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Newsroom: Retail Deductions, Promotions, and Chargeback Recovery


Retail Compliance in 2026: New Rules, Less Grace
If 2025 felt like retailers were measuring everything, 2026 is when they start enforcing it with fewer humans in the loop.
The reason is simple: AI and automation spending is exploding. International Data Corporation (IDC) forecast that year-over-year spending on AI will grow 31.9% from 2025 to 2029, reaching $1.3 trillion by 2029, driven largely by agentic AI-enabled applications.
The HRG Team
Jan 283 min read


Chargeback Season 2026: The Post-Holiday Profit Leak
You’re trying to close Q4. Retailers are resetting priorities. Customers are returning gifts, disputing charges, and testing policies. And suddenly your finance team is staring at a number that feels… unfair.
The HRG Team
Jan 213 min read


Q1 Trade Spend Triage: Stop Short Pays Before They Spread
Trade spend is supposed to buy growth. In Q1, it often buys you something else: confusion, short pays, and weeks of “Can you resend the backup?” If you’ve ever looked at a deduction and thought, “We already funded that promotion… why are we paying again?”—welcome to the club. Why this matters more than ever in 2026 Retail is entering 2026 with shoppers still seeking value. Retailers are leaning into deals, private label, and “dupes,” and they’re getting more aggressive about
The HRG Team
Jan 164 min read


Stop the Retail Deduction Leak: 2026 Supplier Playbook
You can have a strong sales year and still feel broke.
That usually means one thing: money is leaking out after the sale—through deductions, chargebacks, and short pays.
The HRG Team
Jan 74 min read


2026 Retail Supplier Playbook
2026 looks like a year of modest top-line growth, more challenging profit math, and more “systems-driven” retail. Translation: retailers will still want growth, but they’ll increasingly demand it through automation, tighter compliance, and pay-to-play visibility.
The HRG Team
Dec 18, 20255 min read


2025: Tariffs, AI, and the Retail Deduction Squeeze
If you’re a retail supplier, 2025 probably felt like you were fighting margin with both hands tied behind your back.
Not because demand disappeared. Not because your product suddenly got worse.
The HRG Team
Dec 15, 20256 min read


Holiday Returns Hangover: Defectives vs. Damage
The confetti falls on New Year’s. Then January hits… and your deduction report looks like a horror movie.
That’s not a coincidence. Holiday returns and “excessive defectives” programs are increasingly where retailers manage their risk—and where suppliers quietly lose a lot of money.
The HRG Team
Nov 26, 20254 min read


Cyber Monday Chaos: E-Comm Deductions That Stick
Cyber Monday has become the Super Bowl of online retail.
In 2024, U.S. shoppers spent $13.3 billion online on Cyber Monday, up 7.3% year over year—the biggest single online shopping day ever recorded. During the peak hours of 8:00–10:00 p.m. Eastern, consumers were spending about $15.8 million per minute.
The HRG Team
Nov 24, 20254 min read


Black Friday Setup: One Bad File, Thousands of Refunds
From the outside, Black Friday is all about doorbusters. From your side of the table, it’s about something way less glamorous: data integrity.
The HRG Team
Nov 21, 20253 min read


Food Brokers 101: Timelines, Not Fairy Dust
If retail felt slow this year, you’re not imagining things. Big banners plan category resets months ahead; most categories are refreshed at least annually.
The HRG Team
Nov 17, 20252 min read


Are Your Product Photos Costing You Sales?
Product photography isn’t decoration. It’s conversion, returns, and compliance—rolled into pixels.
The HRG Team
Nov 14, 20252 min read


Private Label’s Surge: How Brands Still Win
Private label (store brands) isn’t “coming.” It’s here—growing, confident, and better funded than ever. In 2024, U.S. store brands set record shares and surpassed $270B in sales; 2025 projections push even higher.
The HRG Team
Nov 12, 20252 min read


Why Every Supplier Needs a Food Broker
If you’ve ever tried to get your product onto a retail shelf, you already know—it’s not easy. Retail buyers are swamped, competition is fierce, and retailers expect suppliers to deliver not just a product, but a plan. This is where a food broker comes in. Think of a food broker as the “middle gear” in the retail machine. They don’t own your product, but they help move it forward by connecting you with the right buyers, negotiating terms, and ensuring your product actually se
The HRG Team
Nov 7, 20252 min read


Food Broker Insights: A Playbook for Emerging Brands
You’ve got a fantastic product—the DTC store hums. Reviews are glowing. Now you want a spot on a national shelf. Good—know the bar keeps rising. Retailers are fielding more pitches while private label grabs a record share, making differentiation and execution non-negotiable. (In the first half of 2024, store brands hit 20.4% dollar share and 22.9% unit share in the U.S.) And competition for buyer attention is real. Walmart’s 2025 Open Call alone welcomed 500+ entrepreneurs
The HRG Team
Nov 5, 20253 min read


Walmart’s Next Play: Trends Suppliers Must Ride
Walmart’s Next Play: Trends Suppliers Must Ride Walmart isn’t just remodeling stores—it’s rebuilding the operating system of U.S. retail. From a “store of the future” blueprint in Texas to AI-powered shopping and exit tech, the world’s largest retailer is wiring digital into every aisle, endcap, and app screen. If you sell to Walmart (or want to), here’s what’s changing—and how to line up your game plan now. What Walmart is building (and why it matters) A flagship “store of t
The HRG Team
Oct 23, 20254 min read


Private Label: How Suppliers Can Ride the Wave
Let’s be blunt: private label isn’t a “recession play” anymore. It’s a structural shift in how baskets are built.
The HRG Team
Oct 22, 20254 min read


Navigating Walmart Readiness with Expert Guidance
Entering the Walmart marketplace is like setting sail on a vast ocean filled with opportunity and challenge. For consumer packaged goods brands and suppliers, Walmart represents a treasure trove of potential sales and growth.
The HRG Team
Oct 9, 20254 min read


Open Call 2025: What to Know Now
Walmart’s annual Open Call is happening right now in Bentonville—and the energy is real. Think hundreds of founders from nearly every corner of the country streaming into town to pitch U.S.-made, grown, or assembled products to Walmart and Sam’s Club merchants.
The HRG Team
Oct 8, 20253 min read


Unlocking the Benefits of CPG Broker Solutions
Navigating the retail world can feel like trying to find your way through a dense forest without a map. You know there’s a path to success, but the twists and turns can be overwhelming.
The HRG Team
Oct 7, 20254 min read


Post-Audit Surprises: Prepare, Don’t Panic
Here’s the curveball: post-audit deductions can arrive months—even two years—after the sale. If your documentation is messy, those “closed” periods reopen with painful surprises.
The HRG Team
Oct 1, 20251 min read
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