Top 10 Best Assortment Management Software of 2026

Blue Yonder's Assortment Management solution leverages advanced AI and machine learning to optimize product assortments across retail channels, enabling precise decisions on what to stock, where, and in what quantities. It integrates demand forecasting, store clustering, and space planning to maximize sales, margins, and customer satisfaction while minimizing overstock and stockouts. As part of Blue Yonder's comprehensive supply chain platform, it provides end-to-end visibility and real-time adaptability to market changes.

Oracle Retail Assortment Management is an enterprise-grade solution designed to optimize product assortments across stores, online channels, and marketplaces using advanced analytics and AI-driven forecasting. It enables retailers to create tailored assortments by store cluster, predict demand at granular levels, and automate planning processes to maximize sales and inventory efficiency. Seamlessly integrated with Oracle's broader retail suite, it supports end-to-end merchandising from planning to allocation.

SAP offers robust assortment management capabilities through its SAP S/4HANA Retail and SAP Customer Activity Repository (CAR) solutions, enabling retailers to centrally plan, optimize, and localize product assortments across stores, channels, and customer segments. It supports seasonal planning, classification management, and cluster-based assortment strategies with deep integration into ERP, merchandising, and supply chain processes. The platform leverages AI and analytics for demand-driven optimization, making it ideal for complex retail operations.

RELEX Solutions provides an AI-powered assortment management platform designed for retailers to optimize product selections across stores, channels, and categories. It uses advanced machine learning and demand forecasting to create hyper-localized assortments that boost sales, profitability, and inventory efficiency. The solution integrates with broader supply chain planning tools for seamless end-to-end retail operations, supporting data-driven decisions at scale.

o9 Solutions offers an AI-powered Digital Brain platform that excels in assortment management for retailers and CPG companies, using advanced machine learning to optimize product mixes across stores, channels, and customer segments. It analyzes demand signals, profitability, and inventory data to recommend optimal assortments that drive sales growth and reduce complexity. The solution integrates seamlessly with broader supply chain planning, enabling end-to-end decision-making in real-time.

Intuendi is an AI-powered assortment management platform designed for retailers to optimize product selections, space allocation, and merchandising strategies. It leverages machine learning algorithms to analyze sales data, consumer behavior, and market trends, providing actionable insights for assortment planning and performance forecasting. The platform also incorporates computer vision for shelf audits, enabling real-time in-store compliance and optimization monitoring.

JustEnough is a retail optimization platform focused on assortment management, demand forecasting, replenishment, and space planning. It uses AI and advanced analytics to cluster stores, optimize product assortments, and align inventory with local demand patterns. The software helps retailers maximize sales, margins, and space utilization while reducing stockouts and markdowns across physical and digital channels.

SymphonyAI DemandTec is an AI-powered platform specializing in assortment management for retailers, enabling optimization of product selections across stores, regions, and channels to boost sales and margins. It leverages vast market data, demand forecasting, and machine learning to recommend ideal SKUs, space allocations, and localized assortments. The solution integrates seamlessly with pricing, promotion, and merchandising tools for a holistic retail strategy.

Aptos is a retail enterprise software suite with specialized assortment management tools that help retailers plan, optimize, and allocate product assortments across stores and channels. It leverages AI-driven analytics, historical sales data, and market trends to create data-backed assortments that maximize sales while minimizing stockouts and overstock. The platform integrates seamlessly with Aptos' broader merchandising, inventory, and POS systems for end-to-end retail operations.

Agilence is a comprehensive retail planning platform focused on assortment management, enabling retailers to optimize product selections through data-driven insights, demand forecasting, and collaborative planning tools. It supports assortment planning across channels, including size optimization, product attribute management, and integration with ERP and POS systems. Primarily targeted at fashion, apparel, and footwear retailers, it helps streamline merchandising processes to maximize sales and reduce markdowns.