How to Automatically Extract and Evaluate Truth Social Posts with n8n

Monitoring the social media activity of high-profile figures has become a strategic necessity for financial analysts, traders, and policy observers. However, manual extraction of posts from platforms like Truth Social presents challenges: inconsistent data formatting, authentication hurdles, and the need for timely, accurate market analysis.

The Trump-o-meter automation for n8n, powered by Airtop, reliably extracts structured data from Donald Trump’s official Truth Social account. Instead of just capturing post text, it also analyzes each post to estimate its potential direction and magnitude of impact on the U.S. stock market. Airtop’s platform handles advanced web navigation and structured JSON output, delivering filtered, relevant information directly to your preferred workflow, such as a Slack channel.

Using n8n as the orchestration layer allows for seamless integration with notifications, dashboards, and trading tools. Professionals can automate routine intelligence gathering and focus on high-value decision-making, confident in receiving timely, structured insights from critical social channels.

Legal Disclaimer

This tool is intended solely for informational and analytical purposes. The market impact estimations provided are speculative and should not be construed as financial advice. Do not make investment decisions based on this automation. Always consult with a licensed financial advisor before making any trades.

Who is this Automation for?

• Financial analysts tracking the influence of political statements on markets

• Equity traders and quantitative teams building real-time alerts for market-moving events

• Policy researchers monitoring high-profile communications from public figures

• Automation engineers and developers integrating market intelligence into business workflows

Key Benefits

• Real browser sessions overcome platform anti-bot protections

• Authenticated access to Truth Social ensures reliable data extraction

• Structured JSON output with impact analysis for easy integration

• Automated posting to Slack and other systems for fast team visibility

Use Cases

• Monitor Donald Trump’s Truth Social activity for market-moving posts

• Feed structured insights into equity trading or risk alerting systems

• Aggregate political commentary trends for research or policy analysis

• Archive high-impact statements with projected financial outcomes

• Automate Slack alerts for posts with estimated significant market impact

• Integrate extracted data into investment dashboards or reporting tools

Getting Started with the Trump-o-meter Automation

Begin monitoring and analyzing Truth Social posts with the Trump-o-meter automation, designed specifically for n8n and Airtop integration.

How the Trump-o-meter Automation Works

This automation launches a real browser session using your Airtop profile to securely access and extract up to three of Donald Trump’s most recent Truth Social posts. It parses each post, estimates potential impact on the U.S. stock market (including direction and magnitude), outputs clean JSON data, and posts actionable insights directly to a designated Slack channel. Sessions are authenticated and closed after completion to ensure secure, reliable operation.

What You’ll Need

• A free Airtop account

• An Airtop Profile authenticated to Truth Social

• An n8n account

• A Slack workspace with an authorized app and write permissions to the chosen channel

Setting Up the Automation

1. Click on Try Automation.

2. Select Use for free and proceed with the guided n8n setup steps.

3. Connect your Airtop Profile that is authenticated to Truth Social under the required settings.

4. Configure your Slack webhook or integration details as specified during setup.

5. Run the automation. Optionally, schedule recurring runs by enabling the scheduler in n8n.

Customize the Automation

• Adjust the number of posts analyzed (e.g., track more than three recent posts)

• Change or expand the target social account to monitor other influential figures

• Integrate with additional destinations, like dashboards, SMS alerts, or databases

• Modify the criteria for filtering posts or tune the impact estimation logic for your research needs

Automation Best Practices

• Keep your Airtop Profile’s Truth Social authentication credentials updated for uninterrupted access

• Test the Slack integration with sample data before deploying live alerts

• Regularly review and tune JSON parsing and filtering criteria for optimal relevance

• Schedule automation runs around market open or close to maximize actionable insights

Try this Automation

The Trump-o-meter for n8n lets you effortlessly extract and evaluate the market potential of high-profile Truth Social posts, helping your financial or research team stay informed and responsive. Need help customizing this automation? Book a Demo today!