1.6% of Retail Sales Is Inventory Shrinkage [2026 Data]

Inventory shrinkage averaged 1.6% of retail sales in the latest National Retail Federation benchmark. That sounds small until you apply it to a real product business. At $1 million in annual sales, 1.6% represents $16,000 of stock that has disappeared, been damaged, been recorded incorrectly, or otherwise failed to become a sale.

The NRF's 2023 National Retail Security Survey measured shrink at 1.6% in FY 2022, up from 1.4% in FY 2021. The same report put total U.S. retail shrink at $112.1 billion for 2022, compared with $93.9 billion in 2021. These are the latest directly comparable figures in the source series I could verify for this post, so they should be treated as a benchmark rather than a promise that every business has the same problem.

For a smaller wholesaler, ecommerce brand, or multi-location retailer, the practical question isn't only "How much is being stolen?" It's also: Can your records tell you what happened to every unit?

The headline inventory shrinkage statistics

Here are the numbers worth keeping in view:

Measure	FY 2021	FY 2022
Average shrink rate	1.4%	1.6%
Estimated U.S. retail shrink	$93.9B	$112.1B
Internal + external theft share	Not shown in this comparison	Nearly two-thirds

Source: National Retail Federation, National Retail Security Survey 2023. The dollar figures are NRF calculations based on U.S. Census Bureau retail sales revisions.

Chart: NRF's average shrink benchmark. Source URL is the NRF report linked above.

What counts as inventory shrinkage?

Shrinkage is the gap between the stock your records say you should have and the stock you can actually find. Theft is one cause, but it isn't the whole category.

Common causes include:

• External theft or organized retail crime
• Employee or internal theft
• Receiving the wrong quantity from a supplier
• Picking or packing mistakes
• Products damaged in storage or transit
• Returns entered incorrectly
• Units written off without a clear reason
• Duplicate, late, or missing inventory transactions
• A stock count that was wrong in the first place

That list matters because only some causes are solved by security. A camera might help with theft. It won't fix a purchase order received as 96 units when the supplier delivered 86, or a damaged carton that sits in a warehouse location as if it were sellable stock.

The NRF survey found that internal and external theft accounted for nearly two-thirds, or 65%, of retailers' shrink in FY 2022. It also identified process and control failures as a significant contributor. For a smaller product company, that second category is often the most useful starting point because it is within the operator's control.

The $112.1 billion number needs context

The $112.1 billion figure is striking, but it isn't a bill that every retailer receives in the same way. It is an estimate calculated across U.S. retail sales using survey responses from retail loss-prevention and security executives.

That gives the data weight, but a small wholesale brand should still treat the benchmark as a reference point rather than copy it blindly.

Use it as a question prompt instead:

If your business is losing 1.6% of sales through shrink, errors, damage, and missing stock, what would that do to your gross margin?

At $250,000 in annual sales, 1.6% equals $4,000. At $1 million, it equals $16,000. At $5 million, it equals $80,000. Those examples are simple calculations from the NRF percentage, not claims about what your business is actually losing.

Chart: Reported U.S. retail shrink losses. Source: NRF's 2023 survey summary.

What this means for your business

The first lesson is that shrinkage is an operating metric, not only a security metric. If you track only sales and purchasing, you can miss the gap between expected stock and physical stock until the next stocktake.

The second lesson is that small discrepancies compound. One missing unit may not look important. A repeated receiving error across 30 purchase orders can become a material margin problem. A handful of unrecorded damaged products can also distort reorder decisions, because the system thinks stock is available when it isn't.

The third lesson is that visibility has to follow the unit. You need to know which product or variant moved, when it moved, from which location, and why the quantity changed. That is the difference between "the number is wrong" and a useful investigation.

Five practical controls that reduce unexplained shrink

1. Count high-risk or high-value SKUs more often

An annual full stocktake is useful, but it gives you a long period during which errors can hide. Add cycle counts for products that are expensive, frequently picked, frequently returned, or easy to misplace.

The goal isn't to count everything every day. It is to shorten the time between an error and the moment you can still find its cause.

