# Best Retail Assortment Planning Software - Page 5

## 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 Business Network

SAP Business Network is the world’s largest B2B trading partner platform supporting more than $7 trillion in annual transactions across procurement, supply chain, logistics, and asset management processes. SAP Business Network closes the break points between buyers and suppliers by enabling transaction exchange, information sharing, and trading partner discovery, leveraging AI and configurable business rules. This helps companies gain greater visibility into their supply chain, increase operational efficiency, and ensure compliance. The network provides real-time visibility into transactions, inventory, quality, and logistics, ensuring continuous collaboration between partners.

[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=2026-07-27T21%3A41%3A16Z&secure%5Bdisplayable_resource_id%5D=1496&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=1496&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1284493&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%3Fpage%3D5%26source%3Dsearch&secure%5Btoken%5D=d99433af2b1877385edea0294096f2534716977729daca9a8f838046b135355f&secure%5Burl%5D=https%3A%2F%2Fwww.sap.com%2Fcmp%2Fdg%2Funlocking-the-business-value-of-sap-business-network%2Findex.html%3Fcampaigncode%3DCRM-YD25-DSC-407943%26source%3DSBN-click-campaign-G2&secure%5Burl_type%5D=custom_url)

### [Mi9 Merchandise Management](https://www.g2.com/products/mi9-merchandise-management/reviews)

The only merchandising system developed from the ground up to include a fully-integrated business intelligence system.

#### Who Is the Company Behind Mi9 Merchandise Management?

- **Seller:** [Mi9 Retail](https://www.g2.com/sellers/mi9-retail)
- **Year Founded:** 1985
- **HQ Location:** Montreal, CA
- **Twitter:** @RaymarkRetail (799 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/28663 (73 employees on LinkedIn®)

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

Nextail is the smart merchandising platform for fashion retail. We help brands make faster, data-driven decisions using AI and automation — turning slow, reactive processes into fast, predictive ones. From demand forecasting to inventory allocation, Nextail empowers planning teams to improve product availability, reduce overstock, and boost margins. Trusted by leading retailers like River Island, Guess and Hackett, our platform replaces outdated systems with agile tools built for the speed of modern retail. The result? Smarter decisions, leaner operations, and more sustainable outcomes.

#### Who Is the Company Behind Nextail?

- **Seller:** [Nextail](https://www.g2.com/sellers/nextail)
- **Year Founded:** 2014
- **HQ Location:** Oria, Andalusia, Spain
- **LinkedIn® Page:** https://www.linkedin.com/company/nextaillabs (86 employees on LinkedIn®)

### [Nielsen Assortment and Space Optimization (ASO)](https://www.g2.com/products/nielsen-assortment-and-space-optimization-aso/reviews)

Unlock growth at the shelf with a cloud-based way to position your assortment for better ROI

#### Who Is the Company Behind Nielsen Assortment and Space Optimization (ASO)?

- **Seller:** [Nielsen](https://www.g2.com/sellers/nielsen)
- **HQ Location:** New York, NY
- **Twitter:** @Nielsen (182,466 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1714/ (29,093 employees on LinkedIn®)
- **Ownership:** NYSE:NLSN
- **Total Revenue (USD mm):** $6,290

### [Peak](https://www.g2.com/products/peak-peak/reviews)

Peak's AI platform optimizes inventories, pricing and customer personalization for businesses of all sizes. The platform provides a broad feature set that enables technical and commercial teams to build, deploy and manage AI applications at scale across an entire business. It also features a library of AI applications that fit a variety of use cases across sectors including consumer goods, retail and manufacturing. These applications allow users to rapidly apply AI to deliver on commercial objectives, while giving them the tools they need to extend their use of it over time.

**Average Rating:** 4.6/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate Peak?

- **Ease of Use:** 9.4/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Peak?

- **Seller:** [Peak](https://www.g2.com/sellers/peak)
- **Year Founded:** 2015
- **HQ Location:** Greater Manchester, England, United Kingdom
- **Twitter:** @Peak\_HQ (6,565 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/peak-ai/ (290 employees on LinkedIn®)

#### Who Uses This Product?

- **Company Size:** 80% Large, 20% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users benefit immensely from the **AI integration** in Peak, enhancing inventory management and customer segmentation capabilities.
- Users value the **customizability** of Peak, enabling tailored AI solutions like inventory management and customer segmentation.
- Users benefit from Peak's **innovative AI modules** , particularly in inventory management and customer segmentation.
- Users find Peak's **AI-driven inventory management** effective, enhancing their operational efficiency and meeting diverse demands.
- Users benefit greatly from Peak's **effective AI platform** , particularly its pre-built modules for inventory and customer management.

