Signalyst - Stock AI ML Signal

Signalyst is an AI-powered stock signals app — your personal trading co-pilot for the global stock market. It doesn't just hand you information; it gives you a clear decision, tells you how confident the AI is, and backs it with an honest, publicly tracked record. TRAINED ON REAL DATA, AT SCALE Signalyst's machine-learning models learn from a serious data foundation — not a handful of tickers: • 20 years of market history • 62M+ daily price bars analyzed • 24,000+ stocks across 16 global exchanges • Models retrained every week on fresh data Every market is re-analyzed daily, and your watchlist and holdings are re-scored through the trading day — so signals reflect the latest data, not last month's. SMART AI & MACHINE LEARNING • Calibrated win-probability — probability-calibrated models, so "62%" really means 62%, not spin. • Meta-labeling filter — a second ML layer vetoes weak setups and grades conviction (Strong / Medium / Low), so you get quality over quantity. • "Why this signal" — plain-English explanations powered by SHAP feature attribution, never a black box. • Cross-sectional ranking — each stock is scored against its peers, not in isolation, to surface real standouts. • Rigorously validated — backtested with purged, embargoed validation to avoid look-ahead bias. • AI news sentiment — reads live news and factors real-time sentiment into every signal. WHAT MAKES IT DIFFERENT Search engines and generic AI chatbots give you information. Signalyst gives you a decision — and proactively watches YOUR watchlist and portfolio, so you never miss a move. • Your daily Briefing — a personalized "what changed and what to consider" on the stocks you follow: new signals, big moves, and portfolio insights, delivered daily. • Honest track record — we publish how our signals actually performed, broken down by confidence level. No cherry-picking, no hype. • Concrete signals — a clear BUY, SELL, or HOLD with reference entry, target, and stop levels, not vague commentary. HOW IT WORKS (and why you can trust it) Signals come from deterministic, rules-based math on real market data — the AI never "guesses" a signal. Machine learning ranks and filters them; AI only explains the reasoning. Math decides; AI explains. Quantitative technical analysis, made simple. FEATURES • Buy / sell / hold signals across 16 global stock exchanges • Personalized daily Briefing on your watchlist & portfolio • Portfolio tracker with live profit & loss and concentration insights • Watchlist with intraday monitoring, plus email and push alerts • Calibrated AI win-probability + conviction tier on every signal • Reference entry, target, and trailing-stop levels on each signal • Market-regime awareness and real-time news sentiment • Fundamentals (P/E, margins, analyst targets) as decision context • Honest, published win-rate-by-confidence track record MARKETS US (NASDAQ, NYSE), UK (LSE), Canada (TSX/TSXV), Germany (XETRA), India (NSE), Brazil (Bovespa), Ireland (ISE), Euronext, Switzerland (SIX), Spain (BME), Turkey (BIST), China (Shanghai & Shenzhen), and Abu Dhabi (ADX). SUBSCRIPTION Start with a 7-day free trial, then $5/month or $36/year (save 40%). Cancel anytime in Google Play. Unlocks unlimited signals, the personalized Briefing, alerts, and portfolio tracking. Auto-renews unless cancelled at least 24 hours before the period ends. IMPORTANT DISCLAIMER Signalyst is for educational and informational purposes only. It is NOT financial, investment, or trading advice, and we are not a licensed broker or financial advisor. Trading stocks involves substantial risk, including possible loss of capital. Past performance does not guarantee future results. Always do your own research and consult a qualified professional before making any financial decision.