Best Retail Assortment Planning Software - Page 3

How Many Retail Assortment Planning Software Products Does G2 Track?

Total Products under this Category: 78

Category Stats (Oct 2026)

  • Average Rating: 4.5/5 (↑0.01 vs Sep 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Blue Yonder Retail Planning & Category Management (+4.7%) - Among all products in this category, Blue Yonder Retail Planning & Category Management recorded the largest rating increase compared to last month

Last updated: October 01, 2026

How Does G2 Rank Retail Assortment Planning Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 1,200+ Authentic Reviews
  • 78+ 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

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

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

MakerSights

MakerSights is the only assortment management workspace, empowering retail brands to take a consumer-obsessed approach to product strategy and enabling them to create more products that people love – and less of what they don’t. The MakerSights Workspace unites cross-functional teams, from design and product to merchandising and consumer insights to test ideas and in-development products with target consumers at scale. Leveraging interactive, purpose-built retail analytics and dashboards, teams are able to quickly analyze consumer data, instantly share insights with stakeholders, and make data-informed decisions that result in efficient, high-performing assortments.

Average Rating: 4.5/5.0

Total Reviews: 10

How Do G2 Users Rate MakerSights?

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

Who Is the Company Behind MakerSights?

  • Seller: MakerSights
  • Year Founded: 2015
  • HQ Location: San Francisco, California
  • Twitter: @MakerSights
    233 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 70% Small, 30% Medium

What Are Recent G2 Reviews of MakerSights?

Merchmix

merchmix is one platform for the whole of retail, built for retailers, brands, wholesalers and inventory-led businesses in fashion, pharmacy, general merchandise and grocery. From the first sketch to the last sale, teams plan, buy, source, ship, sell and see it all in one place, live, with an agent called yukti that does the work. Eight products, one subscription, each one aware of the others: forge for product development (PLM), core for merchandise planning (budgets, WSSI, OTB, ranges and sizes), core plus for allocation and planograms, beacon for suppliers, horizon for retail ERP, orbit for the warehouse (WMS), vertex for order management (OMS) and atlas for analytics. Approve a range and the purchase orders are ready. Ship an order and the plan already knows. Sales, stock and intake recalculate in seconds across every category, store and week, with no overnight batch and no report to build. yukti reads every season a business has traded and acts on what it finds: it rebalances stock between stores, raises replenishment, cuts purchase orders and creates new styles. Teams set the rules and approve, or let it run. Most retailers merchmix meets replace 10 or more systems and 50 or more spreadsheets. It is priced on stores, SKUs and the products turned on, with no per-seat fees, at around a tenth of the cost of enterprise suites. Retailers are typically live in 12 to 15 weeks, and anyone can start with a free six-week proof of concept on their own data, with no contract.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Merchmix?

  • Seller: Merchmix
  • Year Founded: 2024
  • HQ Location: Sydney, New South Wales, Australia
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Merchmix?

Omni-Channel Merchandising Solutions

Merchandising Insights Solution from IBM gives you deep behavioral insights into your customers' shopping patterns, allowing you and your trading partners to improve the effectiveness of your marketing initiatives and merchandising plans.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Omni-Channel Merchandising Solutions?

  • Ease of Use: 10.0/10 (Category avg: 9.1/10)
  • Export: 8.3/10 (Category avg: 8.8/10)
  • Shopper Loyalty: 8.3/10 (Category avg: 8.7/10)
  • Consumer Behavior: 6.7/10 (Category avg: 8.5/10)

Who Is the Company Behind Omni-Channel Merchandising Solutions?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • Twitter: @IBMSecurity
    74,660 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Omni-Channel Merchandising Solutions?

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Onebeat

Onebeat created an AI-driven retail technology that uses short-term predictions to translate customer behavior into real-time day-to-day actions that maximize sell-through and overall sales.

Average Rating: 4.5/5.0

Total Reviews: 3

How Do G2 Users Rate Onebeat?

  • Ease of Use: 10.0/10 (Category avg: 9.1/10)
  • Export: 6.7/10 (Category avg: 8.8/10)
  • Consumer Behavior: 6.7/10 (Category avg: 8.5/10)

Who Is the Company Behind Onebeat?

  • Seller: Onebeat
  • Year Founded: 2019
  • HQ Location: Tel Aviv, IL
  • LinkedIn® Page: www.linkedin.com
    153 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of Onebeat?

