LinkedIn Comments Scraper | Extract Post Engagement Data — LinkedIn | Lagic

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Overview

Extract the complete text, author details, and reaction stats from the comments section of any LinkedIn post. Ideal for sentiment analysis, lead generation, and competitor monitoring.

This tool pulls all the comment data from a single public LinkedIn post, giving you a structured dataset of the entire conversation. It's designed for marketers, sales teams, and brand managers who need to understand audience reception, identify potential leads, or track what people are saying on competitor or industry leader posts. ### What You Get You'll receive a detailed breakdown of every top-level comment and its replies. This includes the full text of the comment, the author's name, professional headline, and a link to their profile. You also get granular engagement data for each comment, such as the total number of reactions, broken down by type (like, praise, interest, etc.), and the total number of replies. ### How It's Used Simply provide the URL of a LinkedIn post. The tool then systematically extracts the comments, which you can sort by most recent or by LinkedIn's 'relevance' algorithm. This is particularly useful for analyzing announcement posts, product feedback threads, or viral content. By exporting this data, you can perform sentiment analysis, identify highly engaged users for community building, or find prospects who are actively discussing problems your business solves.