Use the Posts Scraper to extract profiles of people who commented on or reacted to LinkedIn posts. Get a downloadable CSV with names, LinkedIn URLs, positions, reaction types, and comments.

This feature is available through the web dashboard under the LinkedIn tab and via the Vayne REST API.

✨ This feature uses Vayne's custom setup and does not require your LinkedIn account connection. The data returned is live — we don't use a database.

Getting Started

The Posts Scraper is available under LinkedIn → Posts Scraper on your dashboard.

Click New Scraper to start extracting profiles from post engagement.

Two Scraping Modes

Single Post Mode

Extract profiles from one specific LinkedIn post.

• Paste a LinkedIn post URL (e.g. linkedin.com/posts/... or linkedin.com/feed/update/...)
• Vayne scrapes all comments and reactions on that post
• Profiles are deduplicated automatically
• 100 credits reserved upfront, you're only charged for actual profiles found (1 credit each)

Profile Posts Mode

Extract profiles from multiple posts by a specific person.

• Paste a LinkedIn profile URL (e.g. linkedin.com/in/username)
• Vayne fetches their recent posts, then scrapes engagement from each