Markdown pricing strategy is a technique used by retailers to cut the price of a product in order to increase sales and clear out inventory. It is crucial to prevent needless waste and loss and maintain seasonal items' profitability.
This blog explains how markdown pricing works, the different types that retailers use and the risks each carries, and where AI can help in making faster, safer pricing decisions.
What is markdown pricing?
Markdown pricing is a cut in a product’s selling price, used to accelerate the sell-through rate. It’s a way for retailers to turn slow-moving items into cash before they go out of season or start racking up storage costs.
Markdowns are usually tied to specific business objectives, such as clearing seasonal inventory, reducing excess stock, readjusting an assortment, or responding to changes in customer demand.
It sits inside broader retail pricing strategies that govern how a retailer sets and adjusts prices across a portfolio. While regular pricing is about staying competitive and boosting profits, markdowns help recover value from products that aren’t selling as planned, without sacrificing too much margin.
Types of markdown pricing
There are four main markdown pricing strategies, each driven by distinct business goals and varying levels of margin risk. Knowing which type of markdown you're actually dealing with helps determine both the timing and depth of the price cut.
Seasonal markdown
Seasonal markdowns clear products tied to a specific period, like Thanksgiving or Christmas, before consumer demand for it drops to nearly nonexistent. Seasonal demand does not disappear overnight, but it does decline predictably.
A few signals usually point to a seasonal markdown decision, such as:
- The sell-through rate is falling behind the plan with only a few weeks left in the season.
- Competitors in the same category are starting their seasonal cuts.
- New seasonal inventory is arriving and needs the shelf or warehouse space.
Retailers often begin with modest price markdowns and increase the depth of markdowns as the season progresses. Starting too late typically forces larger discounts because customer demand has already weakened.
Clearance markdown
Clearance markdowns are used to remove inventory that retailers no longer intend to carry. This is different from a seasonal markdown because there's no future cycle to plan around or anticipate.
Clearance typically covers a few specific situations:
- A style or model is being discontinued entirely.
- A product is getting replaced by a newer version by the same brand.
- The retailer has concluded the product isn’t worth carrying anymore.
Clearance pricing tends to be deeper, as the primary goal is inventory removal. Strategic clearance pricing can help maximize recovery and minimize unnecessary margin loss.
Promotional markdown
Promotional markdowns are discounts resulting from promotional sales of all kinds, including temporary price cuts, circular promotions, and coupons, to encourage sell-through rates. Unlike permanent pricing decisions like clearance pricing, promotional markdowns are meant to be temporary and move products faster.
Without strong promotional management, promotional markdowns may end up in two ways:
- Horizontal cannibalization: Customers stockpile the item during the campaign period, and don’t buy at full price for a long time afterward.
- Vertical cannibalization: Customers buy only the promoted item, diverting sales from full-price products in the same category.
When executed well, trade promotion optimization allows retailers to plan campaigns around verified, historical sales lift, rather than relying on intuition or previous results.
Competitive markdown
These markdowns are the effect of price matching. It helps retailers respond when competitor pricing threatens traffic, conversion, or price perception. This price reduction represents the Toys R Us price match guarantee made by Walmart over the holiday season.
These markdowns are commonly applied to:
- Key value items (KVIs).
- Highly visible products.
- Frequently compared categories.
The core risk with competitive markdowns is reacting to every price change a competitor makes, regardless of whether it has any meaningful influence over your own customers' purchasing decisions.
Modern pricing tools like Competera apply demand-based pricing to figure out which competitors matter most and which SKUs are worth watching. This is so retailers don’t give away margin unnecessarily.
Markdown vs. discount: what’s the difference?
Markdown pricing and discounts reduce the price customers pay, but they serve different business purposes. It is safe to say that every markdown is a discount, but not every discount is a price markdown.
A markdown reduces a product's original selling price to accelerate inventory movement. A discount is used to influence customer behavior, increase conversion, or support a marketing objective.
Consider two shoe retailers, both selling the same sneaker model originally priced at $50:
- First retailer
- Applies a 25% markdown to the shoes because they are not selling fast enough.
- The price permanently changes to $37.50 for every customer, with no conditions or exceptions.
- This is considered markdown pricing.
- Second retailer
- Leaves the shelf price untouched at $50, but offers loyalty members a 25% discount at checkout.
- Only loyalty members end up paying $37.50, while everyone else pays the full price.
- This is considered a discount.
Additionally, markdowns and discounts affect different line items in margin reports, are tracked through separate mechanisms, and require different planning processes. Separating these concepts helps retailers evaluate performance correctly and choose the right pricing tool for the business objective.
