Stock Expert AI analyzes 21,000+ US stocks by aggregating data from Financial Modeling Prep, Yahoo Finance, Alpaca, and SEC EDGAR, explaining every metric in plain English. MoonshotScore is produced only for US-traded common stocks and ADRs (NYSE, NASDAQ and OTC); funds, ETFs, warrants, units, SPACs, preferreds, and notes carry no MoonshotScore. The platform is free and provides educational research, not financial advice.
We use AI to analyze stock data and suggest insights based on historical patterns. Markets are unpredictable, and we're transparent about our approach and limitations.
Realistic AI-powered analysis
StockExpertAI uses artificial intelligence to process large amounts of market data, news, and historical patterns to generate insights that may help inform your investment research. We believe in democratizing access to sophisticated analysis tools.
Verified, transparent data providers
Data Freshness: Prices refresh when a page is viewed during US market hours; each quote is a provider snapshot, not an exchange feed. The news archive draws on 200 outlets; new editions are currently paused, and every story carries its own date. Financial statements update with each quarterly earnings report; the AI dossier shows the date it was last analyzed.
How our AI generates insights
Pattern Recognition
Historical price and volume pattern analysis
Sentiment
News and market mood analysis
Fundamentals
Financial health metrics (P/E, growth rates)
Technicals
Chart-based indicators (RSI, MACD, etc.)
Diversification
Portfolio balance and risk scoring
Important: Our AI calculates probabilities and identifies patterns based on historical data. It does not predict the future. Markets are influenced by countless unpredictable factors including geopolitical events, earnings surprises, and market sentiment shifts.
From data to insights
Continuously pull prices, news, financials, insider trades, and macro signals from trusted data providers.
AI models extract key drivers, identify risks, spot catalysts, and connect the dots across multiple data streams.
Complex analysis becomes plain-English summaries, structured insights, and visual breakdowns you can actually use.
Continuous feedback loops, user signals, and model refinement make the platform smarter every single day.
What you need to understand
StockExpertAI provides educational insights and analysis for informational purposes only. We are NOT investment advisers, broker-dealers, or financial planners. Our AI predictions and analysis should not be considered investment advice. Past performance does not guarantee future results. Always consult a qualified financial professional before making investment decisions.
How we verify our work
Our public leaderboard tracks user predictions with transparent accuracy metrics. No hidden results.
Each score is stored daily from the day a page qualifies. We have not run a backtest, and a log shorter than six to twelve months proves nothing — so we publish the record as it accumulates instead of a claim about it.
We publish our approach, data sources, and limitations openly. No black boxes. You deserve to know how conclusions are reached.
We aggregate data from Financial Modeling Prep (FMP) for financials, Alpaca for real-time prices, Finnhub for insider trades and sentiment, Alpha Vantage for technical indicators, and SEC EDGAR for official filings. All data is cross-verified across multiple sources.
No. StockExpertAI is NOT a registered investment adviser. All content is for educational and informational purposes only. Always consult a qualified financial advisor before making investment decisions.
Our AI uses multiple models and cross-verification to identify patterns in historical data, but markets are inherently unpredictable. We transparently track prediction accuracy on our public leaderboard. Past patterns do not guarantee future results.
Prices refresh when a page is viewed during US market hours; each quote is a provider snapshot, not an exchange feed. The news archive draws on 200 outlets; new editions are currently paused, and every story carries its own date. Financial statements update with each quarterly earnings report; the AI dossier shows the date it was last analyzed.
Our analysis pipeline uses data from these provider-sourced providers:
Start with our free tools. Understand your portfolio, explore market insights, and make more informed decisions.
Try Portfolio ScannerDiscover StocksStock Expert AI runs several AI models over 21,000+ US stocks and reads each one from more than one angle. It takes in prices refreshed during market hours, financial statements, insider trades and news.
The AI then pulls out the key drivers, names the risks, and writes a plain-English summary with a bull, a bear and a balanced view.
FMP comes first. Financial Modeling Prep gives us the financials, the valuation figures, the technical readings and insider trades. Yahoo Finance and Alpaca stand in for prices and ETF data. SEC EDGAR gives the official insider filings.
Every figure is checked against more than one source.