Extract detailed LinkedIn post content and all associated comments for in-depth analysis.
List of LinkedIn post URLs to scrape
Maximum number of concurrent requests per run
If provided, will be used for authenticated scraping instead of the default session.
Whether to click 'See more comments' to expand the comment list. WARNING: This significantly increases scraping time.
Maximum number of comments to extract if expansion is enabled.
Results to deliver
400 creditsThis agent actively searches live listings — results may vary. You are only charged for what is delivered, up to this number.
Lagic Proxy
Pricing
This tool extracts comprehensive data from LinkedIn posts, including the author, full text, images, videos, total reactions, and all comments with their authors, text, timestamps, and reactions. Use it to analyze engagement, sentiment, and content strategies.
### Understand LinkedIn Engagement at a Glance The LinkedIn Post & Comments Scraper is designed for anyone needing to gather detailed information directly from public LinkedIn posts and their discussions. Whether you're tracking competitor content, analyzing industry sentiment, or researching specific topics, this tool provides structured data to fuel your insights. **What data you get:** For each LinkedIn post, you'll receive the original author's name, the complete post text, any embedded images or videos, and the total reaction count. Crucially, the tool goes deeper by extracting all associated comments. For every comment, you'll see the author, their full comment text, when it was posted, and how many reactions it received. **Tailor your data collection:** Simply provide a list of LinkedIn post URLs, and the tool takes care of the rest. For posts with extensive discussions, you have the option to `Expand comments`. Be aware that enabling this feature, especially for many posts, will increase the time it takes to complete the scraping process. You can also set a `Max comments` limit to control the volume of data extracted if full expansion isn't needed. For accessing posts that might require a logged-in session, the tool allows you to provide a `LinkedIn li_at session cookie` for authenticated scraping, though it can also operate on publicly accessible posts without one. **Performance and control:** Adjust the `Max concurrency` setting to balance between speed and resource usage, depending on your needs. Standard `Proxy configuration` options are available for managing requests effectively. This data is delivered in a clean, structured format, ready for immediate use in your spreadsheets, databases, or analytics platforms.
Copy the URLs of the LinkedIn posts you want to scrape.
Paste these post URLs into the 'Post URLs' field.
Optionally, provide your 'LinkedIn li_at session cookie' for authenticated access to posts.
Decide if you want to 'Expand comments' and set a 'Max comments' limit if needed.
Run the tool to begin extracting post and comment data.
Download your structured data once the extraction is complete.