Holiday Returns Haven't Started. Why Are Your Defective Claims Already Climbing?
When planning a holiday sale, most of the attention goes to stocking shelves, running promotions, and moving inventory. Defective product claims often get overlooked until they become big enough to impact financial results.
At that stage, it’s easy to miss the most important question: why are these claims increasing?
An increase in defective claims doesn’t always mean there’s a product problem. It does mean it’s time to look more closely, especially before holiday sales make it harder to spot the real issues.
Suppliers can do more than just review individual charges. By understanding where claims come from, which products are involved, and how they relate to sales and retail activity, teams can decide which cases to investigate and where to act.
The Total Tells You How Much. The Pattern Helps Explain Why.
A monthly report showing $80,000 in defective claims confirms the cost, but it doesn’t explain if there’s a general product issue, a problem at certain locations, or if more documentation is needed.
Imagine a company that sells seasonal home products. Defective claims have increased, but so have sales. Finance sees higher costs, while sales views more claims as a natural result of selling more items.
Both points make sense, but neither solves the problem.
To move forward, compare claims with sales activity and consider timing differences. Then, check how claims are spread out. If most of the increase comes from one product or a few locations, the investigation can focus there.
Finding a concentration doesn’t mean you’ve found the cause. It just helps the team ask better questions.
What Excessive Defectives May Be Telling You
Defective claims can raise several different questions about the business.
If many claims are tied to one SKU, check the product’s quality, packaging, or instructions. If claims are clustered at certain facilities, look into handling and receiving. If claims don’t match merchandise activity, get more documentation or clarify how charges were classified.
Suppliers should also understand how claims relate to their retailer agreements. Before disputing a charge, the team needs to check what the terms allow and what evidence supports the claim.
The goal is to separate legitimate expenses, unsupported charges, and ongoing issues the supplier can help resolve.
The right action depends on the case. Product issues need review by those who can improve it. Missing documentation needs more evidence. Questionable charges should be reviewed with support.
Why the Holiday Calendar Makes This More Important
As seasonal activity picks up, teams face more orders, promotions, and inventory choices. If a defect isn’t resolved, it can become an ongoing cost that no one has time to review properly.
Reviewing patterns before the busy season gives suppliers a better starting point. The team can then decide which products and locations need attention, find missing records, and assign follow-up tasks.
This preparation also improves talks with the retailer. It’s more helpful to discuss specific products, dates, locations, and claim histories than to make a general complaint about high defective charges.
A Five-Point Defective Claim Review
Before your next holiday business review, gather Finance, Operations, Quality, and account management to discuss these questions:
What is the relationship between claims and sales? To answer, compare the relevant periods and examine the time difference between sales, returns, and claims.
The items that drive the increase are usually those that show up often. Look for products with recurring SKUs, different packaging types, or seasonal items.
What is the main area of activity? See if any specific stores, facilities, or other locations need to be examined.
What is the basis for the claims? Review the available details and look for any missing documentation.
What do the relevant terms state? Confirm the agreed method for handling defective goods and charges before responding. Validate which issues require operational investigation, and which findings should be discussed with the retailer.
The Value Is in Connecting the Signals
A defective claim is a financial event, but the details can matter to many departments. Finance needs to understand the charge. Operations may need to review how the claim was handled. Quality may need to check the product. Sales needs to know how it affects the retailer relationship with the retailer.
When teams review the information together, discussions become more effective. They can look for recovery opportunities and address issues that might be causing extra losses.
HRG IQ helps by letting suppliers examine patterns in defective claims across products and locations, spot opportunities, and investigate what’s behind the numbers.
As holiday activity grows, it’s important to ask if your defective claims are just rising or if they’re pointing to something your team should understand.
See what your retail data is telling you. HRG IQ launches on November 1, 2026.
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