How to Extract X Post Replies with Airtop

Collecting and analyzing replies from X posts manually is time-consuming, error-prone, and often limited by X's UI restrictions and rate-limiting. Dealing with complexities like scrolling, dynamic content loading, authentication, and structured data extraction manually can derail productivity and consistency.

Airtop's powerful automation built for Airtop Studio solves these pain points by leveraging real browser sessions for authentic browsing behavior, handling logins including OAuth, two-factor authentication (2FA), and Captcha challenges seamlessly. It reliably monitors and extracts replies from X posts, turning them into structured, actionable JSON output easily integrated with your internal tools.

Who is this Automation for?

• Social Media Analysts

• Data Engineers

• Automation Developers

• Marketing Technologists

Key Benefits

• Real browser sessions for reliable extraction

• Structured JSON data output for easy integration

• Comprehensive login support (OAuth, 2FA, Captcha)

• No-code setup within the Airtop Studio environment

Use Cases

• Analyzing audience sentiment from marketing campaign posts on X

• Capturing customer feedback from product announcement posts

• Competitor monitoring through reply analysis on key posts

• Enriching CRM or database with user interaction data from X conversations

Getting Started with the Extract X Post Replies Automation

Quickly extract valuable insights from X post replies directly within Airtop Studio in just a few clicks.

How the Extract X Post Replies Automation Works

The automation initiates a secure, authenticated real browser session within Airtop Studio, navigates directly to the targeted X post URL, automatically handles dynamic loading of reply threads, and intelligently extracts structured reply data, including user details and reply text. Results are exported clearly as JSON data, enabling immediate analysis and integration into your workflows or databases.

What You'll Need

• An Airtop free account

• Target X post URL(s)

• X account credentials (if accessing private/protected posts)

Setting Up the Automation

1. Open Airtop Studio and select "Extract X Post Replies" automation.

2. Click "Start Session" to launch the browser environment.

3. Once the page loads, input your target X post URL and run the automation.

4. Review or export structured JSON reply data immediately.

Customize the Automation

Tailor your X reply extraction workflows within Airtop Studio using code-level customization. Easily configure:

• The number of replies or depth of reply threads to extract

• Specific data points from each reply, including user profiles, timestamps, and engagement metrics

• Built-in filtering conditions to extract replies matching particular keywords or sentiment

• Integration webhooks to send extracted data directly to third-party tools or databases

Automation Best Practices

• Schedule your automation runs during low-traffic periods for optimal performance and minimal rate-limiting

• Use specific keyword filters within Airtop to efficiently identify relevant conversations

• Regularly update X credentials or OAuth tokens in Airtop Studio for uninterrupted operations

• Validate output data frequently to ensure extraction accuracy and data quality