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Real-time X post monitoring & auto-categorization with Airtop

AirtopAirtop
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2/3/2026
CRM AutomationZoho CRMWebhooksZoho SheetData Sync
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Monitor X for Relevant Posts

Use Case

This automation monitors X (formerly Twitter) search pages in real time and extracts high-signal posts that match your categories of interest. It’s ideal for community engagement, lead discovery, thought leadership tracking, or competitive analysis.

What This Automation Does

Given a search URL and a list of categories, it:

  • Logs into X using Airtop
  • Opens the specified search URL
  • Scrolls through the results
  • Extracts up to 10 valid, English-language posts
  • Filters and classifies each post by category (or marks as [NA] if unrelated)
  • Returns the structured results as JSON

Input parameters:

  • airtop_profile — An Airtop browser profile authenticated on X
  • x_url — X search URL (e.g., https://x.com/search?q=ai agents&f=live)
  • relevant_categories — Text-based list of categories to classify posts (e.g., "Web automation use cases", "Thought leadership")

Output: A JSON array of posts, each with:

  • writer
  • time
  • text
  • url
  • category

How It Works

  1. Trigger: This workflow is triggered by another workflow (e.g., a community engagement pipeline).
  2. Input Setup: Accepts the Airtop profile, search URL, and categories to use for classification.
  3. Session: Starts a browser session using the Airtop profile.
  4. Window Navigation: Opens the provided X search URL.
  5. Extraction: Scrapes up to 10 posts with /status/ in the URL and text in English.
  6. Classification: Each post is labeled with a category if relevant, or [NA] otherwise.
  7. Filtering: Discards [NA] posts.
  8. Output: Returns the list of classified posts.

Setup Requirements

  1. Airtop profile with an active X login.
  2. Airtop API key connected in n8n.
  3. List of category definitions to guide post classification (used in prompt).

Next Steps

  • Feed into Engagement Workflows: Pass the results to workflows that reply, retweet, or track posts.
  • Use in Slack Alerts: Push classified posts into Slack channels for review and reaction.
  • Customize Classifier: Refine the categorization logic to include sentiment or company mentions.

Read more about Monitoring X for Relevant Posts

Real-Time X-Post Monitoring & Auto-Categorization with Airtop

This n8n workflow automates the process of monitoring and categorizing posts using Airtop. It's designed to process incoming data, apply custom logic for categorization, and then interact with the Airtop platform.

What it does

This workflow performs the following key steps:

  1. Receives Data: It's triggered when executed by another workflow, suggesting it's part of a larger automation system.
  2. Edits Fields: The "Edit Fields (Set)" node allows for initial data transformation or setting default values.
  3. Applies Custom Logic: The "Code" node executes custom JavaScript, enabling flexible data manipulation and business logic application, likely for categorization or data preparation.
  4. Filters Data: The "Filter" node conditionally processes items based on specified criteria, allowing for branching or selective actions.
  5. Interacts with Airtop: The "Airtop" node is used to perform actions within the Airtop platform, such as creating, updating, or retrieving data, likely related to post monitoring and categorization.

Prerequisites/Requirements

To use this workflow, you will need:

  • n8n Instance: A running instance of n8n.
  • Airtop Account: Access to an Airtop account and the necessary API credentials configured in n8n.

Setup/Usage

  1. Import the workflow: Import the provided JSON into your n8n instance.
  2. Configure Credentials:
    • Set up your Airtop credentials within n8n.
  3. Customize Nodes:
    • Edit Fields (Set): Adjust the fields and values as needed for your specific data.
    • Code: Modify the JavaScript code to implement your desired categorization logic or data processing.
    • Filter: Define the conditions for filtering items based on your requirements.
    • Airtop: Configure the Airtop node to perform the specific operations (e.g., create post, update category) relevant to your use case.
  4. Connect to a Trigger Workflow: As this workflow starts with an "Execute Workflow Trigger" node, it's designed to be called from another n8n workflow. Ensure you have a parent workflow that triggers this one with the appropriate data.
  5. Activate the Workflow: Once configured, activate the workflow to start processing data.

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