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

Description

Quick overview
ZenTrade is an AI-powered trading assistant that combines multi-timeframe analysis, volume confirmation, and news sentiment to generate Buy, Sell, and Hold recommendations with market bias, risk assessment, and trade setups delivered directly to Telegram.

How it works
ZenTrade analyzes live market data across multiple timeframes (1-minute, 15-minute, and 1-hour) using TwelveData. The workflow evaluates trend direction, volume activity, and news sentiment, then processes this information through a proprietary market scoring engine. Based on the calculated market bias, Gemini AI generates a concise trade analysis with a recommendation, risk assessment, and trade setup including entry, stop loss, and target levels. Results are automatically delivered to Telegram in real time.

Setup
Import the workflow into n8n and configure your API credentials for TwelveData, NewsAPI, Gemini (or OpenAI), and Telegram. Create a Telegram bot using BotFather and add the bot token to the workflow credentials. Once configured, users can submit stock tickers directly through Telegram. The workflow will fetch market data, analyze sentiment, calculate market bias, and return a complete trading report within seconds.

Requirements
n8n Cloud or self-hosted n8n instance
TwelveData API key (market data)
NewsAPI key (news sentiment)
Google Gemini API key or OpenAI API key
Telegram Bot Token (via @BotFather)

Customization
Replace Telegram with Slack, Discord, Email, or Notion
Connect TradingView, Alpaca, or brokerage APIs
Modify scoring weights and trading logic
Add portfolio tracking and performance monitoring
Extend support to crypto, forex, ETFs, or commodities
Create custom trading strategies using the built-in scoring engine