COD return-risk scoring · Egypt
Know if an order will be returned, before you ship it.
Industry estimates put Egypt’s COD return rate between 15% and 35% — wide enough that most sellers cannot tell you their own number. VOUCH scores each order in seconds and tells you whether to ship COD, confirm first, or ask for payment up front.
How it works
Three steps, about two seconds.
Send the order
Governorate, area, value, category, channel — fields you already collect at checkout. Nothing extra for the buyer to do.
VOUCH scores it
An ensemble of three models weighs location history, discount depth, order value, sales channel, and how this buyer behaved with your brand before.
You get a decision
Not just a number — a recommended action: ship cash on delivery, confirm by phone first, or ask for prepayment.
Live demo
Score an order yourself.
Change anything below and the verdict updates instantly. Start from a preset if you are in a hurry.
This demo runs a simplified model in your browser, so it works without an account. It is tuned to err toward caution rather than toward shipping. We are pre-launch — the production model gets calibrated on your store’s real orders once you connect. Request access.
Why trust the number
What’s under the hood.
Ensemble
CatBoost, histogram gradient boosting and logistic regression, blended into one score.
The problem
Industry estimates, not measured by us. Above Gulf markets. Your real number is the one that matters.
Privacy
Phone numbers are hashed with a secret key before storage. The raw number is never written to disk.
Stop shipping orders that come back.
Tell us about your store and we will set you up. Egyptian sellers only, for now.