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Consumer Retail

Top 10 Best Retail Store Planning Software of 2026

Discover top 10 retail store planning software for efficient layout & sales management. Explore now to find your ideal tool.

Min-ji Park

Min-ji Park

Feb 11, 2026

10 tools comparedExpert reviewed
Independent evaluation · Unbiased commentary · Updated regularly
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In dynamic retail environments, effective store planning is a cornerstone of driving sales, optimizing space, and enhancing customer engagement. With a spectrum of tools—from AI-driven planogramming to 3D visualization solutions—choosing the right software is pivotal, making this curated list essential for retailers aiming to streamline operations.

Quick Overview

  1. 1#1: dotactiv - Advanced planogramming software that optimizes retail shelf space, assortment planning, and merchandising layouts.
  2. 2#2: LEAFIO Shelf Efficiency - AI-powered planogram and shelf planning tool that automates optimization for maximum sales and space utilization.
  3. 3#3: Javain - Cloud-based planogram management system for macro space planning, fixture design, and visual merchandising.
  4. 4#4: Artiso Planogram 3D - 3D visualization software for creating realistic planograms, store layouts, and merchandising plans.
  5. 5#5: ProSpace by Quofore - Comprehensive retail space planning and planogramming solution for fixture layouts and store optimization.
  6. 6#6: Blue Yonder Space Planning - Enterprise-grade space management platform integrating planograms with supply chain and assortment planning.
  7. 7#7: RELEX Space Planning - AI-driven retail planning suite with advanced space allocation and planogram optimization features.
  8. 8#8: Oracle Retail Planning - Integrated merchandising and space planning tools for large-scale retail operations and layout efficiency.
  9. 9#9: SAP Retail Space Management - Enterprise software for assortment, space planning, and planogram execution in complex retail environments.
  10. 10#10: Infor Retail Space Optimization - Retail management solution with space planning capabilities for merchandising and store layout design.

We evaluated these tools based on functionality (including shelf optimization, assortment planning, and enterprise integration), usability, and overall value, ensuring a balanced selection of innovative, practical solutions.

Comparison Table

Retail store planning relies on specialized software, and this comparison table highlights key tools like dotactiv, LEAFIO Shelf Efficiency, Javain, Artiso Planogram 3D, ProSpace by Quofore, and more to help users assess functionality and fit. Readers will gain insights into features, usability, and retail-specific capabilities to identify the right solution for their operations.

1dotactiv logo9.5/10

Advanced planogramming software that optimizes retail shelf space, assortment planning, and merchandising layouts.

Features
9.8/10
Ease
8.7/10
Value
9.3/10

AI-powered planogram and shelf planning tool that automates optimization for maximum sales and space utilization.

Features
9.5/10
Ease
8.8/10
Value
9.0/10
3Javain logo8.4/10

Cloud-based planogram management system for macro space planning, fixture design, and visual merchandising.

Features
9.1/10
Ease
7.8/10
Value
8.2/10

3D visualization software for creating realistic planograms, store layouts, and merchandising plans.

Features
9.2/10
Ease
8.5/10
Value
8.0/10

Comprehensive retail space planning and planogramming solution for fixture layouts and store optimization.

Features
9.2/10
Ease
7.6/10
Value
8.1/10

Enterprise-grade space management platform integrating planograms with supply chain and assortment planning.

Features
9.2/10
Ease
7.4/10
Value
8.1/10

AI-driven retail planning suite with advanced space allocation and planogram optimization features.

Features
9.1/10
Ease
7.3/10
Value
7.8/10

Integrated merchandising and space planning tools for large-scale retail operations and layout efficiency.

Features
9.2/10
Ease
6.8/10
Value
7.5/10

Enterprise software for assortment, space planning, and planogram execution in complex retail environments.

Features
9.2/10
Ease
6.4/10
Value
7.3/10

Retail management solution with space planning capabilities for merchandising and store layout design.

Features
8.5/10
Ease
6.8/10
Value
7.2/10
1
dotactiv logo

dotactiv

specialized

Advanced planogramming software that optimizes retail shelf space, assortment planning, and merchandising layouts.