##### Cons

- Users find **complex automation** challenging, as it limits customization to meet specific business needs effectively.
- Users find **complexity in automation** , limiting flexibility and specificity for their unique business needs and data.
- Users find **data management issues** with Peak, citing constraints in flexibility and automation for specific business needs.
- Users find the **feature limitations** hinder the customization and automation needed for their specific business requirements.
- Users find the **lack of flexibility** in Peak's features limits customization for specific business needs.

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

**["Great to partner with on a project"](https://www.g2.com/survey_responses/peak-review-2509116)**

**Rating:** 5.0/5.0 stars

_— Sam W._

[Read full review](https://www.g2.com/survey_responses/peak-review-2509116)

**["Smart deals are easy to hook up"](https://www.g2.com/survey_responses/peak-review-10354418)**

**Rating:** 4.5/5.0 stars

_— Aditya I._

[Read full review](https://www.g2.com/survey_responses/peak-review-10354418)

### [Prisma Retail](https://www.g2.com/products/prisma-retail/reviews)

Prisma Retail is a cloud-based commercial intelligence platform designed to help retailers and manufacturers make faster, data-driven, and more profitable decisions across their operation. Our technology combines artificial intelligence, machine learning, and configurable business rules to turn millions of data points into clear actions — from pricing and assortment to promotions, space planning, and in-store execution. What Prisma offers \*Pricing Optimization\* Analyze internal data (sales, margins, stock) and external signals (competitor prices, market conditions) to optimize prices at product, store, or cluster level. - Define pricing rules based on margin and competitiveness - Automate large-scale decisions, no spreadsheets required - Simulate pricing scenarios and measure business impact \*Assortment Optimization\* Plan more efficient assortments per store and category. - Identify underperforming products and cannibalization - Suggest additions, removals, or substitutions by cluster - Manage the full assortment lifecycle to minimize losses \*Promotions Management\* Speed up promotional planning with AI-driven suggestions tailored to real performance. - Agilize end-to-end promo management with data-backed recommendations - Optimize promotion mechanics to increase foot traffic and average ticket - Measure real impact to adjust strategies over time \*Space & Planogram Management\* Generate and manage planograms with precision and control. - Create store-specific planograms at scale - Validate layouts automatically based on brand logic and sales data - Ensure in-store execution with AI-based compliance checks — including detection of missing facings, misplaced products, and space deviations \*Product Data Enrichment (Item Master)\* Automate and improve product classification and data quality. - Use AI to assign product attributes accurately - Streamline product onboarding - Maintain data consistency across all systems \*Retail Execution (Mystery Shopper)\* Capture structured pricing and product presence directly from stores. - Assign in-store data collection tasks to your team - Validate shelf prices against your pricing strategy - Feed captured data back into the pricing module \*Prisma Copilot (AI Assistant)\* A conversational assistant to explore your commercial data and KPIs. - Ask questions in natural language - Get immediate answers without waiting for analysts - Empower commercial teams with on-demand insights Who we work with Prisma is trusted by leading retailers across Latin America, including supermarkets, convenience stores, pharmacies, and wholesalers. The platform is adaptable to different formats, store structures, and regional needs. Integrations We integrate seamlessly with ERPs, pricing systems, spreadsheets, BI platforms, and more. Our onboarding process is guided by our specialized implementation team to ensure fast time-to-value.

#### Who Is the Company Behind Prisma Retail?

- **Seller:** [Prisma Holdings](https://www.g2.com/sellers/prisma-holdings)
- **Year Founded:** 2016
- **HQ Location:** Wilmington, US
- **LinkedIn® Page:** https://www.linkedin.com/company/prismaretail/ (87 employees on LinkedIn®)

### [ReadySet](https://www.g2.com/products/readyset-readyset/reviews)

ReadySet is an immersive, all-in-one VR software for product manufacturers, retailers and researchers to innovate. It is designed to assist in the retail planning process by allowing clients to easily build, manage, and study retail innovations in virtual reality. ReadySet offers a 3D product model library, virtual retail environments, planogramming capabilities and eye tracking market research solutions.

