NoGhostDrop is an intelligent airdrop solution that uses on-chain behavior analysis powered by AI agent to distinguish between legitimate users and sybil wallets, ensuring tokens reach real, engaged community members.

Airdrops have become a standard method for user acquisition, especially in new chain launches and protocol marketing campaigns. However, they are increasingly being exploited by:

• Bots and automated farming
• Sybil wallets (multiple wallets controlled by single entities)
• Token farmers with no genuine engagement

This exploitation:

• Dilutes token value
• Reduces marketing effectiveness
• Defeats the original purpose of airdrops: onboarding real users

NoGhostDrop leverages AI agent to analyze on-chain behavior patterns and identify legitimate users. Our platform enables:

• Smart Airdrops: Create airdrops with custom eligibility conditions
• AI Verification: AI Agent-powered analysis of wallet behavior and transaction history
• Secure Distribution: Automated token distribution to verified wallets

• Increase ROI on marketing campaigns
• Target genuine community members
• Reduce waste from bot/sybil claims

• Ensure tokens reach real, engaged users
• Build authentic communities
• Protect token value

• Scale trustless airdrops across chains
• Minimize integration friction
• Leverage ready-made sybil resistance

• Dedicated significant resources to learning the ElizaOS structure
• Iterated on prompt engineering to accurately classify wallets
• Developed sophisticated prompts to evaluate on-chain activity against airdrop conditions

• Implemented parallel RPC requests for faster data processing
• Optimized data filtering to reduce unnecessary calls
• Significantly improved wallet evaluation speed

• Designed relayer-based execution model
• Implemented token locking mechanisms
• Created restricted transfer logic
• Built creator-only withdrawal functionality
• Coordinated backend logic with Solidity development

1. Project Setup: Create an airdrop and define eligibility conditions
2. User Connection: Users connect their wallet to the platform
3. AI Analysis: Our system analyzes wallet behavior and transaction history
4. Verification: Legitimate wallets are verified against project criteria
5. Distribution: Tokens are automatically distributed to eligible wallets

Demo : https://youtu.be/qSCUPir-6Vw

📝 License

MIT License