Merchandising Software Options 2026

Retailers and ecommerce teams are operating in a market where the cost of getting merchandising wrong has never been higher. Excess inventory ties up working capital, out-of-stocks drive customers to competitors, and promotional missteps are immediately visible across digital channels. In 2026, AI-driven merchandising platforms are reshaping how buying, ranging, pricing, and space planning decisions are made - shifting them from periodic, intuition-heavy processes to continuous, data-driven ones.

This guide covers the leading merchandising software platforms across retail, ecommerce, and specialist tiers, giving buyers an independent view of the options before they engage with vendors.

Viewpoint Analysis is a Technology Matchmaker, helping businesses find and select the right technology fast - aiming to be the place buyers go to understand the software and technology market before speaking to vendors.

Included Merchandising Software Vendors

This guide covers the following merchandising platforms, evaluated independently across retail, ecommerce, and specialist tiers. Our viewpoint on each vendor follows below.

Blue Yonder Merchandise Planning | Oracle Retail | SAP Merchandise Management | Aptos | Manhattan Associates | Infor Merchandise Planning | Relex Solutions | EDITED | Toolio | Nextail | Bloomreach | Nosto | Attraqt | Akeneo | Plytix | Hypersonix | Catapult Commerce | Profitero

What is Merchandising Software?

Merchandising software helps retailers and ecommerce businesses plan, manage, and optimise the products they sell - covering decisions about what to stock, in what quantities, at what price, in which locations, and how to present products to customers. The category spans a broad range of functions: merchandise planning sets open-to-buy budgets and range structures; assortment planning determines which products appear in which stores or channels; allocation and replenishment moves stock to where it is needed; pricing and markdown optimisation maximises margin across the product lifecycle; and space planning optimises how product is laid out on the shop floor. In the ecommerce context, merchandising extends to product discovery, search ranking, personalisation, and digital shelf optimisation.

For a broader view of the technology landscape relevant to this category, see the Customer Experience Technology and Supply Chain Technology pages on the Viewpoint Analysis website.

How to Find Merchandising Software

The merchandising software market spans legacy retail planning platforms, modern cloud-native tools, and a growing number of AI-specialist vendors - each with different strengths depending on whether the primary challenge is physical retail planning, ecommerce merchandising, or a blend of both. Without a structured approach, it is easy to default to the largest or most familiar vendors rather than the ones best matched to your specific retail model.

The personalized Longlist Builder from Viewpoint Analysis generates a tailored vendor longlist in minutes, matched to your organisation's size, channel mix, and merchandising requirements. It is free and requires no registration.

For a more guided evaluation, the Technology Matchmaker Service brings the most relevant merchandising vendors directly to you - like Dragons' Den or Shark Tank. Viewpoint Analysis interviews your team, writes a Challenge Brief capturing your merchandising challenge, and invites the best-fit vendors to pitch. You reach a qualified shortlist without the early legwork of vendor discovery and outreach.

Enterprise Retail Merchandising Software Options 2026

Blue Yonder Merchandise Planning is one of the most widely deployed enterprise retail planning platforms, covering merchandise financial planning, assortment planning, allocation, and replenishment within a unified environment. Its AI and machine learning models drive demand-sensing and inventory optimisation across large, complex retail networks. The platform is well suited to large multi-channel retailers with significant store and SKU complexity. Blue Yonder's strength is in connecting merchandise planning with broader supply chain execution, reducing the gap between what is planned and what is operationally feasible.

Oracle Retail offers a comprehensive suite covering merchandise planning, assortment, allocation, pricing, and store operations, with AI embedded across each module. It is designed for large global retailers with complex, multi-tier planning requirements and integrates tightly with Oracle's ERP and supply chain platforms. Oracle Retail's AI-driven demand forecasting and markdown optimisation have improved significantly in recent releases. For organisations already invested in Oracle's ecosystem, it is the natural consolidation point for retail planning.

SAP Merchandise Management is SAP's retail planning and merchandise execution platform, tightly integrated with S/4HANA and designed for large retailers running SAP as their core business system. It covers purchasing, assortment management, pricing, and promotional planning within the SAP environment. The platform's AI capabilities support demand forecasting and automated replenishment. For SAP-centric retailers, it removes the integration overhead of running a separate specialist merchandising tool.

Aptos provides a retail technology suite covering merchandising, POS, CRM, and order management, with a strong mid-to-large retail positioning. Its merchandising modules cover planning, allocation, and promotions, and the platform is widely used in specialty retail and department stores. Aptos has invested in modernising its architecture with cloud-native deployments and AI-assisted planning. It is a strong option for retailers looking for a single vendor across both merchandising and store operations.

