Advance Stock Analysis (both Technical and Trends) Using GPT4o Powered AI Agent
This workflow automatically generates detailed stock investment reports through an AI smart agent, combining technical analysis and market sentiment analysis. The content includes technical indicators, sentiment scores, and trending news. Users only need to input the stock code and their email address to regularly receive aesthetically pleasing HTML emails presented in Hebrew, enhancing the efficiency of investment decision-making. It is suitable for individual investors, traders, and financial analysts, providing users with professional yet easy-to-understand market insights to help seize investment opportunities and build scientific trading strategies.
Workflow Name
Advance Stock Analysis (both Technical and Trends) Using GPT4o Powered AI Agent
Key Features and Highlights
This workflow leverages a GPT-4o-powered AI agent to integrate deep technical analysis with news sentiment analysis, automatically generating comprehensive stock investment reports presented in Hebrew. The reports cover technical indicators such as RSI, MACD, Bollinger Bands, support and resistance levels, and Fibonacci retracements, alongside market sentiment scores, trending news articles, and market trend topics. The final output is delivered to users as an aesthetically pleasing, responsive HTML email.
Core Problems Addressed
- Automated integration of multi-source data (stock charts, historical prices, technical indicators, financial news) for comprehensive analysis.
- Eliminates the tediousness of manual data compilation and analysis, improving investment decision efficiency.
- Provides professional-grade yet easily understandable technical analysis and market sentiment interpretation suitable for both expert and non-expert investors.
- Enables personalized, regularly updated weekly stock analysis reports to help users seize investment opportunities.
Application Scenarios
- Individual investors and traders seeking stock analysis that combines technical and news perspectives.
- Financial analysts and advisors delivering data-driven investment recommendations to clients.
- Financial service platforms or news websites requiring automated generation and email distribution of stock analysis reports.
Main Workflow Steps
- Form Trigger: User inputs stock ticker and email address to initiate the workflow.
- Data Acquisition:
- Call Chart-img API to obtain weekly candlestick charts.
- Use Twelve Data API to retrieve historical prices and technical indicators (e.g., Bollinger Bands, MACD).
- Fetch relevant financial news and sentiment data via Alpha Vantage News API.
- Technical Analysis:
- Employ GPT-4o for visual pattern recognition on charts.
- Calculate and summarize technical indicators, identifying support/resistance levels and Fibonacci zones.
- News Trend Analysis:
- Analyze sentiment polarity of news articles and identify trending topics.
- AI Agent Comprehensive Analysis:
- Combine technical and news sentiment analyses to generate a structured JSON investment report.
- Refine report text to ensure professionalism and adherence to Hebrew linguistic conventions.
- HTML Email Generation and Styling:
- Create a responsive report email formatted for Hebrew reading habits.
- Adjust color schemes based on sentiment results.
- Remove redundant or invalid content to optimize presentation.
- Email Delivery: Send the finalized report to the user’s specified email address.
Involved Systems and Services
- OpenAI GPT-4o: For chart analysis, text generation, and optimization.
- Chart-img API: To generate technical analysis charts.
- Twelve Data API: For historical stock prices and technical indicator data.
- Alpha Vantage API: To collect financial news and market sentiment data.
- SMTP Email Service: For sending customized stock analysis emails.
- n8n Workflow Automation Platform: To orchestrate data fetching, AI analysis, and email dispatch nodes.
Target Users and Value Proposition
This workflow is ideally suited for individual investors, professional traders, and financial analysts who seek to make informed investment decisions based on data and AI insights. By automating analysis and delivering periodic reports, it saves users time, reduces information overload, and enhances investment accuracy. Whether novice or experienced, users gain a comprehensive view of both technical and news-driven factors, supporting the development of scientifically grounded trading strategies.