Snowball
  • Welcome to the Snowball
  • Introduction
    • Problem Statement
    • Vision and Mission
    • Solution Overview
  • Modular Naming Service (MNS)
    • What is MNS?
    • MetaMask Snaps
      • Knowledge Base
      • FAQ
    • Identity Management System
      • Claiming Identity
      • Claiming Identity (ENS, SNS...)
      • Sub-identity
      • Primary Identity
      • Transferring Identity
      • Extending Identity Registration
      • Selling Identity
    • Identity Data Management
      • Record Type
        • Address Records
        • TXT Records
      • Records CRUD
    • AI Scoring System
      • For Users
      • For Projects
      • Data Sources & Inputs
    • Pricing
    • Use Cases
    • Roadmap
  • Programs & Gamification
    • Referral & Affiliate Systems
      • Affiliate Referral System
        • Terms and Conditions
        • How to Refer as an Affiliate
        • Affiliate Leaderboard Program
        • Eligibility & Requirements
        • Affiliate Tiers, Leaderboard Pools and Commissions
      • Referral System
        • How to Refer
        • Referral Leaderboard Program
        • Referral Tiers, Leaderboard Pools and Commissions
        • Terms & Conditions
      • Leaderboard & Monthly Rewards
      • Payoffs
    • Rewards & Gamification
      • What is Flakes?
      • Achievements
      • Daily Tasks
      • Repeatable tasks
      • Leaderboard
  • Decentralized Identity Layer
    • What is DiD Layer?
    • Cross-chain Interactions
    • Architecture
      • Reverse lookup
    • Tokenomics and Value Economics
      • Tokenomics
      • Value Economics
    • Why use dID on Rollup?
    • Deployments
    • Technical Documentation
      • Smart Contracts
        • RegistrarController
        • TransferController
        • PriceController
        • PublicResolver
        • SaleController
        • SnowRegistry
      • Events Documentation
      • Rest API
      • Typescript SDK
      • CAIP2
      • Reverse Lookup
  • About us
    • Team
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On this page
  • On-chain Data
  • Off-chain Data
  1. Modular Naming Service (MNS)
  2. AI Scoring System

Data Sources & Inputs

The Snowball AI Score is generated using a hybrid approach, combining on-chain and off-chain metrics.

On-chain Data

The AI Scoring system analyze user activity across blockchain interactions, including but not limited to:

  • DeFi: Lending, borrowing, staking, yield farming

  • DAO: Governance voting and proposal activity

  • NFT: Volume, diversity, and historical holding patterns

  • Cross-Chain Wallet Balances: Portfolio composition across EVM-compatible, MoveVM, Solana, and other blockchains

  • Protocol Diversity: Engagement with a wide range of dApps and protocols.

  • Sybil Resistance Signals: Wallet uniqueness, behavioral entropy, and MEV avoidance

  • Risk Factors: History of interaction with scam tokens, mixers, or suspicious contracts

Off-chain Data

  • Social Media Influence:

    • Follower count, engagement rates, post frequency

    • Sentiment analysis from platforms like Twitter, Reddit, LinkedIn

  • Community Interactions:

    • Mentions by known KOLs (Key Opinion Leaders)

    • Content quality (relevance, consistency, authenticity)

  • Professional Reputation:

    • Open-source contributions on GitHub

    • Developer Q&A on StackOverflow

    • Endorsements or recommendations on LinkedIn

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Last updated 5 days ago