Sell-Through Velocity Tracker

Overview

This skill monitors sell-through velocity—the rate at which inventory converts to sales—across the product portfolio, comparing actual performance against category benchmarks, seasonal curves, and lifecycle targets. It identifies products selling faster or slower than expected, quantifies the financial impact of velocity deviations, and recommends actions including markdown timing, promotional intervention, reorder acceleration, or assortment rationalization. Sell-through is a leading indicator of inventory health, and early detection of velocity problems prevents both stockouts on winners and margin erosion on losers.

When to Use

• During weekly merchandising reviews to track in-season product performance
• Within the first 2-4 weeks of a new product launch to assess early velocity signals
• During seasonal transitions to identify products that need markdown acceleration
• When evaluating promotional effectiveness (pre vs. during vs. post promotion velocity)
• During open-to-buy planning to allocate future purchase budget based on velocity trends
• For end-of-life inventory management to determine disposition timing

Required Inputs