battles / Returns
PostCo vs Rich Returns
PostCo ($299/mo/mo, vibe code 3/10) vs Rich Returns ($99/mo/mo, vibe code 7/10). Rich Returns is the easier one to rebuild yourself — here is what you lose either way.
Returns
$299/mo/mo
- MVP
- 1 week
- Full replacement
- 6-12 months, due to carrier API integrations and edge-case logistics routing
Returns
$99/mo/mo
- MVP
- 1 week
- Full replacement
- 2-3 months due to carrier API integrations and edge-case return rules
easier to rebuild
get the build prompt →price gap / year
$2,400/mo
running both / year
$4,776/mo
our call
Start with Rich Returns — highest vibe code, weakest moat.
PostCo
Rebuilding the customer-facing return portal and basic exchange rule engine takes days using modern AI dev tools. However, maintaining direct label generation APIs across fragmented APAC logistics providers (Janio, Ninja Van, J&T) creates ongoing engineering drag. Build it yourself only if you rely on major unified aggregators like EasyPost or Shippit.
you can rebuild
- Branded customer-facing self-service return portal UI
- Rule-based return eligibility validation based on purchase date
- Product variant exchange logic and instant store credit generation
- Admin dashboard for reviewing, approving, or rejecting return requests
- Automated Shopify webhook processing for order restock and refunds
what you lose
- Direct out-of-the-box support for regional APAC carriers (e.g., Ninja Van, Pos Malaysia)
- Turnkey retail and drop-off point network integrations
- Pre-negotiated carrier return label printing formats and validation
- SLA maintenance on broken or updated carrier shipping APIs
- Automated customs declaration document generation for cross-border returns
real moats
- Pre-built integration engine across fragmented regional shipping networks
- Localized drop-off location infrastructure partnerships in South East Asia
- Operational lock-in inside warehouse receiving workflows and SOPs
Rich Returns
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.
you can rebuild
- 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
real 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
open source escape hatches
- MedusaJS MIT
- Saleor Core BSD-3-Clause
- Solidus BSD-3-Clause
Questions people ask
Which is easier to rebuild with AI, PostCo or Rich Returns?
Rich Returns. It scores 7/10 on vibe code with a moat of 1/10, so an AI-assisted MVP takes about 1 week and a full replacement about 2-3 months due to carrier API integrations and edge-case return rules.
Which one costs less, PostCo or Rich Returns?
Rich Returns at $99/mo/mo for a typical mid-market store. The gap between the two is about $2,400/mo a year.
What do I lose if I replace PostCo?
Direct out-of-the-box support for regional APAC carriers (e.g., Ninja Van, Pos Malaysia) Turnkey retail and drop-off point network integrations Pre-negotiated carrier return label printing formats and validation
What do I lose if I replace 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
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