AI-Driven Stock Trading Automation with Alpaca and Google Sheets Integration

Overview

This workflow automates stock trading by leveraging AI-driven sentiment analysis, integrating Alpaca's trading API with Google Sheets for seamless data management and execution.

Key Features

• Retrieves account and position data from Alpaca using HTTP requests.
• Reads daily sentiment scores from Google Sheets to inform trading decisions.
• Utilizes custom code nodes to filter and select top sentiment scores for actionable insights.
• Automatically places buy and sell orders on Alpaca based on AI analysis.
• Updates Google Sheets with account balances and trading activity for transparent tracking.

Benefits

• Reduces manual intervention in stock trading, increasing efficiency and accuracy.
• Ensures data-driven decisions by combining real-time sentiment analysis with automated execution.
• Provides clear audit trails and reporting through Google Sheets integration.
• Saves significant time for traders and analysts by automating repetitive tasks.

Use Cases

• Individual or institutional traders seeking to automate trading strategies.
• Financial analysts looking to integrate AI sentiment data into trading workflows.
• Businesses aiming to streamline portfolio management and reporting with minimal manual effort.