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Newsroom: Retail Deductions, Promotions, and Chargeback Recovery


Phantom Inventory Is Costing Retail Suppliers More Than They Realize
Sometimes, a retailer’s inventory system shows a product as in stock, but there’s nothing on the shelf for customers to buy. Since the system thinks inventory is available, it won’t trigger a reorder. This situation is called phantom inventory, and it can quietly hurt a supplier’s retail results. Phantom inventory is different from a clear out-of-stock because it can go unnoticed for days or weeks. Suppliers notice sales slowing down, while retailers think they still have sto

Jon Allen,
Jul 205 min read


Excessive Defectives: How One Fee Creates Three Problems
Returns are already a big challenge in retail. The National Retail Federation expects almost $849.9 billion in merchandise returns for 2025, with 19.3% of online sales coming back. For suppliers, once returns, damages, and defectives enter retailer systems, the money side can quickly get complicated. An excessive defective rate might look like just one line item on paper. In reality, it often leads to three bigger problems: margin loss, operational slowdowns, and risks to you
The HRG Team
Apr 274 min read


Excessive Defectives Are Eating Your Margin
Retail suppliers already have enough margin pressure to deal with in 2026. The National Retail Federation expects U.S. retail sales to grow 4.4% this year to $5.6 trillion, which sounds healthy on the surface. But that same environment is forcing retailers and suppliers to fight harder over every missed dollar, every return, and every disputed fee. That is one reason excessive defectives deserve more attention than they usually get. Too many teams still treat defectives as a
The HRG Team
Apr 204 min read


Faster Fulfillment, More Retail Deductions
Retailers are moving fast right now. Really fast.
Kroger reported digital sales growth of 20% in the fourth quarter, fueled by pickup, delivery, and partners like DoorDash, Instacart, and Uber Eats. Walmart is still investing heavily in supply chain automation as it reshapes how products move through its network.
The HRG Team
Apr 153 min read
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