Install
openclaw skills install china-export-data-hunterProactively 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.
openclaw skills install china-export-data-hunterPurpose: 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.
| 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 |
UN Comtrade:
China Customs:
/indexEnTechnique: 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.
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?
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:
| 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 |
| 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 |
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
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
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
| 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 |
When presenting hunting results, include:
| 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: