AI-Powered Stock Analysis with Danelfin, TwelveData and Alpha Vantage

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Built by Paul Paul
Created on June 05, 2026

Description

🚀 AI-Powered Stock Analysis Chatbot

Transform Your Investment Decisions with Advanced AI Analytics

🎯 What It Does
This intelligent chatbot leverages cutting-edge financial APIs and AI-driven analysis to deliver comprehensive stock research reports. Get instant access to professional-grade investment analysis that combines multiple data sources for informed decision-making.

✨ Key Features

📊 AI-Driven Stock Scoring
Powered by Danelfin's proprietary AI algorithms
Real-time scoring across 5 key metrics: AI Score, Technical, Fundamental, Sentiment, and Low-Risk ratings
Access to comprehensive stock rankings and sector analysis

📈 Advanced Technical Analysis
Integration with TwelveData for precise technical indicators
Bollinger Bands, MACD, RSI, and moving averages analysis
Historical price data and trend identification

🖼️ Visual Chart Integration
Automatic generation of professional candlestick charts
Chart-img API integration for clear visual representations
Charts embedded directly in analysis reports

📰 Sentiment Analysis
Alpha Vantage news sentiment scoring
Market intelligence and sentiment tracking
Real-time news impact assessment

🧠 Vector-Powered Intelligence
Supabase vector storage for pattern recognition
Advanced data correlation and historical analysis
Intelligent recommendation engine

📋 What You Get

Comprehensive Markdown Reports Including:
Executive Summary** with actionable insights
Detailed Stock Analysis** with AI scoring breakdown
Interactive Charts** for each analyzed stock
Technical Indicators** and trend analysis
Current Stock Prices** and market data
Risk Assessment** and sentiment evaluation
Investment Recommendations** tailored to your strategy

🎯 Perfect For
Individual Investors** seeking professional-grade analysis
Financial Advisors** needing quick research reports
Portfolio Managers** requiring data-driven insights
Day Traders** looking for technical analysis
Long-term Investors** focused on fundamental analysis

🔧 How It Works
Ask About Any Stock - Simply mention a ticker or describe your investment criteria
AI Screening - The bot queries multiple APIs to gather comprehensive data
Advanced Analysis - Technical indicators, sentiment, and AI scoring are processed
Professional Report - Receive a detailed markdown report with charts and recommendations
Instant Delivery - Get results in seconds, not hours

🛡️ Data Sources & Reliability
Danelfin**: AI-powered stock scoring and rankings
TwelveData**: Professional-grade market data and technical indicators
Alpha Vantage**: News sentiment and market intelligence
Chart-img**: High-quality financial chart generation
Supabase**: Advanced vector database for pattern analysis

💡 Sample Use Cases
"Analyze the top 3 tech stocks with highest AI scores"
"Find low-risk dividend stocks in the utilities sector"
"Compare AAPL vs MSFT with technical analysis"
"Show me growth stocks with strong buy signals"
"Analyze energy sector performance this week"

Nodes Used (13)

AI Agent
@n8n/n8n-nodes-langchain.agent
Call n8n Workflow Tool
@n8n/n8n-nodes-langchain.toolWorkflow
Code
n8n-nodes-base.code
Default Data Loader
@n8n/n8n-nodes-langchain.documentDefaultDataLoader
Embeddings OpenAI
@n8n/n8n-nodes-langchain.embeddingsOpenAi
Gmail
n8n-nodes-base.gmail
HTTP Request
n8n-nodes-base.httpRequest
OpenAI
@n8n/n8n-nodes-langchain.openAi
OpenRouter Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenRouter
Recursive Character Text Splitter
@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter
Reranker Cohere
@n8n/n8n-nodes-langchain.rerankerCohere
Supabase Vector Store
@n8n/n8n-nodes-langchain.vectorStoreSupabase
Think Tool
@n8n/n8n-nodes-langchain.toolThink