When influencers shill tokens, they're not sharing alpha - they're being paid to dump on you. Project teams pay for promotion, give influencers tokens at discount, then followers buy high.
Hypothesis HY10009
When influencers shill tokens, they're not sharing alpha - they're being paid to dump on you. Project teams pay for promotion, give influencers tokens at discount, then followers buy high.
Trading hypothesis
What traders get wrong
False assumption:
"Influencers share good opportunities. They profit when I profit."
Truth:
Influencer incentives are misaligned: paid promotions disguised as opinions, free tokens that get dumped on followers.
Problem for trader:
Most 'calls' are ads. Influencers get tokens early. Survival bias in 'track records'. No accountability.
Key takeaways
What you should consider as a trader
- Most 'calls' are ads - Disclosure requirements are rarely followed.
- Influencers get tokens early - They buy at $0.01, promote at $0.10, you buy at $0.15.
- Survival bias in track records - Failed calls disappear.
- Engagement is the product - Controversial takes drive followers, not accuracy.
- Check on-chain - Influencer wallets often show selling while calling to buy.
Data you need
Verify influencer claims
Data points:
- Influencer wallet tracking
- Promotion timing vs price
- Undisclosed paid promotion detection
- Historical accuracy tracking
Comparison of data sources
Where to get crucial data feeds
| Source | Availability | Notes |
| Twitter/YouTube | ❌ No | No accountability, no tracking. |
| Arkham Intelligence | ⚠️ Partial | Can track some known wallets. |
| **Madjik** | ✅ Yes | 🚀 Get API Access Now |
Available metrics for this hypothesis:
| Metric | Description | Change dimensions | Time dimensions | How to use | API spec |
| `ME10009` | Whale activity | • Absolute Value (value) • Relative Change (relchg) • Score 0-100 (score) | • Current (now) • Past 1 Hour (past1h) • Past 24 Hours (past24h) • Past 7 Days (past7d) | Example | API |
Clean data for AI, A2A, MCP, etc.
Science behind hypothesis
Research supports this hypothesis
Studies show influencer-promoted tokens underperform the market by 30-50% on average.
Bottom line
Follow the wallets, not the tweets. Tracking what influencers actually do (not say) reveals who's providing alpha and who's providing exit liquidity. Madjik connects influencer promotions to wallet activity, exposing the dump-on-followers pattern before you become the victim.
Practical use
How to use this data in trading:
Track large holder movements and smart money flows for directional signals and manipulation risk.
Detailed examples with Python code, AI agent integration (MCP/A2A), and risk analysis:
| `ME10009` | Whale Activity Trading Guide | Example → |
API Documentation: docs.madjik.io
For informational purposes only. Not financial, investment, tax, legal or other advice.