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Generate AI stock trade recommendations from TwelveData, NewsAPI and Gemini via Telegram logo

Generate AI stock trade recommendations from TwelveData, NewsAPI and Gemini via Telegram

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Generates AI stock trade recommendations from market data, news, and Gemini via Telegram.

n8nAI & LLMIntermediate👁 346 views
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Updated 2026-06-15

What is the Generate AI stock trade recommendations from TwelveData, NewsAPI and Gemini via Telegram workflow?

This workflow fetches market and news data via HTTP, analyzes it with an AI Agent and Gemini models, then sends trading recommendations over Telegram.

It is intended for traders and developers seeking automated intraday stock insights and Telegram-based alerts.

What it automates

Daily stock monitoring for retail traders

A retail investor runs the workflow each morning to receive AI-generated Buy/Sell/Hold signals for a watchlist of stocks based on latest candlestick and news data delivered directly in Telegram.

Portfolio rebalancing alerts

An individual investor uses the automation to scan holdings weekly, letting the Gemini-powered agent combine price action and recent news to flag potential rebalancing actions via chat.

Quick market reaction checks

A part-time trader triggers the workflow after major news events to obtain rapid AI recommendations on affected tickers without manually checking multiple data sources.

Apps & integrations used

HTTP RequestTelegramAI AgentGoogle Gemini Chat ModelGoogle Gemini

How to set up Generate AI stock trade recommendations from TwelveData, NewsAPI and Gemini via Telegram

  1. 1Import the workflow JSON into your n8n instance
  2. 2Add credentials for HTTP Request nodes to TwelveData and NewsAPI
  3. 3Configure Google Gemini Chat Model credentials for the AI Agent
  4. 4Enter your Telegram bot token and chat ID in the Telegram node
  5. 5Set the desired stock symbols and schedule or trigger
  6. 6Activate the workflow and test with a sample run

Generate AI stock trade recommendations from TwelveData, NewsAPI and Gemini via Telegram: pros & cons

Pros

  • +Combines price and news data in one AI analysis
  • +Delivers recommendations instantly via Telegram
  • +Uses Gemini for nuanced Buy/Sell/Hold logic
  • +Fully automated once configured

Cons

  • –Requires paid or free API keys from multiple services
  • –AI output is not guaranteed financial advice
  • –May need adjustments for specific tickers or frequency
Did you find this helpful?

Frequently asked questions

It pulls candlestick and news data via HTTP Request nodes, uses an AI Agent with Google Gemini to generate Buy/Sell/Hold recommendations, and sends the results through Telegram.

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