Markdowns, Chargebacks, and the Margin Squeeze

A markdown rarely travels alone.

That’s the part a lot of brands learn the hard way.

They see a retailer markdown and think, “Okay, painful, but manageable.” What they don’t always see right away is the chain reaction behind it. Lower realized revenue.

Reduced margin. Follow-on deductions. Compliance hits. Freight disputes. Shortage claims. Post-event confusion. Suddenly, one issue becomes four.

That’s why markdowns deserve a bigger seat at the margin conversation.

Not because every markdown is invalid. Some are absolutely part of retail. Inventory moves. seasons shift. packaging changes. products underperform. Things happen.

But when markdowns stack on top of chargebacks and other deductions, the financial picture changes fast.

The consumer backdrop is making this tougher

McKinsey reported in 2025 that 79% of surveyed consumers across key markets were trading down in some way, more than half were looking for deals on every purchase, and about 49% of U.S. consumers planned to delay purchases over the next three months.

That kind of shopper behavior creates constant pressure for sharper pricing, stronger promotions, and faster inventory decisions. 

At the same time, Deloitte’s 2026 retail outlook says value-oriented consumers and smarter margin management are among the forces reshaping retail competition.

Retailers are not likely to absorb margin pressure quietly. They will push, measure, and protect. 

And that means suppliers need to pay attention to what happens when a markdown enters the system.

Markdowns are often the visible symptom

Not the whole illness.

A markdown may be tied to late inventory. Or missed promotional timing. Or overforecasted volume. Or weak store-level execution. Or a price point that didn’t land. Or a packaging issue that slowed sell-through. Or a competitive reset that came faster than expected.

Whatever the cause, once markdowns begin, other deductions often follow.

A retailer may mark down the item to move inventory, then seek reimbursement. If the original issue involved shipment timing or setup execution, compliance deductions may already be in motion. If the product later moves through returns or reverse logistics, additional costs can show up there, too. NRF highlighted in early 2026 that reverse logistics carries hidden costs, including transportation, labor, markdown risk, and inventory obsolescence. 

That’s the compounding effect brands miss.

They’re looking at one line item when the real problem is a deduction cluster.

A fictional example

Here’s a fictional example.

A grocery supplier ships a new refrigerated dip into a regional chain for a summer reset.

The brand secures distribution, funds, and introductory support and expects a clean launch.

But execution gets choppy.

A portion of the stores receive products later than planned. Some stores never set the display correctly. Velocity comes in soft. The retailer marks down inventory to clear it.

Weeks later, the supplier sees not only markdown-related deductions, but also compliance chargebacks tied to timing and a separate freight-related dispute.

The team debates each deduction one at a time.

That’s the trap.

Because the real issue is not three isolated events. It’s one commercial failure that produced three financial consequences.

When companies review markdowns without connecting them to the surrounding chargebacks, they miss both the recovery opportunity and the lesson.

Why this category gets mishandled

Markdowns live at the intersection of sales, supply chain, finance, and retailer operations.

Which means they are very easy to own halfway.

Sales sees the retailer relationship. Finance sees the deduction amount. Supply chain sees the delivery record. Category leadership sees the velocity issue.

But unless somebody connects those dots, the brand ends up treating cause and consequence like separate stories.

That leads to bad decisions.

A team may think an item simply failed at retail when the bigger issue was late execution. Or they may accept a markdown reimbursement as fair without checking whether other overlapping deductions already covered the same event. Or they may argue the wrong point entirely because the documentation trail is fragmented.

This is where margin quietly disappears.

The real risk is normalization

Once markdowns and chargebacks start appearing together, teams can begin to view them as inevitable.

“They always hit us on these launches.”

“That retailer is just tough.”

“It’s too small to chase.” “We’ll tighten things up next time.”

Those phrases are expensive.

Repeated small deductions can add up to significant losses, especially when they affect multiple SKUs, events, or retailers over time.

And in a market where consumers are price-sensitive, and brands are already fighting for profitable growth, “routine leakage” is no longer routine. It is strategy-level waste. 

What better looks like

Better starts with refusing to review markdowns in isolation.

Look at the surrounding activity.

Check for duplicate recovery.

Compare the markdown timing to delivery, setup, promotion, and sell-through.

Ask whether the markdown was preventable, valid, inflated, or overlapping.

Review whether related chargebacks are telling the same story—or a different one.

Most importantly, don’t let the code close the conversation.

A deduction code might tell you what the retailer called it. It does not always tell you what actually happened.

The bottom line

Markdowns are painful enough by themselves.

But when they stack with chargebacks, they become something bigger: a margin squeeze that can quietly erase the profit from what looked like a decent piece of business.

That’s why brands need more than deduction processing. They need deduction interpretation.

At HRG, we believe the smartest recovery work doesn’t just ask, “Can we get this money back?”

It also asks, “What chain of events created this loss in the first place?”

Because that’s where recovery turns into insight.

And insight is what keeps the same dollars from walking out the door again next quarter.