Linkedin Post Comments Scraper (No Cookie) — LinkedIn | Lagic

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Overview

Extract all comments from any public LinkedIn post without needing a session cookie. Get commenter names, headlines, profile URLs, reaction counts, and full comment text to analyze audience sentiment and identify potential leads.

## Analyze Engagement at Scale LinkedIn is a hub for professional conversation, but its interface makes it difficult to analyze comment sections in bulk. This tool solves that by taking one or more public LinkedIn post URLs and returning a structured dataset of all the comments, including replies. ## Data You Can Act On The output isn't just a list of comments. You get detailed information on each person who commented, including their name, professional headline, and a link to their profile. This is invaluable for understanding who is engaging with specific content. You'll also receive a full breakdown of reactions for each comment (likes, praise, interest, etc.), timestamps, and the specific comment URL. ## No Account, No Problem A key feature of this tool is that it does not require you to provide a LinkedIn session cookie or log in with your account. This simplifies the process, removes a technical hurdle, and means your personal account activity is never mixed with your data extraction work. ### Who is this for? * **Sales & Business Development:** Identify engaged professionals commenting on industry-specific posts. These are warm leads who have declared their interest in a topic. * **Marketing & Brand Managers:** Monitor audience sentiment on company announcements, competitor posts, or influencer content. Gather testimonials and user feedback directly from the source. * **Market Researchers:** Collect qualitative data on public opinion around specific business topics, products, or news events. * **Recruiters:** Source potential candidates by seeing who is an active participant in conversations related to your industry.