top of page
Newsroom: Retail Deductions, Promotions, and Chargeback Recovery


Retail Chargebacks: Decode Codes, Win Disputes
Chargebacks aren’t “just the cost of doing business.” They’re margin leaks with nametags. And the tags—those deduction codes—tell you exactly how to shut the leak if you know how to read them.
The HRG Team
Oct 15, 20253 min read


Deduction Recovery Strategies for Tariff Impact
Tariffs don’t just raise your landed cost—they ripple through price files, POs, and freight plans. That’s where deductions sneak in.
The HRG Team
Oct 14, 20253 min read


Walmart Open Call: Your Deduction Risk Playbook
Open Call is buzzing—a two-day sprint (Oct. 7–8) with nearly 600 entrepreneurs, ~750 pitch meetings, and a lot of hopeful “golden ticket” selfies around Walmart’s new home office campus in Bentonville. It’s a serious platform to reach Walmart, Sam’s Club, and Walmart.com.
The HRG Team
Oct 8, 20254 min read


Retail Shortage Claims Triage: Your 30-Day Playbook
For many mid-market suppliers, shortages make up 40–70% of deduction volume. The fastest wins don’t come from analyzing everything—they come from triaging the few lanes, DCs, and SKUs that drive most of the pain.
The HRG Team
Oct 8, 20252 min read


Stop the 18% Surprise on Returns & Excessive Defectives
Returns aren’t just refunds—they’re fees. When return ratios cross certain guardrails, many retailers assess handling, freight, and processing add-ons. That “18% surprise” doesn’t show up in your promo plan, but it absolutely hits your P&L.
The HRG Team
Oct 7, 20252 min read


Post-Audit Winter: Why Claims Spike After Q4
December closes clean. February lands a six-figure claim. It’s not just you. Many retailers run their deepest promo and freight...
The HRG Team
Oct 2, 20251 min read


13th-Month Problem: Calendars Kill Retail Margins
Retailers operate on week-based fiscal calendars that don’t always match your month-end close.
The HRG Team
Oct 1, 20251 min read


Black Friday Without the Chargeback Hangover
Black Friday is supposed to be a sales rocket. For many suppliers, it’s also a deductions magnet. Why? Because promotions multiply risk....
The HRG Team
Sep 30, 20252 min read


The $500M Retail Deduction Playbook: Audit-Ready in 14 Months
The big idea: if you want fewer retail deductions, faster closes, and calmer audits, you don’t start with deductions—you start by building an audit-ready finance team.
The HRG Team
Sep 26, 20253 min read


Retail Deductions: A Trap for Mid-Sized CPGs
When it comes to deductions, mid-sized CPG suppliers face a unique disadvantage. They’re large enough to be attractive targets for...
The HRG Team
Sep 25, 20251 min read


The Hidden Language of Retail Chargebacks—and How to Fight Back
Retail chargebacks are like speaking a foreign language—only no one bothered to give you the dictionary.
The HRG Team
Sep 24, 20251 min read


Post Audit Deductions: When Old Invoices Come Back to Haunt You
You closed the books. The year looked solid. Everyone celebrated hitting margin goals. Then six months later, a notice lands on your...
The HRG Team
Sep 22, 20251 min read


Beyond Retail Deduction Software: Why Human Expertise Still Matters
Every supplier is looking for ways to manage deductions faster and more efficiently. Enter retail deduction software. These tools promise automation, visibility, and streamlined workflows. And they do deliver value—up to a point.
The HRG Team
Sep 18, 20252 min read


Why Retail Deductions Never Really Go Away
Here’s why deductions never really go away—and why having a proactive recovery strategy matters.
The HRG Team
Sep 17, 20252 min read


The Hidden Cost of Silos: Why Retail Deduction Recovery Demands a Bigger Lens
At first glance, that structure makes sense. After all, every retailer plays by different rules. But here’s the problem: those silos create blind spots at the top. And in the world of retail deduction recovery, blind spots get expensive.
The HRG Team
Sep 16, 20252 min read


The High Cost of Cheap Deduction Recovery Software
On paper, deduction recovery software looks like a quick fix. Plug it in, and watch it chase claims automatically. But here’s the catch: cheap tools can actually cost you more in the long run.
The HRG Team
Sep 11, 20251 min read


Tariff Turmoil: What Happens If the Supreme Court Orders Refunds?
Imagine this: the Supreme Court rules that billions of dollars in tariffs must be returned to U.S. businesses. Sounds like a windfall,...
The HRG Team
Sep 10, 20253 min read


Shortage Deductions: Why They Spike During Peak Seasons
Let’s be real: peak season is chaos. Trucks run late, warehouses overflow, and every second counts. That’s exactly when shortage deductions—claims that your shipment didn’t arrive in full—start stacking up.
The HRG Team
Sep 10, 20251 min read


Excessive Defectives: When Returns Become Retailer Revenue
Imagine this: a shopper buys a blender, uses it twice, then decides it doesn’t match their kitchen aesthetic. Back it goes. But instead of chalking it up as a return, the retailer marks it as “defective.”
The HRG Team
Sep 9, 20252 min read


Defective or Disconnected? When Retailers Blame You for the Broken Item You Never Saw
Imagine this: You’re a supplier of countertop kitchen appliances sold in Walmart stores nationwide. One of your hottest items—a digital air fryer with dual cooking zones—has been a top performer in the housewares aisle. Reviews are solid. Sell-through is strong. And then... a deduction notice hits your inbox—excessive defectives.
The HRG Team
Sep 4, 20252 min read
bottom of page
