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Linkedin Post Search Scraper (No Cookies) — LinkedIn | Lagic

Built For

Extract LinkedIn posts, comments, and reactions by keyword, author, or company without using your own account.

Curated by Lagic·Verified working

Configure Agent

Queries to search LinkedIn posts. The same query as you would use in the LinkedIn search bar.

Maximum number of posts to scrape per each search query. If you set this to 0, it will scrape all posts.

Fetch posts no older than X time. Options: '1h', '24h', 'week', 'month'.

Scrape posts up to and including this date. Format: YYYY-MM-DD.

Sort by 'relevance' or 'date'.

List of LinkedIn profile or company URLs to scrape. Example: ` will fetch posted or re-posted content by Bill Gates.

Scrape posts of profile-authors who assigned to LinkedIn Company Names of these companies. Example: `Google` will fetch posts of Google employees or ex-employees in some cases.

List of LinkedIn profile URLs of members mentioned in posts. Example: ` will fetch posts mentioning Bill Gates.

Results to deliver

200 credits

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

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

Pricing

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

Sample Data Preview

Post URL, publication date, and full text contentLinks to any images, videos, or documents included in the postEngagement counts (likes, comments, shares)Full author profile data (name, headline, company, location, work history, education, and more, depending on selected mode)List of people who reacted to each post, with links to their profilesFull text of all comments on each post, including the commenter's profile details
https://...https://...837Sample Text...https://...Value...
https://...https://...205Sample Text...https://...Value...
..................
Exports as:CSVXLSXJSON

Overview

Scrape LinkedIn posts based on keywords, authors, or companies. Collect post text, engagement data like comments and reactions, and detailed author profile information for market research or lead generation.

This tool extracts data from LinkedIn posts based on highly specific search criteria, operating without requiring you to connect your personal LinkedIn account. This is ideal for gathering business intelligence, monitoring brand mentions, or generating leads at scale without risking your own profile. ### Targeted Post Discovery You can pinpoint posts with precision. Go beyond simple keyword searches and filter by when the content was posted (from the last hour to the last year), the type of content (videos, images, documents), or the language. You can also sort results by relevance or the most recent date to get the exact data you need. ### Focus on People and Companies The real analytical depth comes from targeting specific entities. You can extract all posts from a list of specific people or company pages. More uniquely, you can find posts written by employees of certain companies (e.g., all posts from Google employees), or find any post that *mentions* a specific person or company. This is invaluable for competitive intelligence and brand monitoring. ### Deep Engagement and Author Data Beyond the post content itself, you can collect the comments and reactions associated with each post. For every person who posts or engages, you have the option to extract their profile information. Choose the "short" mode for basic details like name and headline, or the "main" mode for a comprehensive data set including their full work experience, education, skills, and more.

Key Capabilities

  • Post URL, publication date, and full text content
  • Links to any images, videos, or documents included in the post
  • Engagement counts (likes, comments, shares)
  • Full author profile data (name, headline, company, location, work history, education, and more, depending on selected mode)
  • List of people who reacted to each post, with links to their profiles
  • Full text of all comments on each post, including the commenter's profile details
  • List of companies and profiles mentioned within the post content
  • Market Research: Analyze conversations around a specific topic or product by searching for keywords and extracting the most engaged-with posts and comments.
  • Lead Generation: Find posts discussing a problem your business solves, then extract the profiles of people who reacted to or commented on those posts.
  • Competitive Intelligence: Track all public posts from employees at a competitor's company to understand their marketing focus and company culture.
  • Content Strategy: Identify the most popular posts within your industry by searching for relevant hashtags and sorting by engagement to see what content formats and topics resonate.
  • Brand Monitoring: Set up a recurring search for any posts that mention your company or key executives to stay on top of public sentiment.
  • Recruiting: Source potential candidates by finding posts from authors whose headlines or job titles contain specific keywords like 'Software Engineer' or 'Product Manager'.
  • Influencer Identification: Discover key opinion leaders in a niche by searching for relevant topics and analyzing the authors of the most-liked and most-commented-on posts.

Field Dictionary

How To Run This Extractor

1

Enter one or more search terms into the 'Search queries' field, just as you would on LinkedIn.

2

Apply filters to narrow your search, such as the post date range, content type, or author's company.

3

Enable the 'Scrape Reactions' and 'Scrape Comments' options if you need engagement data, and set limits for each.

4

Choose the level of detail for author profiles using the 'Profile Scraper Mode' ('short' for basic info, 'main' for full details).

5

Run the tool and wait for the extraction to complete.

6

Download the collected data as a CSV, Excel, or JSON file.

Frequently Asked Questions

Do I need a LinkedIn account to use this?
No. This tool operates without requiring you to provide LinkedIn cookies or log in to your account, which helps protect your profile and ensures stable operation.
What's the difference between 'short' and 'main' profile scraper modes?
Can I find posts that mention a specific person or company?
Can I extract posts from employees of a specific company?
What formats can I export the data in?
Is it legal to scrape LinkedIn post data?
How many posts can I scrape?
Can I use this for client work at my agency?
How is this different from a browser extension?
Can I schedule this tool to run automatically?