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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.


Freight Claims Are Often the Final Clue in a Much Longer Story
A freight claim shows up after your shipment leaves your facility, moves through the carrier, arrives at the retailer, and goes through receiving.
By the time your team sees the deduction, the actual event has already happened.
The paperwork might list reasons like damaged, late, missing, refused, or noncompliant.
But it usually does not show where responsibility shifted or where things went wrong.
So, a freight claim is more than just a charge.
It is the last clue in a
Jon Allen
Sep 165 min read



Jon Allen,
Jul 295 min read


Tariffs Are Changing Again. Suppliers Need a Deduction Plan Before the Next Cost Shock.
Tariffs are back at the center of supplier planning, and CPG companies should not treat them as a problem limited to landed cost. Tariffs can affect pricing, inventory timing, retailer negotiations, cash flow, promotional planning, and deduction exposure. When costs change quickly, the risk is not only that margin gets squeezed. The risk is that operational disruption creates new claims after the sale.
Jon Allen
Jul 175 min read







Jon Allen,
Apr 274 min read


Jon Allen
Mar 308 min read


Tariffs to Markdowns: The Margin Squeeze
Tariffs don’t usually show up in your P&L as a neat little line item labeled “Tariffs.” They show up sideways.
They show up as cost creep, then promo pressure, then markdown funding, then returns, then deductions. By the time the dust settles, everyone’s arguing about why the margin missed… and no one can point to a single smoking gun.
Jon Allen
Mar 93 min read


Q1 Supply Chain Risk: Freight, AI, Deductions
Explore the intricacies of Q1 2026 Supply Chain Risk: Freight, AI, and Deductions. Learn how deductions impact your business strategy.
Jon Allen
Jan 163 min read


Jon Allen
Aug 29, 20233 min read
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