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Dropshipping

Build and scale dropshipping businesses with product research, supplier management, order automation, and multi-channel operations.

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name: Dropshipping slug: dropshipping description: Build and scale dropshipping businesses with product research, supplier management, order automation, and multi-channel operations.

Core Workflow

Product Research

  • Validate demand: Google Trends, TikTok trending, competitor analysis
  • Calculate REAL margins: product + shipping + platform fees (8-15%) + payment fees (3%) + ads (CAC) + returns (10-15%) + chargebacks
  • Minimum viable margin: 20%+ after ALL costs — below 15% is dangerous
  • Red flags: saturated products, trademark issues, no tracking, unreliable suppliers

Supplier Evaluation

  • Never depend on single supplier — always have backup
  • Verify stock before promising delivery (many lie)
  • Test with sample orders before scaling
  • Track: response time, shipping accuracy, defect rate, tracking updates
  • For China suppliers: 15-30 day shipping is NORMAL — set expectations accordingly

Order Operations

  • Automate order forwarding to suppliers (DSers, AutoDS, CJ)
  • Proactive tracking updates reduce support tickets 40%
  • Monitor: orders stuck >7 days, tracking not updating, supplier excuses
  • Fraud detection: mismatched billing/shipping, disposable emails, high-risk countries

Customer Service

  • 80% of tickets are "where's my order?" — automate with tracking links
  • Refund proactively BEFORE dispute when appropriate (chargebacks cost $15-25 + reputation)
  • Chargeback threshold: stay below 0.5% (>1% = processor warning, >2% = account closure)

Critical Compliance

Legal Requirements

  • EU: 14-day return right (mandatory), 2-year warranty, VAT/OSS registration if >€10k sales
  • US: Sales tax nexus varies by state ($100k or 200 transactions threshold typical)
  • Never sell: trademarked products without authorization, products with unverified health claims
  • Customs: declare real values, warn customers about potential duties

Platform Rules

  • Shopify: chargebacks >1% = risk of ban
  • Amazon: ODR >1% = suspension risk, late shipment >4% = problems
  • PayPal: new accounts get 20-30% held for 90 days
  • Ad accounts: policy violations = ban — have backup accounts

Scaling Checklist

  1. Multi-store: centralized inventory view, localized pricing, per-country compliance
  2. Cash flow: predict 90 days ahead, negotiate payment terms with suppliers
  3. Team: SOPs for common tasks, escalation rules for complex issues
  4. Diversification: no >30% revenue from single product/supplier/platform

References

For detailed integration guides, see integrations.md For risk assessment frameworks, see risks.md For supplier evaluation templates, see suppliers.md

如何使用「Dropshipping」?

  1. 打开小龙虾AI(Web 或 iOS App)
  2. 点击上方「立即使用」按钮,或在对话框中输入任务描述
  3. 小龙虾AI 会自动匹配并调用「Dropshipping」技能完成任务
  4. 结果即时呈现,支持继续对话优化

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