Store vs. Online Mix Optimizer

Overview

Store vs. Online Mix Optimizer provides a data-driven framework for allocating products, inventory, promotions, and resources across physical store and e-commerce channels. As omnichannel retail has matured, the naive approach of offering everything everywhere has proven suboptimal—each channel has distinct economics (cost-to-serve, basket dynamics, consumer behavior) that demand tailored strategies.

This skill addresses the core tension in omnichannel retail: maximizing total enterprise value while respecting the structural differences between channels. E-commerce typically has higher fulfillment costs but broader assortment capability; stores have lower last-mile costs but constrained shelf space. The optimal mix is rarely 50/50—it's category-specific, geography-specific, and consumer-segment-specific.

When to Use

• Omnichannel assortment planning: deciding which products go where
• Channel P&L analysis: understanding true profitability by channel
• Inventory allocation between e-commerce fulfillment centers and store replenishment
• Pricing strategy: whether to maintain price parity across channels or differentiate
• Promotional calendar: allocating trade spend across in-store and digital channels
• New product launch: determining optimal channel entry strategy
• User asks about online vs. store performance, channel mix, or omnichannel optimization

Required Inputs