AI Agent Layer powers a dynamic ecosystem of autonomous AI agents that engage users directly and independently operate on social platforms, driving visibility and community interaction. By enabling tokenization, these agents unlock new opportunities for decentralized participation and personalized AI experiences. In their recent airdrop farming campaign, AI Agent Layer needed to ensure rewards were distributed only to genuine users, free of Sybils; To tackle these challenges AI Agent Layer decided to use the Cookie3 suite for comprehensive onchain and offchain analytics.
Results
Key Activities
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AI Agent Layer leveraged Cookie3’s onchain explorer to track user activities and confirm task completion while using Offchain tracking to monitor additional engagement.
By combining Cookie3’s Airdrop Shield, AI Agent Layer flagged wallets with inconsistent or bot-like behavior.
To reward high-value participants fairly, AI Agent Layer used Cookie3’s Airdrop Shield to create a tiered system for distributing tokens; ensuring top contributors received appropriate compensation without revealing internal token metrics.
AI Agent Layer faced two core challenges. First, they needed a robust way to ensure that only real, engaged users participated in their airdrop without wasting resources on bot-driven sign-ups. Second, they wanted to heighten campaign visibility by connecting with reputable partners who could help spread the word and attract genuine participants.
By integrating Cookie3’s analytics, AI Agent Layer gained the ability to track wallet activities onchain, confirm user engagements offchain, and filter out bots swiftly.
Onhain and Offchain Data Consolidation
AI Agent Layer tracked user transactions, wallet logins, and email sign-ups in one place, ensuring no data fell through the cracks. Suspicious activities were flagged on the spot, allowing immediate action.
In Depth Bot Filtering
Wallets that appeared on Sybil reports or had fewer than 10 transactions were automatically filtered out; Connections from restricted regions were carefully scrutinized, further reducing fraudulent sign-ups.
Moreover, an additional layer of scrutiny involved filtering out questionable email domains or addresses, eliminating over 300 bot-like entries.
Structured Airdrop Rewards
By using Cookie3’s ecosystem designed a rewards framework that accurately reflected user value; high-tier wallets received proportionate rewards without disclosing proprietary token metrics.
Co-Marketing Partnerships
Leveraging Cookie3’s introductions, AI Agent Layer introduced their airdrop to larger, well-targeted audiences through a collaborative Discord AMAs, which drew 6,800 viewers, and Twitter Spaces. Moreover, by allowing around 300 Cookie stakers to mint exclusive NFTs, AI Agent Layer tapped into a dedicated user base, boosting campaign buzz and authenticity.
50% Ineligible Sign-Ups Removed
AI Agent Layer eliminated half of initial sign-ups as bots or low-value participants, reinforcing the airdrop’s credibility.
Key takeaway: Rigorous filtering fosters fairness and boosts trust in the airdrop.
300+ Suspicious Email Addresses Flagged
Offchain verification played a major role, with AI Agent Layer removing over 300 bot-like email addresses to maintain high participation quality.
Key takeaway: Combining offchain email checks with onchain analytics reduces fake sign-ups.
4,016 Valid Wallets Received Tiered Rewards
After filtering ineligible users, AI Agent Layer used a structured rewards system to appropriately compensate authentic, high value participants.
Key takeaway: Data driven reward mechanisms incentivize meaningful engagement and encourage community loyalty.
