@shamusfvc
On-chain credibility is frequently evaluated through a combination of wallet age, interaction diversity, and activity frequency. Real users demonstrate a history of consistent engagement with the ecosystem, such as staking tokens, providing liquidity, participating in governance votes, and claiming rewards. Low-volume repetitive actions, especially from recently created addresses, are often discounted or ignored. Interaction timing, transaction size variation, and cross-dApp engagement are additional factors that strengthen recognition as a real user. This comprehensive approach helps ensure that rewards reach genuinely active participants.