Web3 lost $4 billion to fraud in 2025. Most fraud detection tools were built for wallet providers and CEXs — not DApps. ChainAware is the only platform purpose-built for DApps: behavioral wallet screening at connection, zero-code GTM deploy, 98% fraud accuracy, MiCA-aligned at 1% of Chainalysis cost.
Every wallet address that connects to your DApp carries a complete behavioral history. In 2026, three distinct layers of wallet auditing infrastructure have emerged — raw data, descriptive profiles, and actionable predictions — and confusing them leads to selecting the wrong tools for the job.
AI agents need on-chain wallet data to make intelligent decisions — but most blockchain data providers were built for human analysts, not autonomous systems. This guide maps every major provider enabling AI agent access to wallet data in 2026, from raw indexers to pre-computed behavioral intelligence layers.
$21.4 billion in liquid DAO treasury assets sits exposed to governance attacks. One malicious proposal can drain a treasury in a single block — as Beanstalk proved with $181M lost in 2022. This guide covers every major Web3 governance screener in 2026 and how to detect attacks before they execute.
Crypto scam losses hit $17 billion in 2025, with fake airdrops among the fastest-growing attack vectors — impersonation scams grew 1,400% year-over-year. This guide covers every major airdrop scam screener in 2026 and how to detect fake airdrops before they drain your wallet.
Rug pulls cost investors $3 billion annually. 95% of PancakeSwap pools end in rug pulls. 99% of Pump.fun tokens extract money from buyers. This guide ranks and compares every major Web3 rug pull detection tool in 2026 — ChainAware, GoPlus, Token Sniffer, De.Fi Scanner, RugCheck, Webacy, and QuillCheck.