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Newsroom: Retail Deductions, Promotions, and Chargeback Recovery


Promotional Allowances: When Trade Spend Springs a Leak
Promotional allowances are supposed to be the controlled part of the retailer relationship.
You plan the event.You fund the discount. You track the lift.
And then… two months later… deductions show up that don’t match anything anyone remembers approving.
That’s the moment trade spend stops feeling like growth investment and starts feeling like a slow leak.
The HRG Team
Feb 253 min read


Excessive Defectives: The Returns Tax on Margin
You know the feeling: sales look healthy, shelves are full, and yet the cash line keeps getting nibbled to death by deductions.
Excessive defectives are one of the sneakiest nibblers.
Because it sounds like an operational issue—damaged goods, returns, reclamation, the messy stuff that happens after the sale. And yes, some of it is real. But a surprising amount of it is mis-coded, duplicated, out-of-window, or simply not yours to pay.
The HRG Team
Feb 233 min read


Promotional Allowance Proof: Win the Post-Promo Audit
McKinsey reports that consumer packaged goods (CPG) companies invest about 20% of revenue in trade promotions, and that a large share of promotions fail to generate profit (their article cites research indicating 59% lost money globally and 72% in the United States). So when a promotional allowance is misapplied, duplicated, or “missing documentation” later appears as a deduction… it’s not a rounding error. It’s your margin getting billed twice.
The HRG Team
Feb 183 min read


Excessive Defectives Reset: Stop the Rate Hike
If you’ve ever seen an “excessive defectives” fee and thought, Wait… since when are we paying a subscription for returns? — You’re not alone.
The HRG Team
Feb 163 min read


Surviving Retail Compliance Fragmentation
Retail compliance used to feel like a binder on a shelf.
Now it’s more like a moving target—with three versions.
A routing guide gets updated. A portal rule changes. Someone forwards an email amendment. Your third-party logistics provider (3PL) has a checklist that’s nearly identical. Meanwhile, your warehouse is just trying to ship clean, on time, every day.
The HRG Team
Feb 133 min read


Double-Dip Detective: Finding Duplicate Deductions
One deduction is painful.
Two for the same issue? That’s a margin leak with a trench coat on.
Duplicate deductions usually aren’t malicious. They’re procedural. Multiple systems, multiple teams, and multiple “reasons” can get attached to the same underlying event—especially when disputes are rushed, and documentation is scattered.
The HRG Team
Feb 113 min read


The February Reconciliation: Deductions Hiding in AP
February can feel… quieter. No holiday promo chaos. No year-end close panic. Just a brief window where you can finally look up. And that’s exactly when a lot of suppliers discover the problem: deductions have been stacking up in the background, hiding in offsets, short pays, and messy remittance detail. One industry paper from the Return Value Chain Federation (RVCF) put it bluntly: depending on the industry, customer deductions can reach 5%–15% of revenue, and even “typical”
The HRG Team
Feb 63 min read


Tariff Whiplash: Stop Pricing Deductions Fast
Tariffs don’t just change costs.
They change deductions.
Because the moment your costs move, you’re in a race between reality and the retailer’s system.
The HRG Team
Feb 43 min read


The Proof Standard Is Rising—AI Return Fraud Filters and You
Last year, you could win a dispute with a decent note and a screenshot.
This year, that same package gets denied because it’s missing the lot code, the timestamp, the condition photo, and the proof of delivery.
It feels personal.
It’s not.
The HRG Team
Jan 303 min read


Markdown Season—When Clearance Hits Your Deductions
January is when retailers try to get their house back in order.
They’ve got seasonal inventory to clear, new sets to build, and demand that usually cools off after December. One study found retail spending drops an average 22.4% between December and January.
The HRG Team
Jan 283 min read


Q1 Returns—Stop “Defective” Deductions
Learn how to tackle defective deductions in Q1 returns. Stop losing money to defective deductions with our expert guidance and boost your margins.
The HRG Team
Jan 193 min read


2026 Grocery Deduction Hotspots: Shortages & Unsaleables
Discover the 2026 Grocery Deduction Hotspots! Learn how shortages and unsaleables impact profits and how to tackle grocery deduction challenges.
The HRG Team
Jan 144 min read
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