2. Record receiving before stock becomes available

A supplier delivery is a control point. Compare the received quantity with the purchase order, record partial receipts honestly, and keep damaged or missing units from appearing as sellable stock.

This also protects your purchasing data. If the system says you received more than you did, future reorder suggestions are built on a false starting point.

3. Use a reason for every adjustment

A stock adjustment should answer a basic question: why did the quantity change? Examples include damage, expiry, count correction, internal use, or a receiving discrepancy.

A reason code doesn't prevent the original event. It gives your team a trail to review and helps separate theft from process drift.

4. Make location part of the record

Inventory that exists in the wrong location can look exactly like inventory that disappeared. This is especially common when products move between a warehouse, shop, showroom, and temporary storage area.

Your multi-location inventory workflow should make the source and destination visible rather than relying on a note in a spreadsheet.

5. Reconcile physical counts with sales and purchase activity

A variance is more useful when you can compare it with recent activity. Was the SKU received last week? Was there a return? Did a sales order ship from another location? Was an adjustment already posted?

This is where a stocktake report becomes more valuable than a simple list of differences. It helps the operator decide what to investigate next.

How VNDLY helps reduce unexplained inventory loss

VNDLY is not a theft-prevention system, and it doesn't claim to identify every cause of shrink automatically. Its job is to make inventory events easier to record, compare, and investigate.

The source code confirms several relevant workflows:

• Stocktakes: create stocktakes, count lines, calculate variance, and complete the stocktake with optional adjustment posting.
• Adjustment traceability: stocktake completion posts adjustment events through an atomic database operation, and the stocktake record keeps whether adjustments were posted.
• Multiple locations: inventory levels and movements include location data, so a quantity can be investigated in the context of where it should be.
• Mobile scanning: VNDLY's scanner app supports barcode, QR, and NFC scanning for receiving purchase orders, stock counts, checking levels, and fulfilling orders.
• Serial and lot tracking: the product and shipping workflows support serial-number and lot-number allocation where those controls matter.
• Reports and exports: every plan includes reports, analytics, and PDF/CSV export according to subscription-plans.ts, which makes it easier to share a variance review with the right people.

For a broader view of the issue, compare this post with our guide to inventory accuracy statistics, the practical stocktake guide, and the breakdown of what bad inventory costs retailers. If the gap affects your reorder decisions, our stockout data guide shows the other side of the same problem.

For retail operators, VNDLY's inventory software for retail page explains the broader workflow. The relevant point is simple: a stock number is only useful when the team can trust how it got there.

From the Founder

That is why I prefer a boring, explainable process over a clever spreadsheet. Count the stock. Record the movement. Give adjustments a reason. Review the variances while the trail is still fresh.

Frequently Asked Questions

What is the average inventory shrinkage rate?

The NRF's 2023 National Retail Security Survey reported an average shrink rate of 1.6% of retail sales in FY 2022, up from 1.4% in FY 2021. It is an industry benchmark, not a universal target for every business.

What causes inventory shrinkage?

Common causes include external theft, internal theft, receiving mistakes, picking and packing errors, damage, returns entered incorrectly, unrecorded internal use, and inaccurate stock counts.

Is inventory shrinkage the same as theft?

No. Theft is one cause of shrinkage. Shrinkage is the wider gap between recorded stock and physical stock, so process errors, damage, and data mistakes can be included too.

How can a small business measure inventory shrinkage?

Run a physical count, compare the counted quantity with the recorded quantity, and calculate the variance value using your chosen cost basis. Repeat the process for a defined period and group variances by reason, product, location, and workflow.

Can inventory software prevent shrinkage?

Software can't stop every theft or handling mistake. It can give your team better controls: stocktakes, location-aware movements, receiving records, adjustment reasons, barcode scanning, and reports that make unexplained gaps easier to investigate.

The takeaway

The most useful inventory shrinkage statistic is not the $112.1 billion headline. It's the percentage you can measure in your own operation.

Start with one warehouse, one location, or one group of high-value SKUs. Establish the expected quantity, count what is physically there, and investigate the largest gaps first. You don't need a perfect system to begin. You need a repeatable one.