#### Who Is the Company Behind ReadySet?

- **Seller:** [ReadySet](https://www.g2.com/sellers/readyset)
- **Year Founded:** 2020
- **HQ Location:** De Pere , US
- **LinkedIn® Page:** http://www.linkedin.com/company/readysettechnologies (14 employees on LinkedIn®)

#### Who Uses This Product?

- **Company Size:** 100% Small

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

**["Powerful SQL Caching"](https://www.g2.com/survey_responses/readyset-review-10399085)**

**Rating:** 5.0/5.0 stars

_— Mohit K._

[Read full review](https://www.g2.com/survey_responses/readyset-review-10399085)

**["A Game Changer for Retailers"](https://www.g2.com/survey_responses/readyset-review-10397799)**

**Rating:** 5.0/5.0 stars

_— Prajwal G._

[Read full review](https://www.g2.com/survey_responses/readyset-review-10397799)

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

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.

#### Who Is the Company Behind RetailNorthstar?

- **Seller:** [RetailNorthstar](https://www.g2.com/sellers/retailnorthstar)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/retailnorthstar/ (1 employees on LinkedIn®)

### [Saferock netVantage](https://www.g2.com/products/saferock-netvantage/reviews)

Saferock netVantage netVantage for retailers is a complete ad production solution

#### Who Is the Company Behind Saferock netVantage?

- **Seller:** [Saferockeducation](https://www.g2.com/sellers/saferockeducation)
- **HQ Location:** N/A
- **LinkedIn® Page:** http://www.linkedin.com/company/saferock-education (1 employees on LinkedIn®)

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

Shelfbucks enables CPG's and retailers to measure, manage and improve the effectiveness of in-store product merchandising programs.

#### Who Is the Company Behind Shelfbucks?

- **Seller:** [Shelfbucks](https://www.g2.com/sellers/shelfbucks)
- **Year Founded:** 2013
- **HQ Location:** Austin, US
- **LinkedIn® Page:** http://www.linkedin.com/company/shelfbucks (4 employees on LinkedIn®)

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

SizeSmart empowers you to perfect size curves and maximize profitability by eliminating stockouts and excess inventory with AI-powered precision. -Evaluate the Efficacy of Your Current Size Curves -Accurately Predict and Plan for Near-, Mid-, and Long-Term Size Curves -Identify the Causes of Curve-Sales Imbalances and Resolve Them -Automatically Generate Size Curves for Upcoming Buys and Allocations -Establish New, Effective Size Curves for Current Use

#### Who Is the Company Behind SizeSmart?

- **Seller:** [Impact Analytics](https://www.g2.com/sellers/impact-analytics)
- **Year Founded:** 2015
- **HQ Location:** New York, US
- **LinkedIn® Page:** https://in.linkedin.com/company/impact-analytics (786 employees on LinkedIn®)

### [StayinFront TouchCG](https://www.g2.com/products/stayinfront-touchcg/reviews)

StayinFront TouchCG® is a powerful, role-based retail execution and selling tool that enables field teams, including merchandisers, distributors, pre-sales and van and delivery drivers, to do more on every visit, know more about their customers and sell more effectively. Reps efficiently complete tasks, verify compliance and record competitive activities. Store data and photos are uploaded to the home office, allowing management to quickly identify trends, opportunities and issues, and push out new actions to the field. Bulky binders and static sell sheets are replaced with StayinFront PitchBook® , which enables reps to launch targeted, fact-based sales pitches.

#### Who Is the Company Behind StayinFront TouchCG?

- **Seller:** [StayinFront](https://www.g2.com/sellers/stayinfront)
- **HQ Location:** Fairfield, US
- **Twitter:** @StayinFront (800 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/stayinfront/ (330 employees on LinkedIn®)

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

STOREE was founded with the desire to help every retailer maximize the value of every product in any store across the chain, and to pioneered a new way of management to the industry. We developed an automated data-driven task management tool named Store-E, which explicitly designed for retailers to guides all managers to excellence. The platform is based on an algorithm that is autonomously detecting, forecasting, and alerting on incidents that impact revenues, on a store level, and dramatically enhancing performance. It empowers the HQ to set the right rules and manage an unlimited number of stores and employees remotely, centralize all communications, tasks, and insights into one personalized news feed, and guarantee all store are track fulfilling its potentia

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind STOREE?

