A custom-built Shopify returns app that applies keep-it/green-return rules, offers instant exchanges, routes returns to the nearest warehouse, and surfaces AI return-reason analytics. Built, installed and supported by ECOSIRE. One-time license from $499.00 USD for Shopify (build-to-order) — includes 12 months of updates and support.

A custom-built Shopify returns app that applies keep-it/green-return rules, offers instant exchanges, routes returns to the nearest warehouse, and surfaces AI return-reason analytics. Built, installed and supported by ECOSIRE.
अभी कोई भुगतान नहीं। यह हमारी टीम को एक कोटेशन अनुरोध भेजता है — हम कीमत और अगले चरणों के साथ ईमेल द्वारा संपर्क करेंगे।
Returns Routing & Green Returns is a build-to-order Shopify app for high-return-volume brands that are bleeding margin on reverse logistics. It is not an instant App Store download — ECOSIRE builds, installs, and configures it on your store, then supports it. We design the rules, wire the integrations, and hand you a working system tuned to your catalog and warehouse network.
Keep-the-item / green-return rules that refund or credit without inbound shipping when return freight and restocking exceed item value
Instant exchange flow that ships the replacement before the original return arrives, reducing size/fit churn
Smart warehouse routing that picks the nearest or most stock-needy location using Shopify multi-location inventory levels
AI return-reason analytics clustering structured and free-text reasons to expose the products and variants driving returns
Fraud and serial-returner detection flagging abusive return patterns by customer, address, and order history
Store-credit incentive logic that nudges refunds toward store credit with configurable bonus amounts
At its core the app evaluates every return request against rules you define. Low-value or high-restocking-cost SKUs can trigger a keep-the-item ("green return") decision — the customer is refunded or credited without shipping anything back, cutting freight, handling, and disposal cost. For everything else, the app calculates the lowest-cost return path: which of your multi-location inventory warehouses is nearest, has capacity, or already needs that stock.
The app uses the Admin GraphQL API to read orders, fulfillment locations, and inventory levels, listens to orders/fulfilled, refunds/create, and returns webhooks, and stores per-SKU return policy and warehouse routing data in metafields. A merchant-authenticated OAuth install scopes access to exactly the order, return, and inventory permissions needed — nothing more.
Customers get an instant exchange flow: a replacement ships before the original arrives back, reducing churn on size/fit returns. Store-credit incentives nudge refunds toward credit. A fraud and serial-returner layer flags abusive patterns, and an AI return-reason analytics engine clusters free-text and structured reasons so merchandising can fix the products driving returns. Everything is honestly scoped, version-controlled, and maintained by ECOSIRE after delivery.
Owns the cost and speed of returns at a high-volume brand. Wants green-return rules and nearest-warehouse routing to stop paying inbound freight on items not worth shipping back, and a dashboard that proves the savings.
Cares about keeping the customer after a return. Values the instant-exchange flow and store-credit incentives that convert refunds into retained revenue instead of lost sales.
Needs to know which variants drive returns and why. Uses the AI return-reason analytics to fix sizing, descriptions, and quality issues at the source rather than absorbing the returns forever.
Buy the license on ecosire.com and download the Returns Routing & Green Returns module ZIP from your account dashboard.
Extract the ZIP into your Odoo custom addons folder on the server (or upload via Apps > Install from file on Odoo.sh / runbot).
Activate Developer Mode, open Apps, click Update Apps List, search for Returns Routing & Green Returns, and press Install.
Open the new menu, paste your ECOSIRE license key, connect any external credentials (Shopify, Amazon, Stripe, etc.), and save.
Run the built-in connection test, sync your first 10 records, and schedule the recurring cron. Contact support if anything fails.
| Criterion | ECOSIRE | Custom Build | Competitor | Odoo Native |
|---|---|---|---|---|
| Keep-it / green-return refund without inbound shipping | ||||
| Smart routing across multi-location inventory / warehouses | ||||
| Instant exchange ships before return arrives | ||||
| AI return-reason analytics | ||||
| Fraud / serial-returner detection | ||||
| Built, installed and configured for you (no self-setup) | ||||
| Instant self-serve install from App Store | ||||
| Tailored to your exact catalog, rules and warehouse network | ||||
| No per-order SaaS subscription fee |
No. Returns Routing & Green Returns is build-to-order. ECOSIRE builds the app, installs it on your store through a merchant-authenticated OAuth flow, and configures the rules, routing, and integrations for your catalog and warehouses. You get a working, tailored system rather than a generic self-install.
Typical delivery is about 2 to 4 weeks from kickoff, depending on the complexity of your rules, the number of warehouse locations, and how much historical return data you want pre-loaded into the analytics. We confirm a firm timeline during the scoping call after purchase and keep you updated through build, install, and handover.
Your purchase includes a post-delivery support window covering bug fixes and maintenance to keep the app compatible with Shopify Admin API and webhook changes. We also remain available for rule adjustments and enhancements. Longer-term support and feature work can be arranged as a continuing engagement after the initial window.
During the OAuth install the app requests scopes for orders, returns, refunds, and inventory at your fulfillment locations. It reads order and multi-location inventory data via the Admin GraphQL API, listens to returns and refund webhooks, and stores return policy and routing rules in metafields. We request only the scopes the features require.
Yes. Smart routing is built on Shopify multi-location inventory, so any fulfillment location configured in your Shopify admin, including 3PL-managed locations, can be a routing target. We configure the routing logic, such as nearest location or most stock-needy, to match how your network actually operates.
Yes. The rules engine is configured to your thresholds: which SKUs or collections qualify for keep-it refunds, when to offer instant exchanges, store-credit bonus amounts, and the patterns that flag serial returners. ECOSIRE sets this up with you and the rules can be tuned later without rebuilding the app.
A custom-built Shopify returns app that applies keep-it/green-return rules, offers instant exchanges, routes returns to the nearest warehouse, and surfaces AI return-reason analytics. Built, installed and supported by ECOSIRE.