Assortment AI

Category management and virtual store solutions

Scale category and sales performance across SKUs, retailers, and channels with XTEL Assortment AI booster. Optimize assortment and use virtual reality to reveal shopping behaviors and bring recommendations to life.

AI-powered assortment planning and analysis

Generate faster, automated insights with AI-assisted planning and analysis, enabling more teams to turn complex data into high-impact commercial decisions with less manual effort.

Data agnostic, built to prove incrementality

Harmonize multiple data sources into a single, consistent view to create dynamic, unbiased category insights and identify the SKUs delivering truly unique, incremental value to shoppers.

Virtual reality concept validation

Recreate real-world shelves in 150+ virtual store environments, validate assortment, merchandising, understand shopper decisions, tell a clearer story to stakeholders and retail partners

XTEL Assortment AI booster

Make better assortment and space decisions, faster, and communicate them with impact.

What you can do with Assortment AI + Virtual Reality

AI-powered assortment planning and analysis
  • Accelerate category planning cycles with automated insights
  • Make advanced analytics accessible across business users
  • Shift from static reporting to decision-ready outputs
Assortment AI
Assortment AI
  • Evaluate assortment choices through an incrementality-led lens
  • Scale performance across SKUs, retailers, and channels
  • Prioritize actions that deliver measurable incremental value
  • Highlight items that add distinct shopper value vs. substitutes
  • Support rationalization and expansion decisions with objective evidence
  • Improve assortment decisions with clear SKU roles and contribution

Data improvement

  • Auto flagging: shift, add missing, delete cancelled promotions or change promo length)
  • AI Baselines/ Modelling: baseline aggregation, new sub-categories, distribution changes, output validation
  • Allocation: event, quantities, rates, cost spreading down to PPG/ event level, sell-out period alignment
  • Align recommendations with shopper needs and category strategy
  • Support growth and rationalization scenarios with transparent trade-offs
  • Bring retailer-ready outputs to joint business planning conversations
  • Test and refine concepts in realistic store environments
  • Present recommendations with greater clarity and engagement
  • De-risk execution by validating concepts before rollout
  • Understand how shoppers choose products in a category

Two capabilities, one category growth solution

Assortment decisions grounded in incrementality—designed to scale across your business.

Category Management

Assortment decisions grounded in incrementality—designed to scale across your business.

Key outcomes:

  • Drive category growth by prioritizing SKUs that add sales, reduce cannibalization and rationalise low-value assortments .
  • Identify distribution gaps and range expansion opportunities
  • Improve shelf productivity and space allocation through planogram recommendations
  • Make faster decisions with integrated shopper, POS, and syndicated data

Virtual reality validation

Bring category and in-store concepts to life—then validate them in immersive virtual environments.

Key outcomes:

  • Visualize shelf and store changes before you execute
  • Test new concepts and strengthen stakeholder buy-in
  • De-risk growth initiatives with virtual validation
  • Deliver more engaging, memorable storytelling for customers and internal teams
  • Generate a Shopper Decision Tree (SDT) that depicts how shoppers prioritize products

Ready to make assortment decisions with confidence?

Reach out today to make your optimized category decisions come to life in the store.

Why global teams rely on XTEL Assortment AI

Proven incremental category growth, at scale

Incrementality-led decision-making applied across SKUs, retailers, and channels.

Increased value with data-agnostic insights

Harmonized data sources to create unbiased category intelligence.

Valid concepts, ready for execution

Interactive virtual stores to test, refine, and present concepts with greater confidence.

Discover the XTEL Revenue Management Platform

AI solutions to achieve successful commercial execution at an enterprise scale.

Our experience, your success

From thought leadership to real-life case studies, explore how XTEL can help you succeed.