OUR HYPOTHESIS ✅ = Criminal wallets are public - we can predict their behavior and market impact
Hypothesis HY10059
OUR HYPOTHESIS ✅ = Criminal wallets are public - we can predict their behavior and market impact
Every crypto transaction is public forever. Known criminal wallets, hacked funds, and sanctioned addresses are tagged and tracked. When these holdings move toward exchanges, we can predict the selling pressure before it hits.
Trading hypothesis
What traders get wrong
False assumption:
"Criminal activity in crypto is invisible and unpredictable."
Truth:
Criminal wallets are tagged and monitored. Blockchain forensics tracks stolen funds, OFAC-listed addresses, and ransomware wallets. Their movements are visible and predictable.
Problem for trader:
Billions in tagged wallets will eventually need to liquidate. If you don't track these movements, you won't see the selling pressure coming.
Key takeaways
What you should consider as a trader
- Stolen funds are tagged - Blockchain analytics firms track all known criminal wallets.
- Movement predicts selling - Funds moving to exchanges typically precedes liquidation.
- Hack proceeds are traceable - We can follow where stolen funds go and when.
- Sanctioned wallets are public - OFAC-listed addresses are known and monitored.
- Predictable pressure points - Large criminal liquidations create forecastable events.
Data you need
Track criminal wallet activity
Data points:
- Tagged wallet movement alerts
- Hack proceeds tracking
- Exchange deposit alerts from flagged wallets
- Sanctioned address activity
Comparison of data sources
Where to get crucial data feeds
| Source | Availability | Notes |
| Arkham Intelligence | ⚠️ Partial | Wallet labeling, limited predictive alerts. |
| Chainalysis | ⚠️ Partial | Enterprise-priced, compliance focus. |
| **Madjik** | ✅ Yes | 🚀 Get API Access Now |
Available metrics for this hypothesis:
| Metric | Description | Change dimensions | Time dimensions | How to use | API spec |
| `ME10018` | Illicit activity | • Absolute Value (value) • Relative Change (relchg) • Score 0-100 (score) | • Current (now) • Past 24 Hours (past24h) • Past 7 Days (past7d) • Past 30 Days (past30d) | Example | API |
Clean data for AI, A2A, MCP, etc.
Science behind hypothesis
Research supports this hypothesis
Blockchain forensics has recovered billions in stolen funds by tracking movements. Known criminal wallets hold hundreds of billions that create predictable market pressure when moved.
Bottom line
Criminal money is patient until it isn't. Billions in tagged wallets will eventually need to liquidate, creating predictable market pressure. Madjik tracks criminal wallet activity and alerts when large tagged holdings begin moving toward exchanges.
Practical use
How to use this data in trading:
Monitor illicit flows for compliance and to avoid regulatory scrutiny on your positions.
Detailed examples with Python code, AI agent integration (MCP/A2A), and risk analysis:
| `ME10018` | Illicit Activity Trading Guide | Example → |
API Documentation: docs.madjik.io
For informational purposes only. Not financial, investment, tax, legal or other advice.