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Introduction

FUD.ai is an agentic on-chain intelligence layer that detects coordinated FUD and rug-pull manipulation in real time.

What is FUD.ai?

FUD.ai is an agentic intelligence layer designed specifically for the crypto market. It detects coordinated FUD campaigns, rug-pull manipulation, and sybil-driven sentiment attacks before they impact your positions.

Unlike general AI tools that analyze stale data, FUD.ai fuses on-chain evidence, social signals, and coordination detection in real time, then reasons across multiple scenarios using an MCTS-inspired loop to deliver an executable verdict.

Why do agents need FUD.ai?

If you're building a crypto trading bot, portfolio manager, or any agent that touches token markets, you need to know:

  • Is this price drop driven by real fundamentals or coordinated manipulation?
  • Are the social signals organic fear or a sybil botnet amplifying panic?
  • Should your agent accumulate, liquidate, or ignore the FUD?

FUD.ai answers all three questions in a single API call, returning a structured verdict that any downstream agent can act on programmatically.

Key capabilities

  • Multidimensional ingestion — on-chain contract data (GoPlus, RugCheck, DexScreener), social signals (Twitter, Telegram), and market data (Bybit order book) cross-validated in real time
  • Coordination & sybil detection — explicit metrics: unique author ratio, duplicate-text clustering, cross-platform burst windows
  • MCTS-inspired reasoning — three parallel scenarios (Real Crash / False FUD / Whale Manipulation) scored against evidence
  • Reflexion loop — learns from past incorrect predictions, recalibrates confidence automatically
  • Agent-to-agent native — callable via CROO CAP protocol, settled on-chain in USDC

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