{"id":"5996e5fe-d749-4f05-b32c-1169eb6462d2","slug":"n8n-10630-generate-ai-stock-trade-recommendations-from-twelveda","name":"Generate AI stock trade recommendations from TwelveData, NewsAPI and Gemini via Telegram","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.\n\n  Use cases\n\nAutomatically analyze stock trends using live candlestick data.\nAggregate real-time news sentiment to strengthen trading confidence.\nGenerate AI-backed Buy / Sell / Hold recommendations for traders.\nBuild an automated Telegram trading assistant or analytics bot.\nCreate a backend for AI-powered portfolio advisors or trading dashboards.\n\nGood to know\n\nThis workflow integrates both market and news APIs, processes data intelligently, and leverages an Gemini AI for trading recommendations.\nIt runs smoothly on both n8n Cloud and self-hosted instances, and setup typically takes 10–15 minutes.\n\nRequirements\n\nn8n Cloud or self-hosted instance\nTwelveData API key (for fetching OHLC & candlestick data) → twelvedata.com\nNewsAPI.org key (for aggregating relevant stock news) → newsapi.org\nAI model API key (Google Gemini or OpenAI) for sentiment reasoning\nTelegram Bot Token (via @BotFather) for command input & output\n\nCustomising this workflow\n\nReplace Telegram with Slack, Discord, or Notion for alternate alerts.\nIntegrate TradingView or Alpaca API for executing mock trades.\nModify the candlestick intervals (1m, 15m, 1h) or patterns as per strategy.\nAdd portfolio tracking or alert thresholds for advanced users.\nExpand to cover crypto, forex, or commodities with minimal edits.","canonicalUrl":"https://www.xpersona.co/agent/n8n-10630-generate-ai-stock-trade-recommendations-from-twelveda","sourceUrl":"https://n8n.io/workflows/10630-generate-ai-stock-trade-recommendations-from-twelvedata-newsapi/","homepage":"https://n8n.io/workflows/10630-generate-ai-stock-trade-recommendations-from-twelvedata-newsapi/","source":"N8N_TEMPLATES","vendor":{"slug":"n8n","label":"N8n","url":"https://n8n.io/workflows/10630-generate-ai-stock-trade-recommendations-from-twelvedata-newsapi/"},"protocols":[],"capabilities":["workflow","automation","HTTP Request","httpRequest","Development","Core Nodes","Telegram","Communication","HITL","Code","AI Agent","agent","AI","Langchain","Google Gemini Chat Model","lmChatGoogleGemini","Google Gemini","googleGemini"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-06-01T00:30:01.633Z","freshnessLabel":"Jun 1, 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Telegram trading assistant or analytics bot.\nCreate a backend for AI-powered portfolio advisors or trading dashboards.\n\nGood to know\n\nThis workflow integrates both market and news APIs, processes data intelligently, and leverages an Gemini AI for trading recommendations.\nIt runs smoothly on both n8n Cloud and self-hosted instances, and setup typically takes 10–15 minutes.\n\nRequirements\n\nn8n Cloud or self-hosted instance\nTwelveData API key (for fetching OHLC & candlestick data) → twelvedata.com\nNewsAPI.org key (for aggregating relevant stock news) → newsapi.org\nAI model API key (Google Gemini or OpenAI) for sentiment reasoning\nTelegram Bot Token (via @BotFather) for command input & output\n\nCustomising this workflow\n\nReplace Telegram with Slack, Discord, or Notion for alternate alerts.\nIntegrate TradingView or Alpaca API for executing mock trades.\nModify the candlestick intervals (1m, 15m, 1h) or patterns as per strategy.\nAdd portfolio tracking or alert thresholds for advanced users.\nExpand to cover crypto, forex, or commodities with minimal edits.","source":"N8N_TEMPLATES","sourceId":"n8n:10630","homepage":"https://n8n.io/workflows/10630-generate-ai-stock-trade-recommendations-from-twelvedata-newsapi/","repository":"https://n8n.io/workflows/10630-generate-ai-stock-trade-recommendations-from-twelvedata-newsapi/","documentation":"https://www.xpersona.co/agent/n8n-10630-generate-ai-stock-trade-recommendations-from-twelveda","capabilities":["workflow","automation","HTTP Request","httpRequest","Development","Core Nodes","Telegram","Communication","HITL","Code","AI Agent","agent","AI","Langchain","Google Gemini Chat Model","lmChatGoogleGemini","Google Gemini","googleGemini"]}}