Manhattan Associates is best known for its warehouse and order management capability, but its merchandising and supply chain planning tools are well regarded in omnichannel retail. Its Active Omni and supply chain suite covers inventory optimisation, allocation, and fulfilment planning across physical and digital channels. The platform is particularly strong for retailers with complex fulfilment networks where store and warehouse inventory need to be managed as a single pool. Its AI layer drives demand sensing and automated replenishment decisions.

Infor Merchandise Planning is part of Infor's retail suite and covers financial planning, assortment planning, and allocation within a cloud-based environment. It is designed for mid-to-large retailers across fashion, grocery, and specialty sectors. Infor's AI-driven forecasting adapts to promotional and seasonal demand patterns. For retailers already using Infor's ERP or supply chain products, it offers a well-integrated planning option without the complexity of a multi-vendor stack.

Specialist and AI-Native Merchandising Software Options 2026

Relex Solutions has built a strong position in grocery and fresh retail with a unified planning platform covering demand forecasting, replenishment, space planning, and promotional management. Its machine learning models are particularly strong in fresh and perishable product planning, where demand variability and waste management are central challenges. Relex is widely used across European grocery and convenience retail. Its strength is in automating high-frequency replenishment decisions while giving planners visibility of exceptions.

EDITED is a retail market intelligence and merchandising analytics platform that helps buying and merchandising teams understand what competitors are selling, at what price, and for how long. It tracks product ranges, pricing, and sell-through data across thousands of retailers in real time, giving teams the external market context that internal planning tools typically lack. EDITED is well suited to fashion, apparel, and lifestyle retailers where competitive assortment positioning is a significant commercial lever.

Toolio is a cloud-native merchandise planning platform built specifically for mid-market and DTC retailers who need modern planning capability without the implementation overhead of legacy enterprise tools. It covers open-to-buy, assortment planning, and in-season management in a collaborative, spreadsheet-friendly environment. Toolio has gained traction with digitally native brands scaling into wholesale or retail. Its fast implementation timeline and accessible pricing make it a practical alternative to enterprise platforms for growing retailers.

Nextail is an AI-powered retail planning platform focused on demand forecasting, allocation, and replenishment for fashion and apparel retailers. Its models are built specifically for the short-lifecycle, high-SKU-count characteristics of fashion retail, where standard forecasting approaches consistently underperform. Nextail automates allocation decisions at the store and SKU level, freeing planners from transactional work. It has a strong track record in European fashion retail and is well suited to retailers managing broad assortments across many locations.

Ecommerce Merchandising Software Options 2026

Bloomreach is a composable digital experience platform with strong ecommerce search and merchandising capability. Its AI-driven search and discovery tools optimise product ranking, personalise category page experiences, and surface relevant products to individual shoppers based on behavioural signals. Bloomreach is widely deployed in mid-to-large ecommerce operations where product discovery is a key conversion lever. Its composable architecture integrates cleanly with existing ecommerce platforms and CMS tools.

Nosto is an ecommerce personalisation platform that uses AI to deliver personalised product recommendations, search results, and category merchandising experiences at the individual shopper level. It is designed for mid-market ecommerce retailers looking to increase conversion and average order value through more relevant product discovery. Nosto integrates with major ecommerce platforms including Shopify, Magento, and Salesforce Commerce Cloud. Its onsite personalisation and segmentation capability is well regarded for fashion and lifestyle brands.

Attraqt provides AI-powered search, recommendations, and category merchandising tools for ecommerce retailers, with a strong focus on giving merchandising teams control over automated AI decisions through intuitive rule-based tools. Its platform allows merchandisers to blend algorithmic product ranking with manual interventions - boosting new arrivals, pinning hero products, or demoting out-of-stock items. Attraqt is well suited to retailers where the merchandising team needs to stay closely involved in digital product presentation rather than delegating fully to the algorithm.

Akeneo is a Product Information Management (PIM) platform that provides the product data foundation on which effective ecommerce merchandising depends. It centralises, enriches, and distributes product content across channels - ensuring that product descriptions, attributes, images, and specifications are accurate and consistent wherever they appear. Akeneo is widely used by mid-to-large retailers and manufacturers managing complex product catalogues across multiple channels and markets. Strong product data is a prerequisite for AI-driven merchandising to work effectively.

Plytix is a PIM platform designed specifically for small and mid-market brands and retailers, providing product data management and channel syndication in a more accessible format than enterprise PIM tools. It covers product enrichment, asset management, and distribution to ecommerce channels and retail partner portals. Plytix is well suited to brands managing product content across multiple retail partners and ecommerce marketplaces. Its collaborative interface and fast onboarding make it a practical starting point for businesses outgrowing spreadsheet-based product management.

Hypersonix is an AI-powered pricing and revenue intelligence platform for retail and ecommerce, covering competitive price monitoring, dynamic pricing, and promotion optimisation. Its AI models analyse competitor pricing, demand signals, and margin data to recommend pricing actions that protect margin without sacrificing volume. Hypersonix is well suited to multi-channel retailers where pricing decisions across online and physical channels need to be coordinated. It integrates with major ecommerce and ERP platforms to action pricing decisions without manual intervention.

