Smart Money Brief
An AI research companion that watches whale activity on Polymarket and Kalshi, then writes a daily plain-English brief explaining the biggest bets, why they matter, and what sophisticated money is signaling.
Prediction market enthusiasts who follow whale activity but lack time to research every market
- Daily "what the whales are buying" digest with one-line thesis for each major position
- Plain-English context on why a position matters (e.g., "$80k YES on Fed cut — Powell speech hints")
- Alerts when any market's probability moves more than 5% in 24 hours
- Watchlist of trader addresses with auto-generated commentary on their new moves
A popular open-source Polymarket whale-alert bot hit 88 stars and 49 forks on GitHub, showing clear demand for tracking smart money — but the underlying 'why' isn't served by copy-trade tools.
Multiple established whale-tracking tools exist (PolyTrackers, PolyWatch, Oddpool, PolySharks, Kalshi Analytics) and a GitHub whale-alert bot hit 88 stars, confirming demand — but most surface raw trades, not AI briefs.PolyTrackers — Polymarket Tracker, Whale Alerts & Copy Trading ↗GitHub - polywatchbot/polywatchbot ↗
Direct competitor already ships the exact product: HYPERFLEX's 'AI Morning Brief — Daily AI-generated prediction market brief. What Polymarket odds and whale positions are telling us today,' plus Polynyx smart-money tracker and PolySharks cross-venue analytics.AI Morning Brief — Daily Prediction Market Intelligence | HYPERFLEX ↗Polymarket Smart Money Tracker — Live Whale & Sharp Wallet Flows · Polynyx ↗
Most whale trackers and the closest competitor (HYPERFLEX AI Morning Brief) appear free; AI daily-brief newsletters tend toward freemium, and prediction-market enthusiasts are notoriously price-sensitive, weakening WTP.AI Morning Brief — Daily Prediction Market Intelligence | HYPERFLEX ↗Kalshi Whale Tracker — Live Trade Flow | Bot for Kalshi ↗
Prediction markets are a growing category but tied to crypto cycles; demand is high in bull markets and soft in bears.
Polymarket's public trade APIs and Kalshi's data feeds are accessible; a daily LLM-written brief is trivial to assemble — MVP buildable in days.Awesome Polymarket Tools - GitHub ↗