Why retailers use markdown pricing: the business case
Retailers employ markdown pricing to improve inventory efficiency and protect profitability. According to K3 Analytics, strategic markdown optimization can improve margins by 6–10% through better sell-through and pricing decisions.
Without a structured markdown pricing strategy, many products remain in inventory longer than planned, forcing retailers into deeper discounts later.
Inventory clearance and working capital recovery
A good markdown pricing strategy can convert unsold inventory back into usable cash, freeing up capital that you can redeploy elsewhere in the business. Holding inventory for too long creates several challenges:
- Capital remains tied up in unsold inventory.
- Storage costs increase.
- New inventory fights for space.
- Forecast accuracy declines.
For retailers operating at scale, inventory efficiency affects profitability. Turning unsold stock back into working capital faster lets businesses reinvest in higher-performing products and adapt to market changes more easily.
Managing product lifecycle transitions
Every product goes through its own lifecycle, from brand new to the day it stops selling. Markdown pricing is a tool to keep products moving at each stage without bleeding margin as demand changes.
Demand is not constant. New products launch at higher margins, mature products face increasing competition, and older products experience declining demand.
Managing this well requires a well-defined set of pricing objectives, because the goals appropriate at each lifecycle stage can directly conflict with one another if they aren't clearly separated. For example:
- Maximizing sell-through rate on an existing product might mean accepting a lower margin than normally acceptable on an ongoing product.
- Margin protection on a new arrival means actively resisting the temptation to discount it just because shoppers have gotten used to seeing markdown signage.
Overall margin protection across the portfolio
A single markdown pricing decision doesn't just impact one product. Price cuts on one SKU can have a ripple effect on similar items and overall category performance.
This is why retailers should evaluate retail markdown impact at the portfolio level rather than in isolation for each product. Portfolio-level thinking enables retailers to:
- Avoid unnecessary price cuts.
- Preserve category profitability.
- Improve inventory allocation.
- Balance sell-through rate and margin protection.
- Reduce cannibalization between products.
Many retailers use dynamic pricing software solutions such as Competera to apply smart segmentation, grouping products by demand elasticity, lifecycle stage, and revenue contribution. This approach allows for targeted markdowns and the ability to simulate outcomes before implementation.
Common markdown pricing mistakes to avoid
Many markdown programs fail because retailers focus on reducing inventory without considering timing, demand, or portfolio impact. Avoiding these pitfalls allows retailers to better control both sell-through rate and margin protection.
Starting markdowns too late
Waiting too long to apply markdown pricing strategy on an item losing demand means the price cut has to go deeper to clear the same amount of inventory in a shorter window of time. This is common in categories like fashion and seasonal merchandise, where demand follows predictable cycles.
Starting markdowns earlier does not require aggressive discounts. Often, a modest markdown introduced at the right moment can boost demand and improve sell-through rates, preserving more margin than a late-stage clearance.
Using flat percentage rules across all SKUs
Applying the same markdown percentage across an entire category may make things easier, but it doesn’t reflect that different products respond differently to the same price drop.
A flat 30% cut might be the right depth for one specific SKU, but a waste of margin on a different SKU sitting on the next shelf. At the same time, some products may have sold successfully with a much smaller reduction.
Markdown pricing works better when you assess each product individually or within categories, taking into account customer demand, lifecycle stage, and inventory levels. This way, markdowns line up with actual market dynamics instead of arbitrary rules.
Ignoring cross-product cannibalization
Products in a portfolio hardly operate independently. A markdown on one SKU can shift sales away from similar items, alternative brands, or other products within the same category. This means the success of a retail markdown campaign may be masking a net loss elsewhere.
When pricing teams evaluate markdowns only at the SKU level, these broader category effects can go unnoticed. Retailers that measure cannibalization effects along with sales lift get a clearer picture of whether a markdown really made a positive difference to their bottom line.
Treating markdown as a promotional tool
A promotion is temporary and drives a short-term spike in demand, while a markdown is a permanent repricing decision meant to move inventory that isn't selling at its current price point.
When these objectives are blurred, retailers might end up using markdown pricing too often, weakening the overall retail pricing strategy. Over time, customers could expect regular discounts and become less willing to buy at full price.
How to calculate markdown pricing
The markdown calculation measures how much the retail price has been reduced compared to the original selling price, in percentage. The formula is as follows:
- Markdown percentage = (Original price − Markdown price) ÷ Original price × 100
Assume you own a shoe store and bought 20 pairs of the same model in blue, green, and red, three different hues. After a month, you see that customers primarily purchase blue and green ones while leaving the red ones on hand unpurchased. You choose to employ markdown pricing because you don't want to keep this product on your shelf indefinitely.
