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Retail Revenue Insights
Expert guidance for retail suppliers navigating deductions, compliance, recovery and the issues that quietly erode profitability.
Understand the issue. Identify the pattern. Protect the revenue.






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.
Jon Allen
Apr 153 min read


After Easter: Markdowns, Allowances, and Chargebacks
Easter may be a selling season. For many suppliers, it is also the start of the financial cleanup.
In 2026, Easter falls on Sunday, April 5, and the National Retail Federation says consumers are expected to spend a record $24.9 billion, with planned spending of $195.59 per person.
Jon Allen
Apr 104 min read


Reset Season Is Also Markdown Season
Spring resets sound clean.
Fresh shelves. New items. Better assortments. Seasonal transitions. A chance to improve what shoppers see and what stores carry.
In theory, it is all very logical.
In practice, spring resets can be messy. And for suppliers, one of the messiest outcomes is markdown exposure that shows up quietly, then hits margin all at once.
Jon Allen
Mar 254 min read


Easter Promotion Errors Start Earlier Than You Think
When people think about the Easter selling season, they usually picture the finish line.
The displays are up. Seasonal packaging is out. The ad is live. Stores are busy. Everybody is watching the holiday weekend.
But for suppliers, the real trouble often starts much earlier.
Jon Allen
Mar 234 min read


Excessive Defectives Are Quietly Draining Margin
There’s a particular kind of loss that doesn’t usually cause a big internal fire drill.
It doesn’t show up like a missed sales forecast. It doesn’t explode like a failed promotion.
It doesn’t get the same attention as a major compliance dispute.
It just… leaks.
Jon Allen
Mar 164 min read


Markdown Season + Post-Audit Season: The Double Dip
Hand holding magnifying glass over "PRICE REDUCED" text on pink background. The magnifying glass has a golden rim.
Jon Allen
Mar 113 min read


Promotional Allowances: Growth Lever or Profit Leak?
Promotions are supposed to do something good.
Drive volume.
Win visibility.
Support a launch.
Create excitement.
Move shoppers from “maybe later” to “I’ll grab it now.”
That’s the theory.
Jon Allen
Mar 114 min read


Unsaleables Spike? Audit Excessive Defectives Fast
Defectives and unsaleables can quietly drain margin. Here’s a finance-first audit to spot duplicates, wrong rates, and out-of-window claims—fast.
Jon Allen
Mar 23 min read


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.
Jon Allen
Feb 253 min read
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