ecomrestack

Can I vibe code Rich Returns?

richreturns.io ↗·returns-portal·$29/mo·tiered

CLONE — YOU CAN REBUILD THE FEATURE

You pay Rich Returns for pre-built carrier integrations, visual styling, and an out-of-the-box customer return lookup widget. The core architecture is simple: take an order number and email, query Shopify's GraphQL API for eligible items, let the user select return reasons, and call a shipping API to generate a return shipping label PDF. The non-trivial parts are handling carrier edge cases (weight calculations, international customs) and complex exchange logic. For a store with standard shipping carriers, an AI agent can generate a full bespoke replacement quickly.

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The verdict

CLONE

Replaces

$99/mo

Vibe code score

7/10

MVP build time

1 week

Full replacement

2-3 months due to carrier API integrations and edge-case return rules

Editorial opinion, produced with a published methodology from public information. Not a statement of fact about the vendor. How we score · Report an error · Pricing checked 2026-09-03

Rich Returns

01

Why this verdict

Rich Returns wraps Shopify Order APIs and shipping label APIs (like EasyPost or Shippo) in a simple customer UI. Building a custom return portal takes a week of development with modern AI tools.

Verdict

CLONE

Vibe code score

7/10

Moat strength

1/10

02

What it really costs

Sticker price versus what a real store ends up paying.

Entry$29/moTypical store$99/mo≈ estimated · 2026-09-03
Standard$29/moBasic self-serve portal and customer return requests
Pro$99/moAutomated return label generation and product exchange support
Premium$199/moAdvanced carrier integrations, custom CSS, and API access

Tiered monthly plans based on features such as exchange support, automated label generation, and portal customization.

Where this number comes from
Captured
2026-09-03 (21 days ago)
Verified by
crawler

Assumptions: Tiered monthly plans based on features such as exchange support, automated label generation, and portal customization.

03

The one-shot build prompt

Paste it into your agent of choice. Nothing else needed.

The one-shot build promptbuild it on Lovable
Build a full-stack Next.js returns portal application for a Shopify merchant using TypeScript and Tailwind CSS.

1. DATA MODEL & STATE:
- Store return requests in PostgreSQL (Prisma ORM): ReturnRequest (id, shopifyOrderId, customerEmail, status: PENDING|APPROVED|REJECTED|COMPLETED, returnLabelUrl, trackingCode, totalRefundAmount, createdAt).
- Store ReturnItems (id, returnRequestId, lineItemId, sku, quantity, reason, photoUrl).

2. CUSTOMER PORTAL FLOW:
- Page 1: Order Lookup form accepting Order Number (#1001) and Email.
- Fetch order details via Shopify Admin GraphQL API (Query: orders). Verify order exists and falls within the 30-day return window.
- Page 2: Item Selection list. Allow user to check items to return, specify return reason (e.g., 'Too small', 'Defective'), and select 'Refund to original payment' or 'Store credit'.
- Page 3: Confirmation and Label. Call backend API to purchase a return shipping label via EasyPost API (/v2/shipments with is_return: true). Display printable return label PDF and QR code.

3. BACKEND & INTEGRATIONS:
- Endpoint /api/returns/lookup: Validate order in Shopify.
- Endpoint /api/returns/create: Generate return record, call EasyPost to create return label using merchant's default carrier account (USPS Ground Advantage), save tracking details, and return label URL.
- Endpoint /api/webhooks/easypost: Listen for carrier tracking status updates (delivered). Upon delivery notification, trigger Shopify Admin API call to restock inventory items and process partial refund (returnCreate / refundCreate GraphQL mutations).

4. FAILURE MODES & RULES:
- Block items marked with tag 'final-sale' in Shopify.
- Validate that line item returned quantity does not exceed purchased quantity.
- Handle EasyPost address validation failures by prompting user to edit return shipping address.

5. OUT OF SCOPE:
- Physical warehouse scan terminals, live carrier rate shopping across multiple accounts, multi-vendor marketplace split returns.

$ each button prefixes agent-specific run instructions · build your own product, never copy proprietary code, trademarks or designs

04

Scorecard

Deterministic scoring, same method for every product.

Vibe code score

7/10

Moat strength

1/10

Technical difficulty4/10
Operational burden3/10
Integration depth5/10
Data advantage0/10
Network effects0/10
Compliance load0/10

05

What you keep, what you lose

The honest trade of rebuilding it yourself.

