Deduction recovery at specialty food brands runs under 15% of deducted dollars. Five compounding operational failures, not failed disputes, explain the gap.
A single wrong digit in a GS1-128 shipping label GTIN generates retailer chargebacks thousands of times the label's cost. Most brands verify labels by eye.
Seven GDSN validation errors cause most retailer rejections, brand name mismatches, missing GLNs, barcode type errors. Per-field fixes and what they cost.
Most retailer chargebacks concentrate in four root cause categories. How to run the twelve-month diagnostic that maps each one to a fixable data field.
Most co-packer agreements protect IP but miss the operational clauses that prevent retailer chargebacks, GTIN ownership, ASN obligations, fill rate.
Most OTIF fines at specialty food brands trace back to product master data errors, not late trucks. Where the data breaks, and what it costs.