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Linkedin Post Scraper Without Cookies — linkedin | Lagic

Built For

Extract all posts and engagement metrics from any public LinkedIn profile, no login required.

Curated by Lagic·Verified working

Configure Agent

The public LinkedIn profile URL to scrape (e.g. or )

Required when fetching the next result page. Please use the token from the result of your previous call.

Use this param to fetch posts of the next result page: 0 for page 1, 50 for page 2, etc.

Results to deliver

700 credits

This agent actively searches live listings — results may vary. You are only charged for what is delivered, up to this number.

Lagic Proxy

Country auto-rotated. Need a specific region? Contact support.

Pricing

7 credits per result
✓ 30 free credits on signup✓ Refund if 0 results✓ No card required

Sample Data Preview

Full post text and direct URLPublication date and timeTotal number of reactions, likes, comments, and repostsDetailed breakdown of reaction types (e.g., praise, empathy, interest)Information on attached articles, videos, or documents, including titles and URLsData on the original poster, including their name, headline, and profile URL
https://...2026-04-05191Value...https://...https://...
https://...2026-04-05820Value...https://...https://...
..................
Exports as:CSVXLSXJSON

Overview

Scrape posts, engagement stats like likes and comments, and article details from any public LinkedIn profile. Ideal for analyzing content strategies or tracking competitor activity without needing to log in.

This tool extracts all posts from a public LinkedIn profile page, giving you the raw data behind any individual's content strategy. Because it works without cookies, you don't need to connect your own LinkedIn account, making setup straightforward and anonymous. It's built for marketers, sales teams, and researchers who need to understand what resonates with a professional audience. By providing a direct profile URL, you get a structured breakdown of every post, including the full text, publication date, and detailed engagement metrics—not just likes and comments, but specific reactions like 'praise', 'interest', and 'empathy'. The tool also captures data on any attached articles, videos, or documents, making it a comprehensive source for content analysis. ### Who is this for? * **Marketing Agencies:** Analyze competitor content or track the performance of influencer campaigns for clients. * **B2B Sales Teams:** Research a prospect's recent activity and interests to personalize outreach and build rapport. * **Brand Managers:** Monitor the professional social media presence of company executives and key employees. * **Market Researchers:** Aggregate public posts from thought leaders to analyze trends and sentiment within a specific industry.

Key Capabilities

  • ✓ Full post text and direct URL
  • ✓ Publication date and time
  • ✓ Total number of reactions, likes, comments, and reposts
  • ✓ Detailed breakdown of reaction types (e.g., praise, empathy, interest)
  • ✓ Information on attached articles, videos, or documents, including titles and URLs
  • ✓ Data on the original poster, including their name, headline, and profile URL
  • ✓ Details for any reshared posts, including the reposter's commentary
  • ✓ A pagination token to retrieve the next page of results in a subsequent run
  • ✓ Analyze a competitor's content strategy by tracking their post frequency and engagement rates.
  • ✓ Identify the most engaging posts from a thought leader to inform your own content calendar.
  • ✓ Compile a list of articles and videos shared by a potential sales lead to personalize your outreach.
  • ✓ Monitor brand mentions by tracking posts from key employees or executives.
  • ✓ Gather data for academic research on professional social media trends.
  • ✓ Recruiters can analyze a candidate's professional activity and interests based on their posts.
  • ✓ Track the social media performance of your company's executives to measure the impact of their personal branding efforts.

Field Dictionary

How To Run This Extractor

1

Find the public LinkedIn profile you want to analyze.

2

Copy the complete URL from your browser's address bar.

3

Paste the URL into the 'LinkedIn URL' input field.

4

Click 'Run' to start the extraction.

5

After the run finishes, preview or download your data.

6

To get the next page of posts, copy the 'pagination_token' from the output and use it in the input for your next run.

Frequently Asked Questions

How technical do I need to be to use this?
Not at all. You just need to copy and paste a public LinkedIn profile URL into the input field.
What does 'without cookies' mean for me?
Can I get posts from a private LinkedIn profile?
How do I get all the posts from a profile with a long history?
Is it legal to scrape public LinkedIn posts?
What formats can I export the data in?
Can I schedule this to run automatically?
How is this different from just browsing LinkedIn myself?
How fresh is the data?
Is this suitable for agency or client work?
Does it extract comments on the posts?