📈 Stock market analysis & prediction with GPT, Claude & Gemini via Telegram
⚡ 2,758 views · 📈 Crypto Trading & Stock Market
Description
Introduction
Automates stock market analysis using multiple AI models to predict trends, analyze sentiment, and generate consensus-based investment insights. For traders and analysts seeking data-driven forecasts by eliminating manual research and combining AI perspectives for accurate predictions.
How It Works
Daily trigger fetches stock data, news, ratings, and sentiment → AI models analyze each source → OpenAI generates report → Three AI validators (OpenAI, Anthropic, Gemini) cross-verify → Consensus evaluation → Telegram alert with insights.
Workflow Template
Schedule → Fetch Stock Data → Fetch News → Fetch Ratings → Fetch Sentiment → AI Analysis → Combine → Generate Report (GPT) → Validate (3 AIs) → Evaluate Consensus → Send Telegram
Workflow Steps
- Data Collection: Scheduled trigger fetches prices, news, analyst ratings, and social trends
- AI Analysis: Separate models analyze stocks, news sentiment, ratings, and social discussions
- Report Generation: OpenAI GPT combines analyses into comprehensive market report
- Multi-AI Validation: Three AI models independently validate predictions for accuracy
- Consensus Building: Evaluates AI agreement to determine confidence levels
- Alert Delivery: Sends Telegram alerts with buy/sell/hold recommendations
Setup Instructions
- Schedule: Configure daily trigger time
- Data Sources: Add API keys for stock data, news APIs, and social platforms
- AI Models: Configure OpenAI, Anthropic, and Google Gemini credentials
- Telegram: Create bot and add token
- Thresholds: Define consensus requirements for recommendations
Prerequisites
- Stock data API (Alpha Vantage, Yahoo Finance)
- News API key
- Social media API
- OpenAI API key
- Anthropic API key
- Google Gemini API key
- Telegram bot token
Use Cases
Day Trading: Real-time volatile stock analysis with multiple AI perspectives. Portfolio Management: Daily consensus reports for rebalancing.
Customization
Add technical indicators (RSI, MACD). Include crypto analysis. Integrate portfolio tracking. Add email/Slack notifications. Configure sector-specific analysis.
Benefits
Eliminates hours of daily research. Reduces AI hallucination through multi-model validation. Provides 24/7 monitoring. Combines multiple data sources.
🔗 Nodes Used
HTTP Request, Telegram, Schedule Trigger, Basic LLM Chain, Anthropic Chat Model, OpenAI Chat Model
📥 Import
Download workflow.json and import into n8n:
Workflow menu → Import from File