Definition
Markdown refers to price reductions applied at the end of a season, collection, or a product’s life cycle to clear out remaining inventory before it loses all value. Unlike traditional promotions(which aim to generate traffic or sales volume), markdowns serve an inventory management purpose: to sell what’s left rather than throw it away, sell it at a deep discount, or store it at a high cost.
Why it's important
A concrete example
A fashion retailer purchases 1,000 summer dresses at €30 each. During peak season (May–July), it sells 700 of them at €80 each (gross margin: €50 × 700 = €35,000). By the end of August, 300 dresses remain. The retailer applies a progressive markdown: -30% in August (price €56) → 150 dresses sold. -50% in September (price €40) → 100 dresses sold. -70% in October (price €24) → 50 dresses sold. Markdown results: 300 dresses sold for revenue of €11,400 instead of €0. Markdown gross margin: €11,400 - (300 × 30) = €2,400. Without the markdown, these 300 dresses would have been unsellable or sold to a discount retailer for €5 each (€1,500 total).
How to optimize it
Use dynamic Markdown algorithms that calculate the following for each product:
The algorithm then suggests the optimal Markdown sequence (dates, depths) to maximize total gross profit. Some tools incorporate machine learning to analyze past seasons and refine their predictions.
Common Mistakes
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Mini FAQ
The success of a retail pricing strategy depends on moving away from outdated spreadsheets in favor of (semi-)automated execution powered by AI. This technological shift allows for a delicate balance between profitability and market appeal.
This is essential for building customer loyalty, given that 62% of customers are willing to switch brands for a better price.

Promotion management in retail must be based on rigorous data analysis to ensure profitability. By effectively managing uplift and cannibalization, retailers can turn a risky strategy into a tool for healthy growth. Precise management is vital, as six out of ten promotions today prove to be unprofitable.

Strategic pricing sets the framework for profitability and long-term brand image, while tactical pricing executes this vision through agile, short-term actions. This alignment protects your margins while allowing you to respond to inventory levels and competition. A 15% growth target perfectly illustrates this synergy.