A single fish is exposed. A shoal makes the predator think twice. Smart money moves the same way — a handful of wallets buy at the same moment, the crowd finds out later.
Thanks to Pump.fun, Solana has turned into a stream that spawns 20,000+ tokens per day. Most of them die within hours. Traditional "trending" tools are always late — by the time the chart is moving, the chart is already moving.
Shoal looks somewhere else: at who is buying. If a handful of historically successful wallets touch the same token within seconds, there's a reason. The chart follows.
The bot doesn't auto-buy. It hands you a signal and the data behind it — the trade is yours.
Every signal carries MCAP, top 10, AI score, and historical success. Every claim has a number behind it.
No dashboards. Three message types in Telegram: signal, red flag, weekly report. That's it.
Every signal's outcome is tracked. Wallet success and pair performance sharpen over time.
Helius webhook → MongoDB → 16 worker threads → Birdeye + GMGN + Solana RPC → AI score synthesis → Telegram. Median latency ~200ms. On the AI side, Gemini 3.1 Flash Lite (interpretation) + Python (math) — a hybrid approach.
Process more data than any single trader can, and put more context behind it than any single AI can. Every week of accumulated data makes the system's calls sharper.