RetailNorthstar

RetailNorthstar.ai is a merchandising operating system designed specifically for apparel brands and retailers. The platform integrates assortment planning, merchandise financial planning, buying, allocation, pricing intelligence, and retail analytics into a single connected decision framework. RetailNorthstar replaces spreadsheet-based merchandising workflows and fragmented retail technology stacks with an intelligent, AI-driven planning environment. Merchandising teams can align strategy and execution across seasonal planning, channel planning, inventory optimization, and margin management. Built for mid-market apparel organizations and growth-stage retail companies, RetailNorthstar provides enterprise-grade planning capabilities with modern usability, faster implementation, and apparel-native workflows.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate RetailNorthstar?

  • Ease of Use: 10.0/10 (Category avg: 9.1/10)
  • Export: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind RetailNorthstar?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of RetailNorthstar?

SES-imagotag

The VUSION Retail IoT platform combines the most advanced Electronic Shelf Labels technology, IoT ultra low-power communication infrastructure, high resolution color displays, sensors, active NFC, ultra-high speed data transfer and LED-flashing, computer vision.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate SES-imagotag?

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

Who Is the Company Behind SES-imagotag?

  • Seller: ses imagotag
  • Year Founded: 1992
  • HQ Location: Nanterre, FR
  • LinkedIn® Page: www.linkedin.com
    871 employees on LinkedIn®
  • Ownership: EPA: SESL

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of SES-imagotag?

shopcloud

Complete Ecommerce solution for professionals. Software for online store with full shopping cart: Optimized solution for small and medium-sized enterprises, Optimized for Enterprise Ecommerce B2B, Optimized for search engines (SEO), Online store optimized for all devices (responsive design)

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate shopcloud?

  • Ease of Use: 8.3/10 (Category avg: 9.1/10)

Who Is the Company Behind shopcloud?

  • Seller: shopcloud
  • Year Founded: 1999
  • HQ Location: Landsberied, DE
  • Twitter: @ShopCloud_EN
    2,183 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About shopcloud?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use of Shopcloud to be excellent, making the design process enjoyable and straightforward.
  • Users find the AI & design features of Shopcloud easy to use and very effective.
  • Users find the simplicity of use in Shopcloud very beneficial, with minimal trouble in design and AI integration.

What Are Recent G2 Reviews of shopcloud?

Slim4

Slimstock: AI-powered supply chain planning software Slimstock is an award-winning, AI-powered supply chain planning software that helps retailers, wholesalers, distributors and manufacturers forecast demand accurately, optimise inventory and automate replenishment. Demand planning, inventory management, supply planning, production, pricing, category management and sales and operations planning (S&OP) all run on one connected platform. Your teams leave spreadsheets and manual planning behind and plan with confidence. Everyone works from the same live data, from commercial teams to supply chain planners. You see what's coming, spot stock issues before they cost you and protect service levels without tying up working capital. Integrated business planning (IBP) connects your strategic goals to what happens on the warehouse floor every day. The result is measurable business value. Slimstock customers can increase sales by up to 5%, reduce inventory by up to 30%, boost planning efficiency by up to 50%, eliminate waste by up to 50% and reduce stockouts by up to 50%. And we guarantee ROI within 12 months. AI and machine learning have been part of Slimstock since 2014, built into the platform rather than bolted on. AI demand forecasting improves forecast accuracy and takes routine planning work off your team's plate. Agentic workflows handle master data management, keeping product and supplier data accurate, and streamline supplier collaboration. Your planners spend their time on exceptions, strategic decisions and continuous improvement. Seven solution areas, one connected platform: - Demand Planning Forecast demand accurately with demand forecasting, demand sensing, customer and channel forecasting, and new product introduction (NPI) forecasting. - Inventory Management Keep the right stock in the right place with multi-echelon inventory optimisation (MEIO), auto replenishment, allocation, network balancing and fresh inventory optimisation. Optimised safety stock and inventory planning protect service levels while cutting excess stock across multi-location networks. - Supply Chain Planning Plan supply across your network with supply planning, purchase and supplier planning, distribution and network planning, and supply chain collaboration, so you can respond quickly when things change. - Production Match production to demand with production planning, production scheduling (APS), capacity and resource planning, and material and component planning (MRP). - Price & Promo Protect margins and grow revenue with price optimisation, promotional planning, and markdown and clearance pricing. - Category Management Build ranges that sell with assortment planning, range and category management, open-to-buy (OTB) and budget control, and product lifecycle management from launch to phase-out. - Strategic Business Planning Connect strategy to execution with integrated business planning (IBP), sales and operations planning (S&OP), sales and operations execution (S&OE), and scenario planning and simulation. One foundation under everything Every solution area runs on the same foundation: one codebase that Slimstock has built and grown since 1993, not assembled from acquisitions. Usability, workflows, data management, AI and ML, and performance at scale are the same wherever you start, and every improvement reaches every customer. Native ERP integration covers SAP, Oracle, Microsoft Dynamics, Salesforce and other systems, on a cloud-native architecture with enterprise-grade security. Our own consultants implement every project, from integration to go-live and beyond. There's no handover to a system integrator: the people who build the software stay with you until the results are delivered. And because we're employee-owned and independent, we plan for years, not quarters. More than 1,700 customers in 75 countries trust Slimstock to plan their supply chains. Advanced technology. Real people. Guaranteed results.

