Assortment.AI

Overview

Assortment.AI is Vision Group’s retail planning product for modeling changes to product mix, shelf space, and merchandising. It is best suited to category and space-planning teams working across varied stores. Its strongest case is store-specific forecasting tied to demand shifts; buying starts with a demo and custom pricing.

Key features

Compare store and regional scenarios

Teams can assess assortment, space, and merchandising changes across stores or regions, applying their own rules, limits, and goals. Forecasts estimate revenue, volume, and holding capacity against store-specific conditions, with recommendations organized by store cluster. That makes the product a stronger fit for retailers whose locations differ meaningfully than for businesses that use one uniform assortment everywhere.

Track where demand moves

When a SKU is added or removed, Assortment.AI models whether demand may shift to another product, a competitor, or out of the category. The models draw on actual movement data, consumer decision trees, transfer rates, product data, and shelf constraints. This wider view can help planners weigh the consequences of a change across a category; the output still depends on the quality of the retailer’s inputs and assumptions.

Connect planning to execution

Teams can send selected strategies to Space.AI for planogram generation or to execution systems. Vision Group says Assortment.AI decisions can inform Blue Yonder layouts, and its APIs let CPG brands retrieve simulation outputs for analytics workflows. That gives the planning work a route into downstream processes, though teams should confirm that their intended execution setup is covered.

Enterprise controls and support

Vision Group describes role-based access, audit trails with data provenance, enterprise data residency options, and explainable AI decisions. It says its platform is SOC 2 aligned and directs customers to request compliance documentation. Deployment includes continuous support, quarterly reviews, and model adjustments, which may suit organizations that want ongoing assistance as their planning models evolve.

Pricing

Assortment.AI is paid and has custom pricing. Vision Group invites prospective customers to book a demo, so teams should expect a sales-led evaluation rather than a self-serve purchase. Assortment Planning Optimisation is included in every deployment, not sold as a separate module. No seat counts, usage quotas, or trial terms are given.

Platforms

Assortment.AI is available on web and through an API. The API is relevant to CPG brands retrieving simulation outputs for analytics workflows; the web platform serves teams building and comparing scenarios.

Who it's for

Category management teams, space-planning specialists, and commercial directors are the stated users. The product is most compelling for retailers who need store-cluster recommendations and want to evaluate assortment changes before rollout. Teams seeking a published price, a self-serve trial, or planning centered on a uniform store range may find the demo-led, custom-priced model a poor fit.

Pros and cons

• Store-specific forecasts: Revenue, volume, and holding capacity estimates account for local conditions, supporting decisions across varied store clusters.
• Demand-transfer modeling: Scenario analysis includes possible shifts to other products, competitors, or category exit, giving planners a broader view of SKU changes.
• Execution connections: Selected strategies can flow to Space.AI or execution systems, with Blue Yonder layouts and API-based analytics also cited.
• Custom pricing and demo required: Buyers cannot assess cost from a public price, and must engage Vision Group to evaluate a purchase.
• Deployment support is ongoing: Continuous support and quarterly model reviews can help teams maintain their planning approach, but indicate a deployment with continuing vendor involvement.

Alternatives

Compare retail assortment planning software if you want to consider this product alongside other tools in the category.

• NIQ is another paid option, with apps for Android, iOS, web, and Windows as well as an API; consider it if that platform coverage better matches your team.
• SAS Federation Server is a paid option with API, Linux, self-hosted, web, and Windows platforms, and requires contacting SAS for pricing.
• Centric Planning & Pricing is a paid web product with pricing available by demo request.
• Circana Liquid Activation is a paid web product with a free trial.
• Increff Merchandising Software is a paid cloud SaaS product with a free trial and demo-based pricing.
• RELEX Demand Planning is a paid web product.
• Retalon Price Management and Optimization is a paid web product with pricing by demo request.
• Style Arcade is a paid web product whose pricing depends on estimated annual sales orders and the number of data sources.

Verdict

Assortment.AI is a strong candidate for retail teams that need to compare store-level assortment and shelf scenarios, forecast their effects, and model where demand may move. Its store-specific analysis and paths into planogram or execution workflows are the main reasons to choose it. Look elsewhere if you need transparent pricing or a self-serve evaluation before speaking with a vendor.