Profitero is a digital shelf analytics platform that monitors ecommerce product performance across major retail marketplaces and online grocery platforms, tracking metrics such as search rank, content quality, ratings, and availability. It is designed for consumer goods brands selling through third-party ecommerce channels who need visibility of how their products are performing on the digital shelf relative to competitors. Profitero's AI surfaces actionable recommendations for improving search rank and content quality. It is widely used by FMCG and consumer goods brands managing large portfolios across multiple retail partners.

Ready to shortlist merchandising software vendors?

The Technology Matchmaker Service brings the leading platforms to you. Viewpoint Analysis writes your Challenge Brief and invites the most relevant vendors to pitch - so you reach a qualified shortlist without the legwork.

How to Select Merchandising Software

Selecting a merchandising platform requires clarity on which planning functions matter most for your specific retail model before evaluating vendors. The category is broad enough that the right choice for a grocery retailer managing high-frequency replenishment across hundreds of stores is unlikely to be the right choice for a DTC fashion brand planning a seasonal assortment. Five areas deserve careful evaluation.

First, define the scope of the problem. Merchandising software covers financial planning, assortment, allocation, replenishment, pricing, space planning, and digital product discovery - but most organisations have a primary challenge rather than a need to replace everything simultaneously. Starting with the function where the current process is most broken or most manual will produce faster ROI than trying to transform every planning function at once.

Second, assess channel fit. Physical retail planning and ecommerce merchandising have different tooling requirements. Some platforms are built for the store environment and treat digital as a secondary channel; others are built natively for ecommerce with physical retail as an afterthought. For omnichannel retailers, the ability to plan and optimise inventory as a single pool across all channels is a material differentiator - and not all platforms deliver this equally.

Third, evaluate data and integration requirements. Merchandising platforms need clean, timely data from ERP, POS, ecommerce, and supplier systems to function effectively. Platforms that require significant data transformation or manual data loading will consume more resource than the efficiency gains they produce. Scrutinise integration depth with your specific ERP and ecommerce platform carefully, and look for references from retailers running a comparable technology stack.

Fourth, consider the balance between automation and merchandiser control. The best AI merchandising platforms automate routine decisions while giving planners clear visibility and control over what the system is doing and why. Platforms that operate as black boxes - where the AI makes decisions without explanation - tend to generate low trust and low adoption among experienced merchandising teams. Test explainability during any proof of concept.

For a structured evaluation, the Rapid RFI from Viewpoint Analysis provides a fast way to assess the market and get to a shortlist. The Rapid RFP then runs a lean selection process reaching a decision in weeks. For organisations under time pressure, the 30-Day Technology Selection delivers a final vendor decision in under a month.

The Enterprise Software Selection Playbook 2026 covers the full process from requirements through to contract.

Summary

The merchandising software market in 2026 spans a wide range of capability - from large enterprise retail planning suites covering the full merchandise lifecycle, to AI-native specialists focused on a single planning function, to ecommerce-first platforms built for digital product discovery and personalisation. There is no single platform that leads across every use case, which makes scope clarity the most important pre-evaluation decision a buyer can make.

Three takeaways stand out. First, channel strategy should drive platform choice - physical and digital merchandising have different tooling needs, and the best omnichannel platforms are those that treat inventory as a single pool across both. Second, AI effectiveness is directly proportional to data quality - investing in clean, timely product and sales data before deployment will produce better results than any platform feature. Third, merchandiser trust in the system matters as much as algorithmic capability - teams that understand and trust what the AI is doing will use it more effectively than those working around a black box.

How Viewpoint Analysis Can Help

Viewpoint Analysis offers a range of services to support buyers at every stage of the evaluation process, from initial market exploration through to final vendor selection. These include:

•       Free Longlist Builder - a personalised report covering the merchandising vendors most relevant to your retail model, channel mix, and planning requirements.

•       Help finding technology ideas - through our Finding Technology services, including the Innovation Series and Technology Matchmaker Service.

•       Viewpoint Analysis Technology Day - a structured day of vendor presentations built specifically around your merchandising challenge.

•       Technology selection support - including 30-Day Selection Processes, Rapid RFIs, and Rapid RFPs for teams that need an accelerated path to a vendor decision.

•       Stick or Switch Application Review - for organisations weighing whether to replace an existing merchandising tool or improve what they already have.

•       Purchase Assurance Service - independent validation once a vendor decision has been made, covering customer references, commercial review, and a 360-degree vendor assessment.

Work with Viewpoint Analysis

If you are currently evaluating merchandising software and would like an independent view of the market, or if you are a vendor in this space and would like to be considered for future content and matchmaking opportunities, we would be glad to hear from you. Request a call and a member of the Viewpoint Analysis team will be in touch.