Near Anti-Rug AI Agent: Trust, Verify, Invest

AI-Powered Risk Detection for Safer DeFi Decisions


The Problem

$10B Lost to Rug Pulls in 2023 – DeFi’s Silent Epidemic

  • 70% of new DeFi projects fail or scam users within 6 months.

  • Investors waste hours manually auditing contracts and social channels.

  • Centralized token holdings, fake communities, and hidden backdoors go undetected.


The Solution

AI That Thinks Like a Hacker – So You Don’t Have To

  1. Instant Risk Scoring: 1-100 Trust Score for any contract.

  2. 360° Analysis: On-chain data + social sentiment + code audits.

  3. Actionable Reports: Red flags, mitigation steps, and comparisons to known scams.


How It Works

Process Flow:

  1. User Input: Contract address or project name.

  2. AI Scans:

-   **On-Chain:** Token distribution, transaction patterns, liquidity locks.

-   **Social:** Bot detection, hype-to-activity ratios, dev team credibility.
  1. Output: Trust Score + Risk Report (example: REF Token’s 68/100 score).

Slide 5: Technology Edge

Why Our AI Beats Manual Research

  • ML Models: Trained on 50K+ rug pulls and legitimate projects.

  • On-Chain Forensics: Real-time tracking of whale wallets, LP locks, and contract upgrades.

  • Social Sentiment Engine: Detects fake followers, pump-and-dump chatter, and GitHub activity.


Market Opportunity

A $50B Market Begging for Trust

  • 300M+ global crypto users (2024).

  • 80% of investors rank "rug pull fear" as their #1 barrier to DeFi.

  • NEAR Protocol’s ecosystem: 1,000+ projects, $350M+ TVL.


Competitive Advantage

We Outsmart Scammers So You Outperform Markets

Feature Near Anti-Rug CertiK DeFi Llama
AI Social Analysis
NEAR Native Integration
Instant Trust Score

Stop guessing. Start verifying.

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