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// Skill profile

China Export Data Hunter

name: china-export-data-hunter

by 1970168137 · published 2026-04-01

日历管理数据处理
Total installs
0
Stars
★ 0
Last updated
2026-04
// Install command
$ claw add gh:1970168137/1970168137-china-export-data-hunter
View on GitHub
// Full documentation

---

name: china-export-data-hunter

description: Proactively hunt and discover China's export trade data to identify competitors, track market movements, and uncover new business opportunities. Designed for aggressive market intelligence gathering and competitive analysis.

---

# China Export Data Hunter

**Purpose**: Aggressively track, monitor, and analyze China's export activities to gain competitive advantages in international trade.

**Target Users**: Market researchers, competitive intelligence professionals, sales strategists, business development teams, and traders seeking to understand competitor movements and market dynamics.

---

Data Sources

Primary Sources

| Source | URL | Best For | Coverage |

|--------|-----|----------|----------|

| **UN Comtrade** | https://comtradeplus.un.org/ | Global trade flows, multi-country comparison | 200+ countries, 1962-present |

| **China Customs Statistics** | http://stats.customs.gov.cn/indexEn | Official China export data, HS-level detail | China-specific, highly detailed |

Data Access Methods

**UN Comtrade**:

  • Free API: 100 calls/hour (registration required at https://uncomtrade.org/docs/api-subscription-keys/)
  • Premium API: Unlimited calls with subscription
  • Bulk download available for premium users
  • **China Customs**:

  • Web interface with query filters
  • No official API; web scraping may be required for automation
  • English interface available at `/indexEn`
  • ---

    Hunting Strategies

    1. Competitor Tracking

    **Technique**: Monitor specific Chinese exporters' shipping patterns

    Query Parameters:
    - Reporter: China (156)
    - Partner: Your target market country
    - Flow: Exports (2)
    - HS Code: Your product category
    - Period: Last 12 months rolling

    **Pro Tip**: Use UN Comtrade's "Partner" filter to see which countries are receiving shipments from China in your product category. Cross-reference with shipping records to identify major Chinese suppliers.

    2. Market Entry Detection

    **Technique**: Identify when Chinese exporters enter new markets

    Strategy:
    1. Query China's exports to all partners for your HS code
    2. Compare year-over-year data
    3. Flag countries with >50% growth in Chinese imports
    4. Investigate: New market opportunity or increased competition?

    3. Price Intelligence Gathering

    **Technique**: Estimate competitor pricing through unit value analysis

    Calculation:
    Unit Value = Trade Value (USD) / Quantity (kg or units)
    
    Compare unit values across:
    - Different Chinese ports (quality/grade differences)
    - Destination countries (pricing strategies)
    - Time periods (price trends)

    **China Customs Specific**:

  • Access: http://stats.customs.gov.cn/indexEn
  • Navigate: "Query by HS Code" → Select Chapter → Input Code
  • Filter by: Trade Mode, Customs Port, Domestic Destination
  • ---

    Advanced Hunting Techniques

    Multi-Source Cross-Reference

    | What to Hunt | UN Comtrade | China Customs | Action |

    |--------------|-------------|---------------|--------|

    | Global market size | ✓ Query all partners | ✓ Verify China share | Calculate market penetration |

    | Competitor countries | ✓ Compare reporters | ✓ Deep-dive China data | Identify top competitors |

    | Price trends | ✓ Unit value trends | ✓ Port-level pricing | Spot arbitrage opportunities |

    | Seasonal patterns | ✓ Monthly data | ✓ Monthly data | Optimize procurement timing |

    Seasonal Hunting Calendar

    | Month | Hunt Focus | Data Source | Expected Insight |

    |-------|-----------|-------------|------------------|

    | Jan-Feb | Pre-Chinese New Year stockpiling | China Customs | Spot supply shortages |

    | Mar-Apr | Post-holiday recovery patterns | UN Comtrade | Identify restocking trends |

    | May-Jun | Mid-year shipping surge | Both | Plan inventory buildup |

    | Jul-Aug | Peak shipping season analysis | Both | Negotiate rates before peak |

    | Sep-Oct | Pre-holiday export rush | China Customs | Predict Q4 availability |

    | Nov-Dec | Year-end clearance patterns | Both | Spot discount opportunities |

    ---

    Query Templates

    Template 1: Competitor Country Identification

    Objective: Find which countries compete with China in specific product
    
    UN Comtrade Query:
    - Reporter: All countries
    - Partner: Target import market (e.g., USA, Germany)
    - Flow: Imports (1)
    - HS Code: Your product
    - Period: Latest year
    
    Analysis: Sort by Trade Value - top reporters are your competitors

    Template 2: Chinese Export Surge Detection

    Objective: Detect sudden increases in Chinese exports
    
    China Customs Query:
    - HS Code: Your product category
    - Period: Last 24 months
    - Flow: Export
    
    Analysis: Calculate MoM and YoY growth rates, flag >30% increases

    Template 3: Port Intelligence

    Objective: Identify which Chinese ports dominate your product export
    
    China Customs Query:
    - HS Code: Your product
    - Filter: Port of Departure
    - Period: Last 12 months
    
    Insight: Top ports indicate manufacturing clusters and logistics hubs

    ---

    Data Interpretation Tips

    Red Flags to Hunt For

    | Signal | Interpretation | Action |

    |--------|---------------|--------|

    | Sudden drop in China's exports | Supply chain disruption, policy change, or factory relocation | Investigate alternative suppliers |

    | New competitor country emerging | Market diversification by buyers | Assess quality/price positioning |

    | Unit value declining | Price war or commodity grade shift | Review pricing strategy |

    | Unit value increasing | Premium segment growth or cost inflation | Evaluate margin pressure |

    Common Hunting Pitfalls

    1. **Ignoring HS Code revisions**: HS codes change every 5 years - verify code validity for historical comparisons

    2. **Misinterpreting "re-exports"**: Data may include goods transshipped through China

    3. **Overlooking trade modes**: Processing trade vs. general trade have different implications

    4. **Missing seasonal adjustments**: Chinese New Year (Jan/Feb) always distorts data

    ---

    Output Formats

    When presenting hunting results, include:

    1. **Executive Summary**: Top 3 findings with business implications

    2. **Competitor Matrix**: Countries ranked by export volume/value

    3. **Trend Charts**: 12-24 month trajectories

    4. **Actionable Recommendations**: Specific next steps based on findings

    ---

    Rate Limits & Best Practices

    | Source | Limit | Workaround |

    |--------|-------|------------|

    | UN Comtrade Free API | 100/hour | Cache results, batch queries overnight |

    | UN Comtrade Web | Session-based | Use bulk download for large datasets |

    | China Customs | No known limit | Respect server load, add delays between queries |

    **Recommended Hunting Schedule**:

  • Weekly: Monitor key competitors (automated API calls)
  • Monthly: Deep-dive analysis with fresh data
  • Quarterly: Comprehensive market intelligence report
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