Generate AI-Powered Stock Trading Recommendations using Candlestick & News Analysis

This n8n template automates intraday trading insights by combining candlestick pattern analysis and news sentiment aggregation to suggest actionable Buy / Sell / Hold decisions across international stock markets.

Use cases

• Automatically analyze stock trends using live candlestick data.
• Aggregate real-time news sentiment to strengthen trading confidence.
• Generate AI-backed Buy / Sell / Hold recommendations for traders.
• Build an automated Telegram trading assistant or analytics bot.
• Create a backend for AI-powered portfolio advisors or trading dashboards.

Good to know

This workflow integrates both market and news APIs, processes data intelligently, and leverages an AI model (Gemini or OpenAI) for trading recommendations.
It runs smoothly on both n8n Cloud and self-hosted instances, and setup typically takes 10–15 minutes.

Requirements

• n8n Cloud or self-hosted instance
• TwelveData API key (for fetching OHLC & candlestick data) → twelvedata.com
• NewsAPI.org key (for aggregating relevant stock news) → newsapi.org
• AI model API key (Google Gemini or OpenAI) for sentiment reasoning
• Telegram Bot Token (via @BotFather) for command input & output

Customising this workflow

• Replace Telegram with Slack, Discord, or Notion for alternate alerts.
• Integrate TradingView or Alpaca API for executing mock trades.
• Modify the candlestick intervals (1m, 15m, 1h) or patterns as per strategy.
• Add portfolio tracking or alert thresholds for advanced users.
• Expand to cover crypto, forex, or commodities with minimal edits.