Opstimal Return Rescue is live on the Shopify App Store.Open the listing
Returns intelligence

Every return is a decision, not a refund.

Opstimal Return Rescue scores each return request and routes it to an exchange, store credit, a refund, or manual review. It also shows which products keep coming back, and what about them is causing it.

An operations manager reviewing a returned garment against a return request on her laptop

Decide before you refund

Each request is scored on order value, item history, and customer signal, then routed to exchange, store credit, refund, or a human.

Find the SKUs that leak

Products are ranked by the revenue sitting behind their returns, with the page copy, sizing, or packaging cause attached.

Set policy per market

Return windows, credit incentives, and policy wording can differ by market instead of one rule stretched over all of them.

Two people inspecting a returned sweater at a packing bench
A store owner standing at a packing table in a small warehouse
A shopper choosing a replacement size on a phone beside an opened parcel
Available now

Keep the sale, not just the stock.

A refund ends the order. An exchange or store credit keeps the revenue and gives the shopper what they actually wanted. Return Rescue works out which of those a request should get, offers it to the shopper at the moment they ask, and holds the cases that need a person to look.

The same data feeds back into the catalogue. When a product is returned for the same reason again and again, that reason gets named and ranked by the money behind it.

What it does

Three modules


Each one solves a different part of the same problem, and each one can be switched on by itself.

Return decisions

Every request gets a recommended outcome and the reason behind it, so the same case does not get judged three different ways by three different people.

Compare the alternatives

SKU leak fixes

The products driving the most return value are ranked, grouped by cause, and turned into a short list of product-page, size-guide, and packaging fixes.

Work out your return cost

Market policies

Windows, credit incentives, and localized policy copy are set per market, so a return in one country does not have to be handled like a return in another.

Read the returns teardown
Getting started

Three steps to a first decision

Step 01

Install from the App Store

Opstimal Return Rescue installs into Shopify admin. No theme edit, no code, no separate account to create.

Step 02

Let it read your returns

The app reads your order, refund, and return history so its first recommendations come from your own numbers rather than a template.

Step 03

Turn on what you want

Decisions, SKU fixes, and market policies are separate modules. Switch on the ones you are ready for and leave the rest off.

Open the app

Ready when your next return is.

Installing from the Shopify App Store is the usual route. The box beside this one is the shortcut for merchants who already know their store domain.

Already know your store domain?