Extract & Analyze Truth Social Posts for Stock Market Impact with Airtop & Slack

This n8n workflow leverages Airtop for browser automation to scrape Donald Trump's Truth Social profile (@realDonaldTrump), extracting structured data from up to 3 recent posts including author, text, image URL, post URL, and an AI-estimated stock market impact (positive/negative/neutral direction and None/Small/Medium/Large magnitude).

It streamlines market intelligence by using natural language prompts with JSON schema for precise data extraction, splitting results into individual items, filtering for content-rich posts with non-zero impact, and notifying teams via Slack with summaries. This saves analysts hours of manual monitoring, enabling rapid response to high-impact communications.

Ideal for traders, financial analysts, policy observers, and hedge funds tracking political influences on markets. Benefits include real-time alerts, reduced bias through structured AI analysis, and easy scalability to other profiles. Setup requires Airtop API key/profile and Slack app.