Overall Rating9.5/10
Features
9.8/10
Ease of Use
8.7/10
Value
9.3/10
Standout Feature

AI-powered Planogram Optimisation Engine (POE) that automatically generates sales-maximizing layouts from sales data and constraints

DotActiv is a premier retail store planning software specializing in planogramming, space optimization, and assortment planning to help retailers maximize sales and operational efficiency. It enables users to create data-driven planograms, simulate store layouts, and monitor compliance through advanced imaging technology. The platform integrates seamlessly with ERP and POS systems, providing actionable insights for category management and merchandising.

Pros

  • Comprehensive planogram automation with AI-driven optimization
  • Powerful compliance monitoring via image recognition
  • Robust analytics and integration capabilities for enterprise-scale operations

Cons

  • Steep learning curve for new users without training
  • High cost suitable mainly for mid-to-large retailers
  • Limited customization for niche industry needs

Best For

Enterprise retailers and CPG companies seeking advanced, scalable planogramming and space planning solutions.

Pricing

Custom enterprise pricing based on users and modules, typically starting at $5,000+/month for full suites.

Visit dotactivdotactiv.com
2
LEAFIO Shelf Efficiency logo

LEAFIO Shelf Efficiency

specialized

AI-powered planogram and shelf planning tool that automates optimization for maximum sales and space utilization.

Overall Rating9.2/10
Features
9.5/10
Ease of Use
8.8/10
Value
9.0/10
Standout Feature

AI Automatic Planogram Optimizer that generates sales-maximizing layouts from sales data, constraints, and inventory in minutes.

LEAFIO Shelf Efficiency is an AI-powered planogramming platform specialized in retail store planning and shelf space optimization. It automates the creation of data-driven planograms, analyzes product performance, and simulates layouts to maximize sales and minimize stockouts. The software provides 3D visualizations, assortment planning, and integration with inventory systems for efficient merchandising across physical and digital shelves.

Pros

  • AI-driven automatic planogram generation for optimal shelf layouts
  • Advanced 3D visualization and simulation tools
  • Strong integrations with ERP, POS, and inventory management systems

Cons

  • Pricing can be steep for small retailers
  • Initial setup requires detailed product data input
  • Advanced analytics may have a learning curve

Best For

Mid-to-large retail chains seeking AI-optimized shelf planning to boost sales efficiency.

Pricing

Custom quote-based pricing; starts around $300-500 per store/month for basic plans, scaling with features and store count.

3
Javain logo

Javain

specialized

Cloud-based planogram management system for macro space planning, fixture design, and visual merchandising.

Overall Rating8.4/10
Features
9.1/10
Ease of Use
7.8/10
Value
8.2/10
Standout Feature

AI-optimized store layout planner that simulates customer flow and sales impact in real-time

Javain is an AI-powered retail store planning software designed to optimize store layouts, inventory allocation, and labor scheduling for retail chains. It uses machine learning algorithms to analyze sales data, foot traffic, and market trends for site selection and assortment planning. The platform integrates with POS systems and provides real-time forecasting to enhance operational efficiency.

Pros

  • Advanced AI-driven predictive analytics for accurate forecasting
  • Seamless integration with major POS and ERP systems
  • Customizable dashboards for multi-store management

Cons

  • Steep learning curve for non-technical users
  • Limited customer support response times
  • Higher cost for smaller retailers

Best For

Mid-to-large retail chains seeking data-driven store optimization and scalability.

Pricing

Starts at $499/month for standard plan (up to 10 stores); enterprise custom pricing from $2,000/month.

Visit Javainjavain.com
4
Artiso Planogram 3D logo

Artiso Planogram 3D

specialized

3D visualization software for creating realistic planograms, store layouts, and merchandising plans.

Overall Rating8.7/10
Features
9.2/10
Ease of Use
8.5/10
Value
8.0/10
Standout Feature

Ultra-photorealistic 3D planograms that mimic actual store photography for precise merchandising previews

Artiso Planogram 3D is a specialized retail store planning software that enables users to create photorealistic 3D planograms for optimizing shelf layouts and store merchandising. It features drag-and-drop tools for product placement, automatic space optimization algorithms, and integration with ERP and PIM systems for seamless data import. The platform supports virtual store walkthroughs and generates compliance reports to ensure execution in physical stores.

Pros

  • Photorealistic 3D rendering for accurate visualization
  • Intuitive drag-and-drop interface with optimization tools
  • Robust integrations with retail management systems

Cons

  • Pricing can be steep for small retailers
  • Performance may lag on lower-end hardware
  • Advanced features require training

Best For

Mid-sized retail chains needing professional 3D planogramming for multi-store optimization.

