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Newsroom: Retail Deductions, Promotions, and Chargeback Recovery


Valentine’s Sell-Through: Avoid the Retail Margin Cliff
Valentine’s is one of those holidays that looks small on the calendar… until you feel it in the PO volume.
For 2026, the National Retail Federation (NRF) expects Valentine’s spending to hit a record $29.1 billion, with shoppers budgeting $199.78 on average.
The HRG Team
Feb 93 min read


Where’s the Money? Q1 Cash Flow for Suppliers
Late January is when many supplier teams have the same quiet moment.
You look at Q4 shipments and sales. You feel good about demand. Then you look at the bank balance… and it doesn’t match the story.
That gap isn’t bad selling. It’s netting.
It’s the reality that in retail, revenue can be real and still not be cash—at least not yet.
The HRG Team
Jan 302 min read


The Q1 2026 Supplier Playbook: Turn Sales Into Cash Faster
This isn’t about fighting every deduction. It’s about protecting working capital with a repeatable operating system.
The HRG Team
Jan 302 min read


Supplier Playbook: Build a “Retail Compliance Operating System”
Discover how to build a Retail Compliance Operating System to control compliance issues. Learn Retail Compliance strategies for 2026 success.
The HRG Team
Jan 282 min read


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


Q1 Trade Spend Reset: When Promos Get Audited by Machines
In the first quarter (Q1), promotions are enforced by systems, not people. Here’s how suppliers stop short pays, billback chaos, and trade spend leakage before it repeats all year.
Trade spend is one of the biggest checks you write all year.
And in Q1 (first quarter), it has a bad habit of turning into a second job—because the retailer’s system starts “auditing” your promotions for you.
Not with a person. With rules.
The HRG Team
Jan 264 min read


Retail Returns in 2026: The Supplier Cost Trap
Returns aren’t just a retailer's problem anymore. They’re a supplier profit problem.
And January is when you feel it.
The HRG Team
Jan 233 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


Agentic Commerce: What Google’s UCP Means for Suppliers
Google announced the Universal Commerce Protocol (UCP) —an open standard designed to enable AI “agents” to communicate with retailers and commerce platforms throughout the purchase journey. And it didn’t show up alone. Google highlighted partnerships with Walmart, Shopify, and Target (among others), with the goal of letting customers complete purchases in Google Search and Gemini without hopping between apps and retailer sites. If you supply retail, here’s the simple take
The HRG Team
Jan 194 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


Holiday Deductions and Chargebacks: Protecting Q4 Margin
By early December, most suppliers are looking at the same thing: big, beautiful holiday sales numbers… and a deduction report that feels like a crime scene.
Retailers are forecasting more than $1 trillion in U.S. holiday sales this year, with November and December accounting for around 19% of annual retail sales. That’s the good news.
The HRG Team
Dec 12, 20254 min read


Holiday Deductions and Chargebacks: Protecting Q4 Margin
By early December, most suppliers are looking at the same thing: big, beautiful holiday sales numbers… and a deduction report that feels like a crime scene.
Retailers are forecasting more than $1 trillion in U.S. holiday sales this year, with November and December accounting for around 19% of annual retail sales. That’s the good news.
The HRG Team
Dec 10, 20254 min read


Holiday Chargeback Autopsy: Lessons for 2026
Nearly 203 million consumers shopped during the five-day Thanksgiving–Cyber Monday weekend—a record. More orders, more shipments, more exceptions.
And that means more chargebacks.
If November and December are when sales spike, January is when the chargebacks show up in your inbox. The trick is not just to pay them and move on, but to treat them like a free consulting report from your retailers.
The HRG Team
Dec 8, 20252 min read


Did Holiday Retail Sales Actually Lift Your Margin?
The National Retail Federation (NRF) expects 2025 holiday retail sales in November and December to cross the $1 trillion mark for the first time, up about 3.7%–4.2% over last year. And 2024 already set a record, with core holiday sales hitting roughly $994.1 billion, up 4% year over year.
That’s great for headlines. But here’s the question that matters for you as a supplier:
Did holiday retail sales actually lift your margin?
The HRG Team
Dec 4, 20253 min read


Year-End Close: Turn Holiday Data into Buyer Wins
Year-end close can feel like a necessary evil. Accruals. Reclasses. Deductions. Spreadsheets everywhere.
But here’s the opportunity: the same work you are doing to close the books can help you open the story you tell buyers in 2026.
The HRG Team
Dec 1, 20253 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
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