Returns Economics
The numbers behind reverse logistics: cost, restock velocity, and margin recovery.
Returns reserve accounting: budgeting for the returns you have not received yet
A returns reserve built on refund rate alone almost always undercounts what a business owes itself. Here is how to model the liability properly, using grading and disposition data instead of guesswork.
Liquidation recovery rates: what you actually get back
Liquidation recovery rates swing from 5 cents to 60 cents on the dollar depending on grade, category, and channel. Here is what actually drives the number and how disciplined grading protects it.
The real cost of a chargeback for returns-heavy sellers
A chargeback is never just the disputed amount. Between fees, lost inventory, and reserve holds, returns-heavy sellers often pay three to five times the transaction value. Here is where that cost hides and how evidence closes the gap.
Markdown Decay vs Restock Speed: The Clock That Erodes Margin
Every day a returned item sits ungraded, it loses resale value. This is the math behind markdown decay, why restock speed is the only real countermeasure, and how a 48 hour median cycle changes the equation.
Returns as a P&L Line: Accounting for the Hidden Cost Center
Most finance teams bury returns inside COGS and call it done. That hides the real damage. Here is how to pull returns out as their own P&L line, with the buckets, the math, and the recovery numbers to check it against.
Cross-border returns: the math that changes at the EU border
Shipping EU returns back to a US facility eats the resale value. Local intake changes the economics of every cross-border return.
Restock velocity: the metric that pays for your returns program
If a returned item is resellable, every day it is not back on the shelf is lost margin. Restock velocity is the number that turns returns from a cost center into recovered revenue.
The real cost of a return is not the refund
The refund is the visible number. The hidden cost is the days an item sits ungraded and unsellable. Here is how to measure what a return actually costs you.