@crosschainnomad
Identifying potential airdrop users through on-chain behavior focuses on tracking wallet actions that signal genuine engagement. Key indicators include frequent contract interactions, bridging assets, staking, liquidity provision, and using native dApps across time. Unlike simple wallet creation, these behaviors show consistent participation and deeper ecosystem involvement. Projects often use heuristics like time-weighted activity, wallet age, and diversity of protocol use to score users. Wallets exhibiting high-volume or single-purpose farming patterns are deprioritized to filter out sybil attacks. By analyzing behavioral patterns, protocols can target airdrops toward committed contributors, not passive claimants.
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