Epicor Propello, especially with timely updates ensuring optimal performance and usability.
- Users love the **easy integrations** with Quickbooks Online, enhancing speed and usability for a seamless experience.
- Users value the **forecasting accuracy** of Epicor Propello, which effectively projects sales needs and inventory management.
- Users value the **seamless integrations** of Epicor Propello, enhancing usability and operational efficiency with Quickbooks Online.

##### Cons

- Users feel that **reporting limitations** hinder the usefulness of Epicor Propello and desire more customization options.
- Users desire **more customizable reporting** options in Epicor Propello to better meet their specific needs.
- Users desire **more customizable reporting** features in Epicor Propello to enhance their data analysis capabilities.
- Users note that **poor reporting** can hinder functionality, and issues may take time to resolve.
- Users experience occasional **software bugs** that can delay corrections and suggest a need for improved reporting features.

#### What Are Recent G2 Reviews of Epicor Propello?

**["Easy to Use, Prompt Support That Empowers Our Small Hardware Store"](https://www.g2.com/survey_responses/epicor-propello-review-12432238)**

**Rating:** 5.0/5.0 stars

_— William J._

[Read full review](https://www.g2.com/survey_responses/epicor-propello-review-12432238)

**["Easy Browser Navigation and an Intuitive, Straightforward POS"](https://www.g2.com/survey_responses/epicor-propello-review-12430473)**

**Rating:** 4.5/5.0 stars

_— Mark W._

[Read full review](https://www.g2.com/survey_responses/epicor-propello-review-12430473)

### [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

#### How Do G2 Users Rate Getron AI Services (GaiS)?

- **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)

#### Who Is the Company Behind Getron AI Services (GaiS)?

- **Seller:** [Getron](https://www.g2.com/sellers/getron)
- **Year Founded:** 2003
- **HQ Location:** New Jersey, US
- **Twitter:** @GetronCorp (48 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/getron (69 employees on LinkedIn®)

#### Who Uses This Product?

- **Top Industries:** Pharmaceuticals
- **Company Size:** 55% Medium, 25% Large

#### What Do G2 Reviewers Say About Getron AI Services (GaiS)?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend Getron AI Services for their **quick and comprehensive customer support** , ensuring effective and tailored solutions.
- Users value the **high level of responsiveness** from Getron AI Services, appreciating their commitment to customer satisfaction and tailored solutions.
- Users value the **exceptional customer support** from Getron AI Services, enhancing satisfaction with tailored and timely solutions.
- Users find Getron AI Services to be **quick and helpful** , effectively improving their overall experience with solutions.
- Users value the **analytics capabilities** of Getron AI Services, significantly reducing workload and enhancing decision-making efficiency.

##### Cons

- Users face challenges with **data integration** , leading to difficulties in aligning Getron settings with their systems.
- Users experience frustrating **delayed processes** with GaiS, often waiting over an hour for service activation.
- Users face challenges with **ERP integration** in Getron AI Services, leading to a complex user experience.
- Users believe that GaiS has significant **room for development and improvement** to enhance overall satisfaction and functionality.
- Users report facing **integration issues** with Getron AI Services, complicating system compatibility and functionality.

#### What Are Recent G2 Reviews of Getron AI Services (GaiS)?

**["What does Getron mean to us"](https://www.g2.com/survey_responses/getron-ai-services-gais-review-11221508)**

**Rating:** 5.0/5.0 stars

_— Sezer E._

[Read full review](https://www.g2.com/survey_responses/getron-ai-services-gais-review-11221508)

**["An innovative experience"](https://www.g2.com/survey_responses/getron-ai-services-gais-review-11219635)**

**Rating:** 5.0/5.0 stars

_— Alper Tunga G._

[Read full review](https://www.g2.com/survey_responses/getron-ai-services-gais-review-11219635)

### [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

#### How Do G2 Users Rate NCR Retail ONE?

- **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)

#### Who Is the Company Behind NCR Retail ONE?

- **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/ (7,964 employees on LinkedIn®)
- **Ownership:** NYSE: NCR
- **Total Revenue (USD mm):** $6,207

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Small

#### What Are Recent G2 Reviews of NCR Retail ONE?

**["Great "](https://www.g2.com/survey_responses/ncr-retail-one-review-2520719)**

**Rating:** 5.0/5.0 stars

_— Verified User in Airlines/Aviation_

[Read full review](https://www.g2.com/survey_responses/ncr-retail-one-review-2520719)

### [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:** 19

#### How Do G2 Users Rate o9 Solutions?

- **Ease of Use:** 7.6/10 (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)

#### Who Is the Company Behind o9 Solutions?

- **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/ (3,281 employees on LinkedIn®)

#### Who Uses This Product?

- **Company Size:** 37% Small, 37% Large

#### What Do G2 Reviewers Say About o9 Solutions?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **business efficiency** of o9 Solutions, enhancing collaboration across departments and streamlining supply chain planning.
- Users value the **planning efficiency** of o9 Solutions, enhancing departmental collaboration and comprehensive supply chain management.
- Users value the **effective interdepartmental collaboration** facilitated by o9 Solutions, enhancing overall workplace efficiency.
- Users appreciate the **centralization capabilities** of o9 Solutions, enhancing collaboration between departments effectively.
- Users appreciate the **collaboration capabilities** of o9 Solutions, enhancing inter-departmental facilitation and communication.

##### Cons

- Users find the **high maintenance cost** of o9 Solutions makes it sometimes unaffordable for their needs.
- Users find the **high maintenance costs** of o9 Solutions make it somewhat unaffordable at times.

#### What Are Recent G2 Reviews of o9 Solutions?

**["o9 Solutions - Capability Review"](https://www.g2.com/survey_responses/o9-solutions-review-9638929)**

**Rating:** 4.0/5.0 stars

_— Syed A._

[Read full review](https://www.g2.com/survey_responses/o9-solutions-review-9638929)

**["Everything in One Place: Integrated Solutions for Production Environments"](https://www.g2.com/survey_responses/o9-solutions-review-12701801)**

**Rating:** 4.0/5.0 stars

_— Verified User in Textiles_

[Read full review](https://www.g2.com/survey_responses/o9-solutions-review-12701801)

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[Browse Retail Assortment Planning Themes](/categories/retail-assortment-planning/themes)

 ![Subhransu Sahu](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Subhransu Sahu")
SS

Researched and written by [Subhransu Sahu](https://research.g2.com/insights/author/subhransu-sahu)

Updated October 3, 2024

Retail 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

Show More

* * *

## How Do You Choose the Right Retail Assortment Planning Software?

### 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