Gross chargeback rate calculator
How much of gross revenue retailers take back.
Formula
Gross chargeback rate % = (total deductions ÷ gross revenue) × 100
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Gross chargeback rate
2.00%
of gross revenue taken in deductions
Worked example
Take $84,000 in deductions against $4,200,000 in gross revenue and the rate is 2.00%. On a business running a 40% gross margin, those two points of revenue are five points of margin.
When you reach for this
The headline exposure number, before anything you dispute comes back. Use it to size the problem and to decide whether compliance work deserves headcount.
How to read the number
Read it next to your net rate. A wide gap between gross and net means your dispute process is working; a narrow one means you are absorbing nearly everything assessed, which is usually a documentation problem rather than a shipping one.
What the big retailers require
- Walmart Charged per case that misses the OTIF bar rather than assessed as a rate. Your own number: OTIF Scorecard in Retail Link. Missing it costs: 3% of the cost of goods.
- Target Charged per non-compliant item across on-time, fill, and documentation. Your own number: Supplier Performance Management dashboard, refreshed weekly. Missing it costs: 3% of the cost of goods, with a $150 floor per chargeback.
- Amazon Shipment documentation accuracy is tiered: the penalty rises as your compliance rate falls. Your own number: Operational Performance in Vendor Central. Missing it costs: 2% of product cost above 95% accuracy, 4% between 70% and 95%, and 6% below 70%.
Programs get revised and your agreement can set a different bar, so read this against the routing guide and scorecard for your own account before you plan against it.
Metrics that travel with it
Questions operators ask about this metric
Which deductions belong in the numerator?
Everything the retailer withheld: compliance penalties, shortage claims, freight and allowance chargebacks, and unauthorized deductions you have not disputed yet. Leaving out the ones you plan to fight makes the rate look better than the cash does.
Should the denominator be gross or net revenue?
Gross, for this metric. Net double-counts the deductions — once in the numerator and again by shrinking the denominator — which understates the problem you are trying to size.
Why does the rate jump in a single month?
Most retailers batch their audits. A quarter of shortage claims can settle in one month, so trend this over a rolling quarter rather than reading one month as a direction.
Is this the number to take to the board?
Take the net rate to the board, since it reflects what you kept losing after disputes closed. Gross is the operational number: it sizes the problem before your recovery effort touches it.
Stop calculating this by hand
Every number on this page comes out of data you already have — orders, shipments, inventory, deductions. Endless keeps those in one source of truth instead of four exports, so the metric updates on its own and agents watch it for you.