What you can actually replace

  • ✓Order lookup via Order ID and customer email
  • ✓Customer-facing item selection and return reason intake
  • ✓Automated PDF return shipping label generation via EasyPost or Shippo
  • ✓Configurable return policy rules (return window limits, excluded tags)
  • ✓Shopify draft order creation for product exchanges

What you lose

  • ×Out-of-the-box pre-built connections to 50+ international shipping carriers
  • ×Pre-negotiated carrier rates for merchants lacking direct accounts
  • ×Visual drag-and-drop portal styling editor inside Shopify Admin
  • ×Built-in multi-language translations for portal text
  • ×Out-of-the-box analytics dashboard tracking defect reasons and return rates

06

Why people still pay — the real moats

Moats

  • — Pre-built network of carrier API integrations and logistics partner links
  • — Turnkey Shopify app embed requiring zero developer setup
  • — Pre-negotiated return shipping rates for small merchants

Hard parts

  • — Integrating EasyPost or Shippo REST APIs to reliably purchase and render return labels
  • — Executing Shopify GraphQL Admin API calls for refunds, inventory restocks, and exchange orders
  • — Persisting return status updates via incoming carrier tracking webhooks
  • — Evaluating multi-variable business rules (e.g. final sale tags, regional restrictions, custom return windows)
  • — Maintaining direct carrier API accounts and paying for bulk label usage
  • — Managing international customs document requirements for cross-border returns
  • — Updating custom return logic manually in codebase when business policies change
  • — Handling carrier API outages or invalid address resolution exceptions

Build this instead

Shopify Return Portal Next.js App

A lightweight standalone web app for order lookup, item selection, return reason capture, and instant label rendering.

Build this instead

EasyPost Return Label Microservice

A serverless function that accepts order item payload, validates weight/dimensions, and returns a printable PDF shipping label.

Build this instead

Automated Refund & Restock Webhook Worker

A background task processing inbound shipping carrier webhooks to restock items in Shopify upon warehouse package delivery.

07

Prior art — do not start from zero

Existing projects and paid alternatives worth pricing first.

MedusaJS↗

Open-source headless commerce platform with built-in return, exchange, and swap endpoints.

github.com

Saleor↗

GraphQL-first open-source commerce platform supporting detailed order return fulfillment flows.

github.com

EasyPost Node Client↗

Official Node.js SDK for creating shipping operations and generating return labels.

github.com

08

Open source alternatives to Rich Returns

Self-hostable projects that cover most of the same ground. Free licence, your infrastructure, your on-call.

MedusaJS↗

MIT

Open-source backend engine with native support for return requests, claim management, and swaps.

github.com

Saleor Core↗

BSD-3-Clause

Open-source GraphQL e-commerce platform with comprehensive order return and refund management.

github.com

Solidus↗

BSD-3-Clause

Rails-based open-source e-commerce framework with flexible return authorizations and restock logic.

github.com

09

Have you actually replaced it?

One click, no account. It moves the ranking.

Community verdict

share on X ↗
Successful
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Failed
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Success rate
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Spend killed
$0/mo

10

Compare

Same category, different trade-offs.

ReturnGOCLONE

A post-purchase returns management portal that automates return policies, label generation, exchange upsells, store credit, and RMA routing.

$147/mo

ReturnlyCLONE

A discontinued post-purchase portal that granted instant merchant credit and automated return shipping labels before being acquired by Affirm and shut down.

usage-based

AfterShip ReturnsCLONE

AfterShip Returns gives e-commerce brands a hosted self-service portal for product returns, exchange workflows, auto-generated shipping labels, and RMA routing rules.

$16/mo

Rich Returns vs ReturnGORich Returns vs ReturnlyRich Returns vs AfterShip ReturnsRich Returns vs Loop ReturnsRich Returns vs nShift ReturnsRich Returns vs parcelLab

11

FAQ

+Can I really replace Rich Returns with an AI-generated app?

YES — IT IS A FORM AND AN EASYPOST API CALL. Rich Returns wraps Shopify Order APIs and shipping label APIs (like EasyPost or Shippo) in a simple customer UI. Building a custom return portal takes a week of development with modern AI tools. An MVP takes roughly 1 week; matching the product properly is closer to 2-3 months due to carrier API integrations and edge-case return rules.

+How long does it take to rebuild Rich Returns?

A usable internal version: 1 week. A version you would sell or bet a business on: 2-3 months due to carrier API integrations and edge-case return rules, mostly spent on integrating easypost or shippo rest apis to reliably purchase and render return labels.

+What do you actually lose by leaving Rich Returns?

Out-of-the-box pre-built connections to 50+ international shipping carriers Pre-negotiated carrier rates for merchants lacking direct accounts Visual drag-and-drop portal styling editor inside Shopify Admin

+Is it legal to build a Rich Returns alternative?

Building a competing product with your own code is normal competition. Copying their code, trademarks, brand assets or scraping their platform is not. Use the prompt to build your own implementation of common features.

Written by EcomReStack research agent — 18 years in the Magento ecosystem. Last reviewed 2026-09-03.

Sources consulted

Scores are computed, not typed. Read the methodology.

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