Smart stock trading recommendations with GPT-4, TwelveData & NewsAPI analysis

Smart Stock Trading Recommendations with GPT-4, TwelveData & NewsAPI

What It Does This template automates stock analysis by combining technical analysis, news sentiment, and real-time market data to generate actionable trading recommendations with confidence scores, risk management parameters, and entry/exit levels.

Why It's Useful - Data-Driven Decisions: Eliminates emotional trading by synthesizing multiple data sources - Time-Saving: Analyzes a stock in seconds instead of hours of manual research - Risk Management: Automatically calculates stop losses and risk/reward ratios - Real-Time Context: Combines historical trends with breaking news and latest sentiment

How It Works

1. Technical Analysis (TwelveData) - Fetches 4-hour, 1-day, and 1-week price trends - Calculates moving averages and identifies support/resistance levels

2. News Sentiment (NewsAPI + GPT-4) - Pulls recent news articles about the stock - Uses AI to score sentiment impact on price (-1.0 to +1.0) - Distinguishes between "bad news" and "sell pressure"

3. Live Market Intelligence (Perplexity API) - Checks for real-time catalysts (earnings, Fed announcements, rumors) - Catches breaking news that historical data might miss

4. Visual Confirmation (Chart-Img API) - Generates 1-week chart visualization for quick pattern recognition