You made a choice to implement a 25% markdown for the red sneakers despite the fact that the original selling price for all three varieties was $50. The discount amount is $12.50, and the real selling price is $37.50.
However, this calculation only tells you how deep the markdown is. It doesn’t indicate whether the markdown is likely to achieve the desired outcome. A 40% markdown may work for one product but not for another.
What markdown percentage is too deep?
Markdown pricing is considered too deep when additional sales don’t offset the margin lost. There’s no universal threshold as demand elasticity differs across products.
The appropriate markdown depth depends on customers’ price sensitivity to specific items. Some products see a big jump in demand with a small markdown, while others need a bigger price cut to get shoppers interested.
Rather than using blanket rules or the same markdown for everything, more retailers are turning to demand forecasts and pricing simulations. These tools help them predict how different markdowns will impact both sales and profits.
The aim is to apply the smallest markdown that still helps hit the inventory target.
Markdown pricing examples by retail vertical
A markdown pricing strategy plays out differently across retail sectors because customer behavior and product lifecycles vary by category.
Apparel and footwear
Seasonal demand and trend cycles drive almost every markdown decision in apparel and footwear, since an item tends to lose its selling power the moment a season ends.
A typical approach may include:
- Initial markdowns on slow-moving styles.
- Additional price cuts based on the sell-through rate.
- Location-based markdown adjustments.
- Clearance pricing for remaining inventory.
The aim is to maintain healthy inventory flow without relying exclusively on deep end-of-season markdown pricing.
Consumer electronics
Electronics retailers face the challenge of obsolete products, as demand usually declines when newer models enter the market.
Markdown decisions in this category depend on:
- Product launch schedules.
- Competitor pricing.
- Inventory levels.
- Product age.
For example, a retailer carrying older smartphone models may need to initiate markdowns before a new generation launches rather than waiting for demand to vanish. In this sector, timing often matters more than markdown depth.
Grocery and perishables
Perishable inventory creates the most time-sensitive markdown environment in retail. Hard expiration dates limit how long products can remain for sale, unlike fashion and electronics.
Retailers frequently use progressive markdown strategies that become more aggressive as expiration dates approach, in order to:
- Reduce food waste.
- Improve inventory recovery.
- Boost sustainability outcomes.
- Increase revenue retention.
How AI improves markdown pricing decisions
AI improves markdown pricing by replacing flat, one-size-fits-all discount rules with recommendations tailored to each product's market behavior. Each SKU is assigned a price point that balances margin with customer demand, supporting targeted markdowns rather than blanket discounts.
This shift is becoming increasingly important as retailers manage larger assortments and shorter product lifecycles. Most enterprise retailers have more markdown decisions to make than any manual process can manage.
Competera Pricing Platform applies contextual AI for you to make markdown pricing decisions with demand elasticity modeling, business impact forecasts, and simulations. Instead of relying on static rules, you can make decisions based on:
- What-if pricing simulations: Test different markdown depths and timing options before implementation, with each scenario assigned a probability rating.
- Smart segmentation: Group products together based on demand elasticity and lifecycle stage to identify markdown treatment.
- Dynamic product assignment: Automate products that can enter specific markdown campaigns based on defined sales parameters, removing manual workload.
- KVI management: Identify KVIs in a vast portfolio to protect these items from markdown pressure.
This approach gives pricing teams greater visibility into how customers are likely to respond before prices change.
One clear example is Intertop, one of Eastern Europe's largest fashion retailers. Using Competera Pricing Platform equipped with AI, Intertop applied an AI-driven markdown pricing strategy that yielded:
- 2% in profit margin improvement
- 10.3% increase in gross profit savings
- Repricing execution reduced to approximately 15 minutes
Conclusion
Markdown pricing is one of the most effective tools for managing inventory and protecting profitability. The difference between a markdown strategy that protects margin and one that erodes profits comes down to precision, including:
- The target market.
- Lifecycle of the product.
- The company’s business objectives.
Retailers that treat markdowns as a planned, data-backed component of their overall pricing strategy consistently outperform those that treat it as a last-ditch scramble to clear inventory. AI-driven pricing software can further help retailers move beyond manual markdowns, making more strategic and scalable decisions.
Talk to our expert to learn how Competera helps retailers optimize markdown pricing, forecast business impact, and reduce inventory without sacrificing margin.
