Executive Summary
Deductions remain one of the most persistent and costly challenges facing CPG brands in 2026. Despite advances in data sharing and retailer portals, the average brand still loses between 1% and 3% of gross revenue to unresolved deductions every year. For brands operating with lean finance teams and limited dispute bandwidth, the burden is disproportionately high.
21.3% of all deductions processed through the Revya platform in 2025 were invalid or contained recoverable errors, yet brands disputed fewer than half of them.
This report analyzes deduction trends across the CPG landscape, drawing on data from 47 brands and 3.18M transactions analyzed through the Revya platform in 2025. It covers where deductions originate, which categories carry the highest invalid rates, what the true cost of inaction looks like at different revenue tiers, and what top-performing brands are doing differently to close the recovery gap.
Where Errors Cluster: Invalid Rates by Deduction Type
Invalid rates vary significantly by deduction category, and so does dispute difficulty. Understanding both determines where recovery efforts deliver the most ROI.
Shortage claims carry the highest invalid rate at 63.0% with only medium dispute difficulty, making them the clearest recovery priority. Slotting and early payment discounts offer high invalid rates paired with easy dispute paths, yet are frequently overlooked due to smaller individual values.
Top Causes of Undisputed Deductions
What Separates High-Recovery Brands
Dispute within 2 weeks, not 2 months
Brands that dispute within 14 days of posting recover 2.1×more than those that wait 45+ days.
Match deductions to POs automatically
The #1 cause of missed disputes is missing backup documentation. Automated PO matching eliminates manual research.
Track dispute deadlines like a calendar
Each retailer has different windows. High performers treat each open deduction like an expiring bill.
Categorize and dispute strategically
Leading brands triage by difficulty and dollar value, focusing first on shortage claims, slotting, and early payment discounts.
Four Trends Shaping 2026
Distributor Deduction Teams Are Getting Harder to Reach. Deduction teams are pushing back more than ever, delaying responses, going silent, and requiring multiple follow-ups before any progress is made. Brands can no longer assume a submitted dispute will move on its own.
Documents Are Getting Harder to Review. Deduction documentation is growing more complex with every passing year. KeHE, for example, has moved to a two-tab document structure per deduction, layered with an expanding set of codes that make manual review slow and error-prone. What used to take a quick scan now requires careful cross-referencing just to understand what is being deducted and why. As distributors continue to evolve their formats, the burden on internal teams only grows.
AI-Powered Validation Is Becoming Table Stakes. As deductions become harder to interpret, volume grows and resolution windows shrink, brands that rely on manual review alone are falling behind.
Savvy Brands Are Putting Recovered Dollars Back to Work. As margin pressure intensifies, leading brands are getting serious about deduction recovery, not just as a back-office function, but as a growth lever. The brands winning today are the ones systematically recovering what is owed and reinvesting that money directly into product and growth.