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LinkedIn Profile Posts Scraper (No Cookies)⚡ — LinkedIn | Lagic

Built For

Extract posts, comments, and reactions from any public LinkedIn profile or company page without needing an account.

Curated by Lagic·Verified working

Configure Agent

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

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

Maximum number of posts to scrape per each profile or company. Default is 10. This overrides pagination. If you set this to 0, it will scrape all posts.

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

Include quote posts (shared posts with comments). By default, all posts are scraped.

Include reposts (shared posts without comments). By default, all posts are scraped.

Scrape reactions of posts.

Maximum number of reactions to scrape per post. Default is 5.

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.

Lagic Proxy

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

Full post content, including text, attached images, and videos.Author details such as name, profile URL, and current role.Engagement statistics including total likes, comments, and shares.Post metadata like the unique post URL and the exact time it was published.A list of comments with author names and full text (if enabled).A list of reactions with reaction types (e.g., 'Like', 'Celebrate') (if enabled).
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..................
Exports as:CSVXLSXJSON

Overview

Scrape posts, engagement metrics, comments, and reactions from any public LinkedIn profile or company page. Ideal for analyzing competitor content strategies or tracking brand mentions without needing cookies or a login.

This tool extracts all posted content from public LinkedIn profiles and company pages, giving you the raw data behind any organization's or individual's content strategy. The key feature is that it works without requiring you to provide a LinkedIn account or session cookies. This makes it a reliable and safe way to gather public data without putting your own account at risk or dealing with login issues. It's designed for marketers, brand managers, sales teams, and researchers who need to analyze what competitors, clients, or industry leaders are posting on LinkedIn. You can provide a list of multiple profile or company URLs and get a structured dataset containing the post content, engagement numbers (likes, comments, shares), author details, and posting times. ### Fine-Tuned Data Collection You have several options to control the data you receive. You can filter posts by a specific time window, such as the last 24 hours, week, or month, or set a specific cut-off date. You can also decide whether to include reposts and quote posts. For deeper analysis, the tool can be configured to extract the full text of comments and the types of reactions on each post, with limits to control the volume of data you receive for each.

Key Capabilities

  • ✓ Full post content, including text, attached images, and videos.
  • ✓ Author details such as name, profile URL, and current role.
  • ✓ Engagement statistics including total likes, comments, and shares.
  • ✓ Post metadata like the unique post URL and the exact time it was published.
  • ✓ A list of comments with author names and full text (if enabled).
  • ✓ A list of reactions with reaction types (e.g., 'Like', 'Celebrate') (if enabled).
  • ✓ Information on who reposted content, including their name and profile URL.
  • ✓ Analyze the content strategy of a competitor by downloading all their posts from the last year.
  • ✓ Monitor the LinkedIn activity of key executives at a target company for sales intelligence.
  • ✓ Track mentions of your brand or products by scraping posts from relevant industry influencers.
  • ✓ Build a dataset of trending topics in your industry by analyzing posts from top company pages.
  • ✓ Gather user-generated content by extracting posts where your company page is tagged.
  • ✓ Perform sentiment analysis by scraping and evaluating the comments on your company's official announcements.
  • ✓ Identify potential leads by extracting the profiles of users who engage with a competitor's posts.

Field Dictionary

How To Run This Extractor

1

Paste one or more public LinkedIn profile or company URLs into the 'Target URLs' field.

2

Use the 'Posted Limit' filter to specify how far back to search for posts (e.g., last week, last month).

3

Set the maximum number of posts you want to extract from each profile.

4

Optionally, enable the scraping of comments and reactions and set limits for each.

5

Click 'Run' to start the data extraction process.

6

Once the run is complete, preview and download your data in CSV, JSON, or Excel format.

Frequently Asked Questions

Do I need a LinkedIn account or cookies to use this?
No. This tool is specifically designed to work without requiring any personal LinkedIn account, login, or session cookies.
Can I scrape posts from a private LinkedIn profile?
What's the difference between a 'repost' and a 'quote post' in the settings?
How many profiles can I scrape at once?
Is it suitable for client work at an agency?
In what format can I download the data?
How current is the data?
Can I schedule this tool to run automatically?
How is the cost calculated?
What happens if I set the 'Maximum number of posts' to 0?