About Stock Vanta

    A clearer way to understand the market.

    Stock Vanta brings technical analysis, market sentiment, AI-assisted forecasting and risk intelligence into one focused stock-research experience.

    Technical
    Sentiment
    Forecast
    Risk

    Built to turn market data into context.

    Investors and traders often need to interpret price action, technical indicators, news sentiment, volatility and risk across separate tools. Stock Vanta brings these analytical layers together.

    See the full picture

    Technical indicators, sentiment signals, forecast projections and risk factors evaluated together — not in isolation.

    One research workflow

    Instead of switching between charts, news feeds, indicator tools and spreadsheets, everything is organized into a single brief.

    Form your own view

    Stock Vanta presents evidence layers so you can evaluate a stock from multiple perspectives — not rely on a single number.

    Core Intelligence

    Three primary analysis layers, each built on real market data.

    Technical Analysis

    RSI, MACD, moving averages, Bollinger Bands, ATR, trend strength and volume analysis — all computed from real OHLCV market data.

    RSIMACDSMA/EMABollinger BandsATRTrend
    Explore Technical Analysis

    Market Sentiment

    Financial-news sentiment classification — Positive, Neutral, or Negative — with catalyst identification and market context.

    NLP ProcessingNews AnalysisPositive / Neutral / NegativeCatalyst Detection
    Explore Sentiment

    AI-Assisted Forecasting

    Historical price-pattern analysis using LSTM neural networks with attention mechanisms, projecting potential price paths over a forecast horizon.

    LSTM / Attention ModelPrice ProjectionsConfidence RangesModel Limitations Disclosed
    Explore Forecasting

    Risk Intelligence

    Volatility, drawdown, trend stability and downside exposure analysis.

    Opportunity Discovery

    Screen and filter stocks by signal, momentum, risk level and more.

    Stock Brief

    A single unified view combining signal, sentiment, catalysts and risk.

    How Stock Vanta Works

    A focused research workflow — from discovery to evidence-based analysis.

    01

    Select a Stock

    Search or discover a company you want to analyze.

    02

    Understand the Market

    Review price behavior, technical indicators, trend and volatility.

    03

    Add Market Context

    Understand financial-news sentiment and relevant catalysts.

    04

    Form Your Own View

    Use technical, sentiment, forecasting and risk information together rather than relying on one isolated signal.

    Built with modern analytical infrastructure

    A full-stack research platform combining real-time market data processing with machine-learning analysis.

    Next.js

    Frontend

    React

    Frontend

    TypeScript

    Frontend

    Tailwind CSS

    Frontend

    FastAPI

    Backend

    Python

    Backend

    ONNX Runtime

    ML Inference

    Custom LSTM

    Forecasting

    Financial NLP

    Sentiment

    Yahoo Query

    Market Data

    Transparent by design

    Stock Vanta should help you understand where an insight comes from — not simply display a score without context.

    HR

    Built from research into a real product

    Haroon Rasheed

    AI Developer & Creator of Stock Vanta. Stock Vanta began as an AI-focused market-analysis project and evolved into a broader stock research platform combining technical analysis, sentiment intelligence, forecasting and risk context.

    See the market from more than one angle.

    Use technical analysis, sentiment, forecasting and risk context to research your next stock.

    Stock Vanta provides market research and analytical information for educational and informational purposes. Forecasts, scores and signals involve uncertainty and should not be treated as guarantees or personalized financial advice. Always consider your personal financial situation, risk tolerance, and consult qualified financial advisors before making investment decisions.