battles / B2B
Pepperi vs Sana Commerce
Pepperi ($1,500/mo/mo, vibe code 3/10) vs Sana Commerce ($2,500/mo/mo, vibe code 4/10). Pepperi is the easier one to rebuild yourself — here is what you lose either way.
B2B
$1,500/mo/mo
- MVP
- 3-4 weeks
- Full replacement
- 12-18 months, due to native offline sync engines, matrix order interfaces, and complex legacy ERP mappings.
easier to rebuild
get the build prompt →B2B
$2,500/mo/mo
- MVP
- 2-3 weeks
- Full replacement
- 12-18 months
price gap / year
$12,000/mo
running both / year
$48,000/mo
our call
Start with Pepperi — highest vibe code, weakest moat.
Pepperi
Pepperi combines a B2B web portal with native offline-first mobile apps for field sales reps and deep ERP synchronization. Rebuilding a basic B2B web store is trivial, but replicating robust offline device sync, dynamic wholesale price books, and legacy ERP connectors requires extensive engineering.
you can rebuild
- B2B customer login and account self-service portal
- Web catalog browsing with tiered wholesale pricing
- Basic matrix ordering web inputs for size/color variants
- PDF quote generation and order history tracking
- Custom B2B checkout with credit line terms
what you lose
- Native iOS/Android offline-first mobile app for field sales reps
- Pre-built bi-directional connectors for legacy ERP systems (SAP, NetSuite, Dynamics)
- Trade show rapid barcode scanning order entry tool
- Complex trade promotion engine with condition-based discounts
- Field sales rep route optimization and activity reporting dashboard
real moats
- Deep enterprise ERP integration lock-in
- Proprietary offline-first data synchronization and conflict resolution engine
- High organizational switching costs due to entrenched field sales rep workflows
Sana Commerce
AI can build the front-end B2B portal, quote flow, and cart in a few afternoons. However, Sana's entire enterprise business is built around deep, proprietary ERP web service integration with SAP and Microsoft Dynamics that runs natively inside ERP codebases.
you can rebuild
- B2B Customer Portal UI (Order history, invoice downloads, account balances).
- Quote-to-order conversion workflows and sales agent order-on-behalf-of impersonation.
- Customer-specific catalog presentation and segment-based navigation menus.
- RMA (Returns & Refunds) request forms and status tracking.
- B2B quick-order grids, CSV order upload, and re-order lists.
what you lose
- Native in-ERP add-ons (AL extensions for Dynamics 365, ABAP objects for SAP) that expose ERP pricing and business logic safely via web services.
- Out-of-the-box integration with legacy ERP systems (SAP ECC, NAV, AX, Business One).
- Battle-tested ERP failover handling and transaction lock protection.
- Certified enterprise security and compliance standards required for ERP data exposure.
- Automated multi-currency, multi-entity tax and credit check logic embedded in enterprise financial modules.
real moats
- Pre-packaged enterprise ERP integrations (proprietary ABAP modules for SAP and C/AL or AL extensions for Dynamics) tested against 20+ years of ERP version quirks.
- Real-time pricing and stock engine capable of executing complex ERP logic (trade agreements, matrix discounts, dynamic tax calculation) without crashing enterprise ERPs under heavy load.
- Deep industry reputation and certified partner network with SAP and Microsoft Dynamics integrators.
open source escape hatches
- OroCommerce OSL-3.0
- Vendure B2B MIT
- Odoo Sales & Purchase LGPL-3.0
Questions people ask
Which is easier to rebuild with AI, Pepperi or Sana Commerce?
Pepperi. It scores 3/10 on vibe code with a moat of 3/10, so an AI-assisted MVP takes about 3-4 weeks and a full replacement about 12-18 months, due to native offline sync engines, matrix order interfaces, and complex legacy ERP mappings..
Which one costs less, Pepperi or Sana Commerce?
Pepperi at $1,500/mo/mo for a typical mid-market store. The gap between the two is about $12,000/mo a year.
What do I lose if I replace Pepperi?
Native iOS/Android offline-first mobile app for field sales reps Pre-built bi-directional connectors for legacy ERP systems (SAP, NetSuite, Dynamics) Trade show rapid barcode scanning order entry tool
What do I lose if I replace Sana Commerce?
Native in-ERP add-ons (AL extensions for Dynamics 365, ABAP objects for SAP) that expose ERP pricing and business logic safely via web services. Out-of-the-box integration with legacy ERP systems (SAP ECC, NAV, AX, Business One). Battle-tested ERP failover handling and transaction lock protection.
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