Stock market analysis & prediction with GPT, Claude & Gemini via Telegram

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 1. Data Collection: Scheduled trigger fetches prices, news, analyst ratings, and social trends 2. AI Analysis: Separate models analyze stocks, news sentiment, ratings, and social discussions 3. Report Generation: OpenAI GPT combines analyses into comprehensive market report 4. Multi-AI Validation: Three AI models independently validate predictions for accuracy 5. Consensus Building: Evaluates AI agreement to determine confidence levels 6. Alert Delivery: Sends Telegram alerts with buy/sell/hold recommendations Setup Instructions 1. Schedule: Configure daily trigger time 2. Data Sources: Add API keys for stock data, news APIs, and social platforms 3. AI Models: Configure OpenAI, Anthropic, and Google Gemini credentials 4. Telegram: Create bot and add token 5. 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.