What is the LinkedIn Post Likers Scraper?
InsightSocial's LinkedIn Post Likers Scraper is a free Chrome extension that exports the people who reacted to a LinkedIn post to Excel, CSV, JSON or Google Sheets. Open the post, pick how many reactors to collect, and each person becomes a row with name, headline, profile link, connection degree and reaction type. Keep the tab in front while it runs.
LinkedIn shows reactions as a scrolling list you can read but not export. The extension reads that same list inside your own logged-in session and turns it into rows. It only reads: it never sends messages, connection requests or reactions.
How many reactors a run returns
Pick 50, 100 or 500. The run stops at that count, or earlier if LinkedIn stops loading the list, so a post with thousands of reactions gives you the count you picked, not all of them. On a single post the run pauses while the tab is hidden; the side panel says so, and the run carries on when you switch back.
A few members with strict privacy settings appear as "LinkedIn Member" with fewer fields. The extension exports what LinkedIn shows your session for each person.
Working with the list
- Who reacted, by role. The headline is where most people put their title and company. Filter or pivot on it to see which roles a topic reached.
- Reaction mix. Count the Reaction Type column to see whether a post drew Insightful or Funny, which a single total hides.
- Your network vs. new reach. The Degree column (1st, 2nd, 3rd+) shows how much of the engagement came from outside your connections.
- Duplicates across posts. Export several posts and remove duplicates on the profile link to see who engages repeatedly.
The comments and the post itself
For what people wrote under the post, use the LinkedIn Comments Scraper on the same page. For a profile's or company's posts with their reaction counts by type, use the LinkedIn Posts Scraper.
Using the data responsibly
Reactions are public engagement, and the extension captures only what your account already sees. LinkedIn's terms restrict automated collection, and that risk sits with the account you use. Keep volumes reasonable and handle personal data under GDPR and CCPA.