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AlphaStocks is a stock screening and analysis platform that scores US-listed stocks from 0 to 10 using five time-tested investment methodologies — Piotroski F-Score, Buffett Quality Assessment, Graham Fair Value, Lynch PEG Ratio, and Greenblatt Magic Formula — combined into a single composite rating. Unlike screeners that dump raw financial data, AlphaStocks tells you what the data means. Each stock gets a 4-axis score across Quality (is the business strong?), Value (is the price right?), Momentum (is the trend favorable?), and Timing (should you buy now or wait?). Seven sector-specific calibration profiles ensure banks aren't scored like tech companies. The scoring formula is walk-forward validated: designed on 2021–2023 data, then tested on 2024–2026 data the model never saw. Result: +8.4% annual alpha over the S&P 500 with 40% less drawdown.