Reduce Assortment Complexity Without Reducing Sales
Rudder Analytics designs assortment frameworks that focus on productive SKUs, protect margin, and release working capital.
The Assortment Problem Behind
Stockouts and Excess
Too many SKUs
Competing for the same demand, while core products run short.
Assortment Uniformity
The same assortment across very different stores, regions, or customer segments.
No Clear Visibility
No clear view of which products are traffic drivers, margin drivers, or long-tail noise.
Trapped Capital
Inventory and working capital tied up in styles and variants that barely sell.
Assortment Planning Services
Assortment Strategy and Product Roles
Set clear rules before touching any SKU list.
- Product roles: traffic drivers, margin drivers, image builders, and long-tail fillers.
- Range structure by category, brand, price band, and lifecycle.
- KPIs for assortment health: contribution, GMROI, sell-through.
Data and Demand Signals
Assortment decisions rely on a shared data foundation, not isolated reports.
- Historical sales, returns, and markdowns at SKU–location–channel level.
- Demand signals from promotions, campaigns, and seasonality.
Range Design and Rationalisation
Design ranges that fit demand and brand strategy, then remove what does not belong.
- Identifies core, growth, and tail SKUs within each category.
- Flags duplication and low-contribution variants for rationalisation.
Store and Channel-Level Localisation
Assortment is adapted, not copy-pasted.
- Builds cluster-specific assortment templates for stores, regions, and online nodes.
- Adjusts depth and width by cluster role (flagship, outlet, online only).
Full Depth
Curated Width
Governance, Reviews, and Integration
Assortment Planning becomes an ongoing process, not a one-time workshop.
- Calendar-based review cycles for range refresh.
- Governance rules for adding or retiring SKUs.
Range Refresh Cycle
On TrackBusiness Outcomes
A structured assortment layer should deliver measurable results.
Higher Sell-Through
Inventory Reduction
Faster Planning
Customer Relevance
Why Rudder Analytics?
Retail DNA
Merchandising expertise built into every model.
Engineering First
Robust data pipelines that don't break.
Transparent
We build systems your team can own.
