The questions web3 teams actually ask about automated abuse - answered directly, with the mechanics that matter.
Claim pages hand tokens to whoever shows up first, so bot operators farm eligibility across thousands of wallets and drain the allocation in seconds. How the drain works and how projects defend it.
Fake volume makes dead collections look alive. How wash-trading bots manufacture trading activity and how marketplaces and buyers spot it.
Block a mint bot and it comes back smarter. The four-stage evolution cycle and how projects stay one step ahead.
Raffles feel fair, but farms enter thousands of times. What actually separates real members from wallet farms.
How do sniper bots buy out new token launches before humans? A direct answer, then the mechanics.
What is airdrop farming? A direct answer, then the mechanics.
How do sybil attacks target allowlists? A direct answer, then the mechanics.
Can you prove a wallet belongs to a human? A direct answer, then the mechanics.
Get a free bot-traffic audit. We sample your live traffic and show the human-automated split, endpoint by endpoint.
Get a free bot-traffic audit