Pricing

Subscription-based tiers starting at around €199/month for basic plans, scaling to custom enterprise pricing.

5
ProSpace by Quofore logo

ProSpace by Quofore

specialized

Comprehensive retail space planning and planogramming solution for fixture layouts and store optimization.

Overall Rating8.5/10
Features
9.2/10
Ease of Use
7.6/10
Value
8.1/10
Standout Feature

Patented AI optimization engine that automatically generates and refines planograms for maximum sales potential

ProSpace by Quofore is a sophisticated 3D retail store planning software designed to optimize store layouts, planograms, and merchandising strategies for retail chains. It leverages AI-driven algorithms for automated fixture placement, assortment planning, and space utilization analysis. The platform provides real-time collaboration and visualization tools to streamline the store design process from concept to implementation.

Pros

  • Advanced 3D visualization and real-time rendering
  • AI-powered optimization for space and assortment
  • Seamless integration with ERP and inventory systems

Cons

  • Steep learning curve for new users
  • Enterprise pricing may deter smaller retailers
  • Limited out-of-the-box templates for niche fixtures

Best For

Mid-to-large retail chains with complex store networks needing precise, data-driven space planning.

Pricing

Custom enterprise pricing upon request, typically annual subscriptions starting at $10,000+ based on store count and features.

6
Blue Yonder Space Planning logo

Blue Yonder Space Planning

enterprise

Enterprise-grade space management platform integrating planograms with supply chain and assortment planning.

Overall Rating8.5/10
Features
9.2/10
Ease of Use
7.4/10
Value
8.1/10
Standout Feature

AI-powered auto-planogramming that generates optimized layouts from sales and assortment data in minutes

Blue Yonder Space Planning is an enterprise-grade retail solution that uses AI, machine learning, and advanced optimization algorithms to design and manage planograms, allocate shelf space, and optimize store layouts across multi-format stores. It integrates merchandising data, sales analytics, and supply chain insights to maximize space utilization, boost sales, and improve shopper experiences. The platform supports 3D visualization and automation for rapid iteration on store designs, making it ideal for large-scale retail operations.

Pros

  • Powerful AI-driven optimization for planograms and space allocation
  • Seamless integration with Blue Yonder's supply chain and assortment tools
  • Advanced 3D visualization and simulation for accurate store modeling

Cons

  • Steep learning curve and complex implementation for non-enterprise users
  • High cost suitable only for large retailers
  • Limited flexibility for small or independent stores

Best For

Enterprise-level retail chains with complex, multi-store operations needing data-driven space optimization.

Pricing

Custom enterprise pricing, typically starting at $100,000+ annually based on store count and modules.

7
RELEX Space Planning logo

RELEX Space Planning

enterprise

AI-driven retail planning suite with advanced space allocation and planogram optimization features.

Overall Rating8.2/10
Features
9.1/10
Ease of Use
7.3/10
Value
7.8/10
Standout Feature

AI-driven automated planogram optimization that dynamically adjusts layouts for sales uplift using integrated forecasting data

RELEX Space Planning is an AI-driven retail store planning software that optimizes shelf space allocation, planograms, and merchandising strategies using advanced forecasting and demand data. It automates planogram generation, assortment planning, and fixture layouts to maximize sales and minimize stockouts across store networks. Integrated within the RELEX unified retail platform, it enables seamless data flow from supply chain to store execution for large-scale retailers.

Pros

  • AI-powered optimization for planograms and space allocation based on real-time demand forecasts
  • Seamless integration with RELEX supply chain and replenishment modules
  • Scalable for multi-store chains with strong analytics and reporting

Cons

  • Steep learning curve and complex implementation for non-enterprise users
  • High cost unsuitable for small retailers
  • Limited customization flexibility without professional services

Best For

Large retail chains with complex store networks needing integrated space planning and supply chain optimization.

Pricing

Custom enterprise pricing, typically subscription-based starting at $50,000+ annually depending on store count and modules.

Visit RELEX Space Planningrelexsolutions.com
8
Oracle Retail Planning logo

Oracle Retail Planning

enterprise

Integrated merchandising and space planning tools for large-scale retail operations and layout efficiency.

