Extract and Structure X Post Comments with Airtop Browser Automation

Description

Extracting Comments from an X Post

Use Case
Engaging with conversations on X (formerly Twitter) is critical for brands and individuals monitoring sentiment, leads, or emerging trends. Manually collecting comments is time-consuming—this automation enables scalable extraction of comment data to inform your outreach or analysis.

What This Automation Does
This automation extracts comments from a specified X post, with the following input parameters:

airtop_profile**: The name of your Airtop Profile connected to X.
x_post_url**: The URL of the X post to extract comments from.
max_number_of_comments**: The maximum number of comments to retrieve.

How It Works
Takes input via a form or another workflow.
Normalizes the input values.
Creates a new browser session using Airtop.
Navigates to the provided X post.
Uses a prompt to extract up to the specified number of comments, returning:
Author name
Author profile URL
Comment text

Setup Requirements
Airtop API Key — free to generate.
An Airtop Profile connected to X (requires one-time login).

Next Steps
Pair with X Monitoring**: Use this with the X monitoring automation to detect relevant posts and extract discussion context automatically.
Feed into Analytics**: Combine with summarization or sentiment analysis tools to understand audience response at scale.
Export for CRM/BI**: Pipe the structured comment data into your CRM or business intelligence stack for lead tracking or reporting.

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