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Crypto Scams

Crypto rug pulls: anatomy of a scam

ChainalysisApr 18, 2026
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Summary

Concrete, data-backed. The key takeaway: liquidity-pool composition and deployer-wallet history predict most rug pulls. Useful for anyone on the investor side of the crypto ecosystem.

Chapters

  • 0:00What is a rug pull
  • 3:00Case 1: Telegram tip group
  • 8:00Case 2: fake DEX launch
  • 13:00On-chain tells

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