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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.




Jon Allen
Aug 75 min read







Jon Allen,
Jul 295 min read



Jon Allen,
Jul 245 min read



Jon Allen,
Jul 245 min read



Jon Allen,
Jul 225 min read


Jon Allen
Jul 205 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


Are Your Retail Deductions Being Approved Before Your Team Ever Reviews Them?
Retail compliance is changing. For years, suppliers could think of compliance as a set of retailer rules managed through routing guides, vendor manuals, transportation requirements, packaging standards, appointment windows, purchase orders, invoices, and dispute portals. Those rules still matter, but the way retailers and their partners enforce them is becoming faster, more automated, and less forgiving.

Jon Allen,
Jul 154 min read


Private Label Is Growing. Supplier Margins Are Shrinking. Retail Deductions Make It Worse.
Private label is no longer just the cheaper alternative next to national brands. Now, it drives growth for retailers, which means CPG suppliers have to work harder to protect their margins.
Jon Allen
Jul 133 min read


When the Retail Claim Doesn't Match the Facts
Retailer claims can look convincing. A deduction arrives with a claim code, invoice reference, shipment detail, receiving record, or portal document that appears to explain the charge. For a busy supplier, that claim may seem like enough reason to accept the deduction and move on.
But a retailer's claims don't always tell the whole story.
Jon Allen
Jul 63 min read


The Hidden Cost of "Small" Retail Claims
Small retail deductions are easy to overlook. A supplier sees a $75 claim, a $120 shortage, a $250 compliance fee, or a handful of minor invoice adjustments and decides it’s not worth the time. The deduction gets written off, the team moves on, and everyone focuses on the bigger claims.
That may feel practical in the moment, but small deductions can become expensive when they repeat.
Jon Allen
Jul 13 min read




Grocery Shortages: Where Proof Gets Complicated
Fingers hold torn white paper labeled FEES AND CHARGES on a bright blue background.
Jon Allen
Jun 226 min read








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