supply-chain-optimization-walmart
# Supply Chain Optimization — Walmart 📦
Supply chain bottleneck analyzer for Walmart Marketplace sellers. Diagnose cash flow, inventory, WFS costs, and referral fees.
## Installation
```bash
npx skills add nexscope-ai/eCommerce-Skills --skill supply-chain-optimization-walmart -g
```
## Platform Characteristics
| Feature | Walmart | vs Amazon |
|---------|---------|-----------|
| Fulfillment | WFS (Walmart Fulfillment Services) | FBA |
| Commission | 6-15% (by category) | 8-15% |
| Payment cycle | 14-21 days | 14 days |
| Storage fees | Lower | Higher |
| Long-term storage | No extra fee | Yes |
## Cost Structure (Walmart)
```
Selling Price $XX
├── Product Cost
├── Inbound Shipping
├── WFS Fulfillment Fee (similar to FBA)
├── WFS Storage Fee (lower than FBA)
├── Referral Fee (6-15%)
├── Advertising (Walmart Connect)
└── Net Profit
```
## Benchmark Configuration
```python
BENCHMARKS = {
"walmart": {
"gross_margin": {
"healthy": 0.35, # Walmart commission lower, benchmark can be lower
"warning": 0.25,
"danger": 0.15
},
"shipping_ratio": {
"healthy": 0.06, # WFS shipping slightly higher
"warning": 0.10,
"danger": 0.15
},
"inventory_days": {
"healthy": 45,
"warning": 60,
"danger": 90
},
"cash_cycle": {
"healthy": 100, # Payment cycle slightly longer
"warning": 130,
"danger": 160
},
"net_margin": {
"healthy": 0.18,
"warning": 0.10,
"danger": 0.05
}
}
}
```
## API Integration
### Walmart Marketplace API
```bash
export WALMART_CLIENT_ID="xxx"
export WALMART_CLIENT_SECRET="xxx"
```
### Available Data
| Data | API |
|------|-----|
| Orders | Orders API |
| Inventory | Inventory API |
| Fee Reports | Reports API |
## Usage Flow
Same 4-step process as Amazon version:
1. Business profile collection
2. Supply chain data collection
3. Bottleneck diagnosis
4. Cost reduction plan output
## Input Data
```
**Sales (Walmart-specific)**
• Average Selling Price: $___
• WFS Fulfillment Fee: $___/unit
• Referral Fee Rate: ___%
• Walmart Connect Ad Spend Ratio: ___%
**Inventory**
• Current Inventory Days: ___ days
• (Walmart has no long-term storage fees)
```
## vs Amazon Comparison
| Item | Amazon | Walmart |
|------|--------|---------|
| Fulfillment | FBA | WFS |
| Storage fees | High | Low |
| Long-term storage | Yes | No |
| Commission | 8-15% | 6-15% |
| Payment cycle | 14 days | 14-21 days |
| Traffic | High | Medium |
## Key Advantages
- **No long-term storage fees** — Better for slow-moving inventory
- **Lower referral fees** — 6-15% vs Amazon's 8-15%
- **Lower storage costs** — WFS storage cheaper than FBA
- **Growing marketplace** — Less competition than Amazon
---
**Part of [Nexscope AI](https://www.nexscope.ai/) — AI tools for e-commerce sellers.**
标签
skill
ai
