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III. On-chain data tracking: Identifying early signs of manipulation. On-chain analysis tools such as Nansen can reveal that genuine potential coins typically exhibit the following characteristics in the six months leading up to their listing: developer addresses remain consistently active, token distribution is healthy and decentralized, and smart contracts are audited by institutions such as CertiK. In contrast, fraudulent projects often leave obvious traces on the chain. For example, the recently exposed DeFi project OrbitChain had 98% of its tokens concentrated in five linked wallets. These addresses had already completed wash trading to create false liquidity before the tokens were listed.0III. On-chain data tracking: Identifying early signs of manipulation. On-chain analysis tools such as Nansen can reveal that genuine potential coins typically exhibit the following characteristics in the six months leading up to their listing: developer addresses remain consistently active, token distribution is healthy and decentralized, and smart contracts are audited by institutions such as CertiK. In contrast, fraudulent projects often leave obvious traces on the chain. For example, the recently exposed DeFi project OrbitChain had 98% of its tokens concentrated in five linked wallets. These addresses had already completed wash trading to create false liquidity before the tokens were listed.1III. On-chain data tracking: Identifying early signs of manipulation. On-chain analysis tools such as Nansen can reveal that genuine potential coins typically exhibit the following characteristics in the six months leading up to their listing: developer addresses remain consistently active, token distribution is healthy and decentralized, and smart contracts are audited by institutions such as CertiK. In contrast, fraudulent projects often leave obvious traces on the chain. For example, the recently exposed DeFi project OrbitChain had 98% of its tokens concentrated in five linked wallets. These addresses had already completed wash trading to create false liquidity before the tokens were listed.2III. On-chain data tracking: Identifying early signs of manipulation. On-chain analysis tools such as Nansen can reveal that genuine potential coins typically exhibit the following characteristics in the six months leading up to their listing: developer addresses remain consistently active, token distribution is healthy and decentralized, and smart contracts are audited by institutions such as CertiK. In contrast, fraudulent projects often leave obvious traces on the chain. For example, the recently exposed DeFi project OrbitChain had 98% of its tokens concentrated in five linked wallets. These addresses had already completed wash trading to create false liquidity before the tokens were listed.