What is markdown in retail
A markdown in retail is a permanent reduction to an item's shelf price, taken to clear inventory that will not sell at the regular price. The item is on its way out: seasonal, discontinued, short-coded, or simply overbought. Once a markdown is taken the old price does not come back, which is the single line that separates it from every other kind of price cut in a grocery or convenience store.
If you searched "what is markdown in retail" and the results kept talking about a text formatting syntax, you have found the other markdown. This one is a $4.99 holiday cold brew going to $3.74, then $2.99, then $1.99, until the 88 stores holding 4,400 units are holding zero.
Markdown, promotion, and everyday price change
Three price cuts, three different decisions. Confusing them is how a category report turns a clearance into evidence of price elasticity.
| Dimension | Markdown | Promotion (TPR) | Everyday price change |
|---|---|---|---|
| Purpose | Clear inventory that will not sell | Buy volume inside a defined window | Reset the regular price |
| Reverses | No, the item is leaving | Yes, on the end date | Rarely |
| Usually funded by | Retailer margin, sometimes a vendor markdown allowance | Brand trade spend | A negotiated cost change |
| Shape in POS | Price steps down, inventory ends at zero | Price dips and returns | One step, then flat |
The point of that table is a warning. A clearance rate is not a demand curve. An item that moved 1,610 units at 60% off tells you what liquidation looks like, not what the item would sell at a permanently lower price, and treating it as elasticity evidence is one of the more expensive mistakes in a category review. The four types of discount and their reversal costs are laid out on discount pricing.
The markdown ladder, worked
A markdown ladder is the sequence of cuts, each held for a fixed window, each deeper than the last. Here is one across 88 doors of a regional grocer on a 12 oz seasonal cold brew: 4,400 units left after the season, unit cost $2.38, regular retail $4.99.
| Step | Weeks | Shelf price | Off regular | Units cleared | Revenue | Cost of those units | Gross margin |
|---|---|---|---|---|---|---|---|
| Regular price | 1-2 | $4.99 | none | 380 | $1,896.20 | $904.40 | $991.80 |
| First markdown | 3-4 | $3.74 | 25% | 690 | $2,580.60 | $1,642.20 | $938.40 |
| Second markdown | 5-6 | $2.99 | 40% | 1,180 | $3,528.20 | $2,808.40 | $719.80 |
| Third markdown | 7-8 | $1.99 | 60% | 1,610 | $3,203.90 | $3,831.80 | ($627.90) |
| Unsold, disposed | end | none | none | 540 | $0.00 | $1,285.20 | ($1,285.20) |
| Total | 8 | 4,400 | $11,208.90 | $10,472.00 | $736.90 |
Read the two things that matter. The ladder cleared 3,860 of 4,400 units, or 87.7% of the buy. And it returned $736.90 of gross margin against the $11,484 the buy was planned to make at full price, which is 6.4% of the plan. The whole season's profit on this SKU was decided by an overbuy, not by a price.
Notice where the volume is. Every rung cleared more than the one before it (380, then 690, then 1,180, then 1,610) and the deepest rung moved 42% of everything that sold. Shoppers wait. If the ladder is predictable, the ones who would have paid $3.74 learn to check back at week seven, which is why a well-run ladder varies its depth and its timing rather than running the same three steps on every seasonal item.
Why the below-cost step was still right
The third markdown lost $627.90 on paper, and every instinct says stop before it. The instinct is wrong, and this is the part a margin report will not tell you.
At the start of week seven the chain held 2,150 units whose $5,117.00 of cost was already spent. It was never coming back. The only live question was how much cash those units could still return, and the answer at $1.99 was $3,203.90 against $0.00 for the alternative. The 540 units that never sold returned exactly that: nothing.
So a markdown ladder needs two ledgers. Gross margin per step tells you how much of the plan you saved and is the number that goes in the category report. Cash recovered per remaining unit tells you whether to take the next step, and by the third rung it is the only one with a decision attached. Once inventory is sunk, "below cost" stops being an argument.
When to take the first markdown
The most expensive markdown is the late one, because it clears fewer units at a deeper cut. The triggers worth wiring to a report:
- Weeks of cover against remaining sell window. A seasonal item with 14 weeks of cover and 8 weeks of season is already a markdown, whether or not anyone has taken it. The math is on days of supply.
- Code date minus days of supply. A short-coded item that will not clear before its date is worth marking down early, when the cut can be shallow.
- A dead store list, not a chain average. Chain-level cover of 6 weeks can hide 20 stores at 30 weeks. Mark those down first and leave the rest at regular price. That single split is usually worth more than choosing a better ladder.
- Rate of sale at the current price, week over week. Two consecutive weeks under half the seasonal baseline means the price stopped working and no amount of display will fix it.
The upstream fix is ordering less, which is a forecasting and replenishment problem rather than a pricing one. If you are running ladders every season on the same categories, start at how to reduce overstock instead.
Where Scout fits
Scout holds the item file and reads store-level POS, so the markdown decision runs on one set of numbers: cost and current retail per item, units and rate of sale per store, weeks of cover against the sell window, and what each rung of the ladder actually cleared. It can carry the cost and retail behind a markdown and push the resulting price file to the POS. What it does not do is decide the item is dead. The buy that created the 4,400 units, and the call to take the first cut, are still yours.
The short version
- A markdown in retail is a permanent price cut to clear inventory that will not sell at its regular price. It is inventory disposal, not a promotion, and it does not reverse.
- A markdown ladder steps the price down on a fixed cadence. The worked ladder cleared 87.7% of a 4,400-unit buy and returned 6.4% of the planned margin.
- Judge the early rungs on margin and the late ones on cash recovered. The below-cost step returned $3,203.90 on units whose cost was already sunk.
- The cheapest markdown is the early one, and the cheapest of all is the one you avoid by not overbuying. Trigger off weeks of cover by store, not by chain.