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

Name: Stock market analysis & prediction with GPT, Claude & Gemini via Telegram
Availability: InStock
Author: Cheng Siong Chin

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

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Important notice

This workflow is provided as-is. Please review and test before using in production.

Overview

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.

Cheng Siong Chin

193 workflows

Nodes

n8n-nodes-base.scheduletrigger n8n-nodes-base.set n8n-nodes-base.httprequest n8n-nodes-base.code n8n-nodes-base.telegram n8n-nodes-base.merge @n8n/n8n-nodes-langchain.lmchatopenai @n8n/n8n-nodes-langchain.lmchatanthropic

Complexity

advanced

Published 03 Nov 2025

Likes 0

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Install path: /data/workflows/10460/10460.json

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

Workflow preview

Important notice

Overview

Introduction

How It Works

Workflow Template

Workflow Steps

Setup Instructions

Prerequisites

Use Cases

Customization

Benefits