Retail Revenue Insights

Your sales team sees stronger volume, leadership sees revenue growth, and everyone believe the promotion delivered exactly what the business needed. Then the deductions start arriving.

A retailer deduction arrives, and your team must decide what it means and what to do. Is the charge contractually valid? Was it triggered by something your company could have prevented? Is the claim inaccurate, unsupported, or calculated incorrectly?

A deduction shows up on the accounts receivable report, but no one can say for sure why it happened. Finance knows how much was withheld. Sales understands the relationship with the retailer. Operations keeps the shipment records, and customer service might have the purchase order, invoice, and emails. Each team has part of the story, but no one has the full answer. Eventually, the claim gets coded, reconciled, or written off. The report moves on, but the main question is s

CPG suppliers can grow shipments and still lose margin after retail deductions, chargebacks, returns, shortages, and allowances. Here’s why collected revenue matters more than gross sales.

At first glance, spring promotions seem simple. You run the ad, ship the product, fund the allowance, and watch sales go up. That should be it, right? Not quite.