Someone tries to buy. It fails.
On a new token, buys often revert: the pool isn't ready, the slippage is off, the crowd got there first. Most people never see these. We read every one, ~100 transactions a second.
Then more people do. Same token, ten minutes.
Three or more different wallets failing on the same token inside ten minutes is a cluster. It means people want in.
We throw out the fakes.
A single bot can spam from hundreds of wallets. We collapse bundles into one participant and mute swarms entirely, so “12 wallets” means 12 different people, not one script.
We check you could actually sell.
Pool “liquidity” can be a mirage: a pool with only the token side shows big numbers while a seller gets nothing. We measure what a seller could really take out, and drop honeypots.
Then we alert you, and keep score.
It lands in Telegram with the numbers that matter. A day later we check what happened, and the result goes on the public record. Wins and losses.