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supply-chain-optimization-walmart【数据与研究】Supply Chain Bottleneck Analyzer for Walmart Marketplace sellers. Diagnose cash flow, inventory, WFS costs, and referral fees. Includes comparison with Amazon FBA, lower storage fee optimization, and Walmart Connect ad spend analysis. No API key required for basic analysis.
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Supply chain bottleneck analyzer for Walmart Marketplace sellers. Diagnose cash flow, inventory, WFS costs, and referral fees.
npx skills add nexscope-ai/eCommerce-Skills --skill supply-chain-optimization-walmart -g
| 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 |
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
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
}
}
}
export WALMART_CLIENT_ID="xxx"
export WALMART_CLIENT_SECRET="xxx"
| Data | API |
|---|---|
| Orders | Orders API |
| Inventory | Inventory API |
| Fee Reports | Reports API |
Same 4-step process as Amazon version:
**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)
| 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 |
Part of Nexscope AI — AI tools for e-commerce sellers.