- **Seller:** [Storee](https://www.g2.com/sellers/storee-9cc64c5a-ef73-4be9-a39a-d8a0912e1a60)
- **LinkedIn® Page:** https://www.linkedin.com/company/storee-ai/

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

**["STOREE"](https://www.g2.com/survey_responses/storee-review-7373934)**

**Rating:** 5.0/5.0 stars

_— Verified User_

[Read full review](https://www.g2.com/survey_responses/storee-review-7373934)

### [ToolsGroup Merchandise Financial Planning](https://www.g2.com/products/toolsgroup-merchandise-financial-planning/reviews)

Merchandise Financial Planning is a high-level approach to setting an organization's sales, margin and inventory targets. During this step in the retail planning process, merchandise planning teams can plan their business without getting caught up in the lower-level details of the product hierarchy.

#### Who Is the Company Behind ToolsGroup Merchandise Financial Planning?

- **Seller:** [ToolsGroup B.V.](https://www.g2.com/sellers/toolsgroup-b-v)
- **Year Founded:** 1993
- **HQ Location:** Boston, MA
- **Twitter:** @ToolsGroup (2,825 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/toolsgroup/ (322 employees on LinkedIn®)

### [ToolsGroup Retail Planning](https://www.g2.com/products/toolsgroup-retail-planning/reviews)

To win amid today’s uncertain supply and demand, retailers need the ability to plan and optimize constrained supply and stock the right products in the right location at the right time to maximize sales and margin. ToolsGroup Retail Planning offers critical assortment planning, dynamic allocation, and pricing and promotion management capabilities to help retailers fulfill customer demands while increasing revenue and profits.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### Who Is the Company Behind ToolsGroup Retail Planning?

- **Seller:** [ToolsGroup B.V.](https://www.g2.com/sellers/toolsgroup-b-v)
- **Year Founded:** 1993
- **HQ Location:** Boston, MA
- **Twitter:** @ToolsGroup (2,825 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/toolsgroup/ (322 employees on LinkedIn®)

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of ToolsGroup Retail Planning?

**["Retail Planning"](https://www.g2.com/survey_responses/toolsgroup-retail-planning-review-7587210)**

**Rating:** 5.0/5.0 stars

_— Ihtisham A._

[Read full review](https://www.g2.com/survey_responses/toolsgroup-retail-planning-review-7587210)

### [Vision Group Retail](https://www.g2.com/products/vision-group-retail/reviews)

Vision Group Retail is a retail execution and category management software platform for consumer packaged goods manufacturers and retailers. The company is privately held, founded in 2016, and headquartered in Hauppauge, New York, with a registered office in Virginia and teams in around ten countries. Its technology uses computer vision and AI to turn images and data from stores into structured information that commercial, category, and operations teams can act on. The product family covers three main areas: planning, execution, and optimization of shelves and assets across large store networks. Key capabilities include: • Product digitization and digital image library for SKUs, including images, dimensions, and key attributes. • Space planning and planogram tools that build, edit, and convert layouts from product libraries, PDFs, and shelf photos. • Image recognition that reads shelf and cooler photos to detect product presence, facings, pricing, and basic compliance metrics. • IoT and autonomous retail modules that monitor connected equipment, such as branded coolers, to track status, activity, and basic stock levels. Customers use Vision Group Retail to connect retail plans with what actually happens in stores and to replace manual checks with near real time feedback from images and devices. Typical users include category managers, space planners, trade and revenue management teams, field sales and merchandising organizations, and retail operations and analytics teams at CPG manufacturers and retailers. The platform is generally adopted by large CPG manufacturers and retailers operating across many outlets that want a single environment for product data, shelf planning, execution tracking, and basic performance analysis.

#### Who Is the Company Behind Vision Group Retail?

- **Seller:** [Vision Group Retail](https://www.g2.com/sellers/vision-group-retail)
- **HQ Location:** New York, US
- **LinkedIn® Page:** https://www.linkedin.com/company/visiongroupretail/ (548 employees on LinkedIn®)

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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