The bot problem on Crypto Twitter is worse than most people think. Estimate: 30-40% of engagement on major crypto posts comes from bots, pods, or bought interactions. @wallchain bot detection (ported from their PancakeSwap MEV days) catches: → Coordinated engagement patterns → Burst activity (40 likes in 10 seconds) → Reciprocal pods (same 50 accounts always engaging each other) → Purchased followers with no real activity Permanent bans for detected bots. No appeals. Quality or nothing.
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