Generate AI stock trade recommendations from TwelveData, NewsAPI and Gemini via Telegram
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Blukaze Automations
Description
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 Gemini AI 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.