Cookie3 Airdrop Shield

Cookie3 Airdrop Shield - Sybil & Bot Protection

Product Overview

Cookie3 Airdrop Shield ensures token airdrops reach quality users rather than bots or Sybil attackers. By combining off-chain and on-chain analytics with AI analysis, the platform flags suspicious users and enables projects to make informed distribution decisions.

Core Product Features

User Quality Analysis

AI Scoring: Machine learning analyzes 15+ behavioral characteristics.

Bot Detection: Identify automated and bot-controlled wallets.

Sybil Detection: Flag coordinated multi-wallet attacks.

Quality Tiers: Categorize users by engagement quality.

Risk Flagging

Suspicious Activity: Automatic flagging of concerning patterns.

Wallet History: Analysis of wallet's historical behavior.

Cross-Reference: Check against known bad actor databases.

Confidence Scores: Risk levels for informed decisions.

Distribution Control

Inclusion/Exclusion Lists: Project control over who receives tokens.

Threshold Settings: Configure quality requirements.

Manual Review: Option to review flagged addresses.

Distribution Reports: Post-airdrop analysis.

Integration

API Access: Integrate into existing airdrop workflows.

Dashboard Management: Visual interface for configuration.

Real-Time Analysis: Live scoring during distribution.

Key Product Differentiators

AI-Powered Detection: Beyond simple heuristics.

On-Chain + Off-Chain: Complete picture of user quality.

Project Control: Final decision remains with project.

Ideal Use Cases

• Token launches filtering airdrop recipients
• Projects protecting community allocations
• DAOs ensuring governance token distribution quality
• Any airdrop requiring Sybil protection