Overall Rating8.2/10
Features
9.2/10
Ease of Use
6.8/10
Value
7.5/10
Standout Feature

AI-powered cluster segmentation and 3D space planning for hyper-personalized store assortments and layouts

Oracle Retail Planning is an enterprise-grade suite of tools designed to optimize retail store planning, including assortment planning, space allocation, merchandise optimization, and demand forecasting. It uses advanced AI and analytics to enable retailers to create tailored store clusters, plan shelf space efficiently, and allocate inventory across locations. Integrated within the broader Oracle Retail ecosystem, it supports end-to-end operations from planning to execution for large-scale retail environments.

Pros

  • Advanced AI-driven forecasting and assortment optimization
  • Seamless integration with Oracle's ERP, POS, and supply chain tools
  • Scalable for global enterprises with multi-store, multi-channel support

Cons

  • Steep learning curve and complex setup requiring expert consultants
  • High implementation costs and long deployment timelines
  • Less intuitive interface compared to modern SaaS alternatives

Best For

Large enterprise retailers with complex, multi-location operations needing deeply integrated planning capabilities.

Pricing

Custom enterprise licensing; subscription-based starting at $100K+ annually, scaling with modules, users, and store count—contact Oracle for quotes.

9
SAP Retail Space Management logo

SAP Retail Space Management

enterprise

Enterprise software for assortment, space planning, and planogram execution in complex retail environments.

Overall Rating8.1/10
Features
9.2/10
Ease of Use
6.4/10
Value
7.3/10
Standout Feature

AI-powered auto-planogramming that optimizes shelf space for sales uplift using predictive analytics

SAP Retail Space Management is an enterprise-grade solution designed for optimizing retail store layouts, planograms, and product assortments. It enables retailers to create detailed 3D visualizations, simulate shelf arrangements, and use AI-driven algorithms to maximize space utilization and sales performance. Integrated within the SAP ecosystem, it supports data-driven decisions from assortment planning to in-store execution across multi-format stores.

Pros

  • Deep integration with SAP ERP and retail modules for seamless data flow
  • Advanced AI and optimization tools for planogram creation and space allocation
  • Scalable 3D visualization supporting complex multi-store environments

Cons

  • Steep learning curve and complex setup requiring specialized training
  • High upfront implementation and licensing costs
  • Less intuitive interface compared to modern SaaS alternatives

Best For

Large enterprise retailers with existing SAP infrastructure needing robust, scalable store planning across global chains.

Pricing

Custom enterprise licensing with quotes starting at $100,000+ annually, plus implementation fees.

10
Infor Retail Space Optimization logo

Infor Retail Space Optimization

enterprise

Retail management solution with space planning capabilities for merchandising and store layout design.

Overall Rating7.8/10
Features
8.5/10
Ease of Use
6.8/10
Value
7.2/10
Standout Feature

Prescriptive analytics engine that simulates thousands of layout scenarios to recommend optimal space allocations for sales maximization

Infor Retail Space Optimization is an advanced retail store planning software that leverages AI and analytics to optimize planograms, shelf space allocation, and store layouts for maximum sales performance. It automates assortment planning, fixture modeling, and merchandising decisions while integrating with Infor's broader ERP and retail management suite. The tool provides predictive insights into sales lift from layout changes, enabling data-driven store design across multiple formats and locations.

Pros

  • Powerful AI-driven optimization for planograms and space allocation
  • Seamless integration with Infor's retail ecosystem
  • Robust analytics for sales forecasting and performance simulation

Cons

  • Steep learning curve and complex setup for non-experts
  • High implementation costs and customization needs
  • Less intuitive interface compared to cloud-native competitors

Best For

Enterprise retailers with complex store networks needing integrated, scalable space planning within an Infor environment.

Pricing

Enterprise licensing with custom pricing; typically $100K+ annually based on store count and modules, plus implementation fees.

Conclusion

In the competitive realm of retail store planning, the top tools deliver innovative solutions to enhance efficiency and sales. Leading the way is dotactiv, whose advanced planogramming and space optimization features solidify its position as the top choice. Close contenders LEAFIO Shelf Efficiency and Javain offer exceptional AI-driven capabilities, each tailored to distinct needs, making them strong alternatives for diverse retail operations.

dotactiv logo
Our Top Pick
dotactiv

Elevate your retail space today—start with dotactiv to streamline assortment planning, maximize shelf utilization, and drive better results for your business.