Average Rating: 4.7/5.0

Total Reviews: 18

How Do G2 Users Rate Slim4?

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

Who Is the Company Behind Slim4?

  • Seller: Slimstock
  • Company Website:
  • Year Founded: 1993
  • HQ Location: Deventer, NL
  • Twitter: @Slimstock
    622 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    639 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail
  • Company Size: 78% Medium, 22% Small

What Are Recent G2 Reviews of Slim4?

What Are G2 Users Discussing About Slim4?

VibeIQ

Vibe IQ is a pre-commerce cloud platform that brings together product teams, merchandising, and sales. Our mission is to empower end users with technology that enable connected creativity.

Average Rating: 3.0/5.0

Total Reviews: 1

Who Is the Company Behind VibeIQ?

  • Seller: VibeIQ
  • Year Founded: 2020
  • HQ Location: Boston, US
  • LinkedIn® Page: www.linkedin.com
    58 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

Visulon Visual Assortment

Visulon’s proven GoToMarket system for the world’s largest brand names accelerates their seasonal Line Planning, Visual Assortment Planning along with entirely data-driven SKU plans for margin, IMU, and target calculations. The cloud-based platform aggregates all product data/attributes and images in real-time for complex tasks of seasonal product releases for their global merchants and merchandisers. Visulon’s solutions platform offers real-time data integration from PLM, ERP, Supply Chain, DAM, Sales history using Rest APIs. Tommy Hilfiger, Puma, Calvin Klein, Coach, Levi’s, and more depend on Visulon for their B2B process automation.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Visulon Visual Assortment?

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

Who Is the Company Behind Visulon Visual Assortment?

  • Seller: Visulon
  • Year Founded: 2012
  • HQ Location: Portland, US
  • LinkedIn® Page: www.linkedin.com
    51 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Visulon Visual Assortment?

7thonline

Retail, eCommerce & Wholesale: Leading Cross-Channel Merchandise & Assortment Planning Solutions for Apparel, Footwear & Accessories Industries. Data-Driven, Demand-Driven, Cloud-Native SaaS powered by predictive analytics, statistical modeling, adaptive forecasting, ML, AI that is augmented by case-based reasoning. Since 1999, 7thonline has been an industry leader in merchandise planning and demand forecasting for global retailers and wholesale brands in the apparel/footwear/accessories industries. Our complete suite of merchandise and assortment management software solutions are specially designed to address the unique inventory and planning challenges facing the fashion industry. Customers such as, Patagonia, Tommy Hilfiger, Colony Brands, PVH, Michael Kors, Calvin Klein, Nautica and Bestseller are able to drive tangible benefits that include optimizing inventory, decreasing markdowns, increasing fill rate, and maximizing margins.

Who Is the Company Behind 7thonline?

Analyse2 Assortment Planning

Increase sales, profitability and shopper satisfaction with an optimal product mix

Who Is the Company Behind Analyse2 Assortment Planning?

  • Seller: Analyse
  • Year Founded: 2004
  • HQ Location: Espoo, FI
  • Twitter: @Analyse2Finland
    105 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    36 employees on LinkedIn®

Aptos Merchandising

This powerful retail solution enables you to align strategy with execution, deliver a strong brand message to your target customers, go faster through the merchandise lifecycle, deliver optimized assortments, and ensure that consumer demand is met across channels.

Who Is the Company Behind Aptos Merchandising?

  • Seller: Aptos
  • HQ Location: Alpharetta, US
  • Twitter: @Aptos_Retail
    1,784 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    730 employees on LinkedIn®

AssortSmart

AI-native AssortSmart optimizes localized store and channel assortments with precision, optimizing depth and breadth to drive higher inventory turns, boost gross margins, and significantly reduce markdowns. -ML-Driven Intelligent Clustering to Drive Customer-Centricity -Strategic Choice Count Recommendations -Product Rationalization Driven by Performance, Demand Transfer & Sustainability Scoring -Attribute Analysis & Automated Placeholder Recommendations -AI/ML New Product Forecasting -Initial Placeholder Images Using Computer Vision

Who Is the Company Behind AssortSmart?

Subhransu Sahu
SS
Researched and written by Subhransu Sahu
Updated October 3, 2024