Analyze stocks from Telegram using GPT-4, TwelveData, NewsAPI and Chart-IMG

AI Stock Tracking Agent is a Telegram-based AI workflow built in n8n that transforms a simple stock name into a complete trading analysis report. Users send a stock/company name through Telegram, and the workflow automatically: - Converts the company name into a stock symbol - Fetches multi-timeframe market data - Collects recent stock news - Performs AI-powered sentiment analysis - Generates a chart image - Creates a professional BUY / SELL / HOLD report - Sends the final analysis back to Telegram --- Node-by-Node Explanation --- 1. Telegram Stock Request Trigger What This Node Does This is the entry point of the workflow. It listens for incoming Telegram messages and starts the workflow automatically whenever a user sends a stock/company name. Example text Apple Tesla Nvidia --- 2. Convert to Stock Symbol What This Node Does Uses OpenAI to convert a company name into a valid stock ticker symbol. Example | User Input | AI Output | |---|---| | Apple | AAPL | | Tesla | TSLA | | Microsoft | MSFT | Why This Node Matters Users do not need to know the exact stock ticker symbol. The AI intelligently maps company names into valid trading symbols. --- 3. Fetch 4H Market Data What This Node Does Fetches 4-hour interval market data from the TwelveData API. Data Returned - Open Price - High Price - Low Price - Close Price - Volume Why This Node Matters Helps analyze: - Short-term momentum - Intraday trends - Swing trading opportunities --- 4. Fetch Daily Market Data What This Node Does Retrieves daily stock candle data from TwelveData. Why This Node Matters Daily candles help identify: - Medium-term trends - Support and resistance - Trend direction - Market strength --- 5. Fetch Weekly Market Data What This Node Does Fetches weekly timeframe stock data. Why This Node Matters Weekly charts help analyze: - Long-term market structure - Major breakouts - Investor sentiment - Macro trend direction --- 6. Merge Multi-Timeframe Data What This Node Does Combines: - 4H chart data - Daily chart data - Weekly chart data into one unified dataset. Why This Node Matters Creates a complete technical analysis context for the AI model. --- 7. Structure Technical Dataset What This Node Does Organizes all merged technical data into a clean structured object. Why This Node Matters Makes it easier for downstream AI nodes to process the technical dataset efficiently. --- 8. Fetch Stock News What This Node Does Fetches recent stock-related news using NewsAPI. Data Collected - Headlines - Article descriptions - Sources - Publication dates --- 9. News Sentiment Analyzer What This Node Does Uses OpenAI to evaluate how recent news may impact the stock price. AI Analysis Includes - Bullish sentiment - Bearish sentiment - Neutral sentiment - Confidence score - Market rationale Why This Node Matters Transforms raw news into actionable trading insight. --- 10. Merge Technical and News Data What This Node Does Combines: - Technical market data - News sentiment analysis into one AI-ready context. Why This Node Matters Allows the AI agent to analyze both technical and fundamental signals together. --- 11. Final AI Context Builder What This Node Does Structures all combined stock intelligence into a clean dataset. Why This Node Matters Prepares the final AI context before advanced trading analysis begins. --- 12. AI Stock Tracking What This Node Does Acts as the master AI trading analyst. AI Responsibilities - Analyze technical data - Analyze news sentiment - Detect bullish/bearish setups - Generate trading verdicts - Suggest entry zones - Calculate stop losses - Generate target prices - Calculate risk/reward ratio Output Includes - BUY / SELL / HOLD verdict - Confidence score - Technical rationale - Trade setup - Risk analysis - Chart link --- 13. Get Chart Image for Stock What This Node Does Generates a TradingView-style chart image using the Chart-IMG API. Features - Professional chart visualization - Weekly timeframe chart - Shareable chart image Why This Node Matters