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Linkedin Posts Search Scraper (No Cookie) — LinkedIn | Lagic

Built For

Extract LinkedIn posts by keyword for content research and lead generation.

Curated by Lagic·Verified working

Configure Agent

List of keywords to search for in LinkedIn posts. Enter one keyword per line.

Maximum number of posts to scrape for each keyword. Minimum is 10 posts. Default is 10.

How to sort the search results.

Filter posts by publication date.

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

Post content, including the full text, attached article titles and links, and poll questions.Author information, including their full name, professional headline, profile URL, and profile picture URL.Detailed engagement metrics, including total reactions, comment counts, and share counts.A specific breakdown of reaction types for each post (e.g., number of Likes, Celebrations, Insightfuls).Post metadata, such as the direct post URL, publication date and time, and a list of all hashtags used.Information on attached media like images or videos.
https://...https://...799554https://...10095
https://...https://...856751https://...10090
..................
Exports as:CSVXLSXJSON

Overview

Scrape public LinkedIn posts based on your search keywords. Get post content, author details, and engagement stats to track industry trends, monitor brands, or find sales leads.

This tool finds and extracts data from public LinkedIn posts based on keywords you provide. It operates without needing your LinkedIn account or cookie, allowing you to gather intelligence from a neutral, logged-out perspective. It's designed for marketers, sales teams, recruiters, and researchers who need to understand what's being said on LinkedIn about specific topics, brands, or products. ### Content and Market Research Analyze what kind of content performs best for any given topic. See what hashtags are trending, what questions people are asking, and what articles are being shared. This data is invaluable for planning your own content strategy, ensuring it resonates with your target audience. ### Lead Generation and Social Selling Find potential customers by searching for posts where people discuss problems your product solves. For example, a search for "bad CRM experience" or "looking for marketing automation" can surface timely leads. You can extract the author's details, including their name, headline, and profile URL, to begin an outreach sequence. ### Brand and Competitor Monitoring Keep a pulse on your brand's reputation by tracking mentions of your company or product names. You can also monitor competitor mentions to see how they are positioning themselves, what content they're pushing, and how the audience is reacting to it. The tool provides detailed engagement metrics, including a breakdown of reaction types (Like, Celebrate, Insightful, etc.), comments, and shares.

Key Capabilities

  • ✓ Post content, including the full text, attached article titles and links, and poll questions.
  • ✓ Author information, including their full name, professional headline, profile URL, and profile picture URL.
  • ✓ Detailed engagement metrics, including total reactions, comment counts, and share counts.
  • ✓ A specific breakdown of reaction types for each post (e.g., number of Likes, Celebrations, Insightfuls).
  • ✓ Post metadata, such as the direct post URL, publication date and time, and a list of all hashtags used.
  • ✓ Information on attached media like images or videos.
  • ✓ A flag indicating if the post is a reshare of another user's content.
  • ✓ Monitor brand mentions and competitor activity by searching for specific company or product names.
  • ✓ Find sales leads by searching for keywords that signal buying intent, such as "looking for recommendations" or "need a new provider".
  • ✓ Source user-generated content and testimonials by finding public posts that praise your brand.
  • ✓ Identify trending topics and common questions in your industry to inform your content marketing strategy.
  • ✓ Discover potential candidates for recruitment by searching for posts discussing specific skills or technologies.
  • ✓ Analyze which hashtags are most frequently used and generate the most engagement for a given topic.
  • ✓ Gather public posts for sentiment analysis to understand audience perception of a brand, product, or event.

Field Dictionary

How To Run This Extractor

1

Enter one or more search keywords into the 'Search Keywords' field.

2

Specify the maximum number of posts you want to collect for each keyword.

3

Choose to sort the results by the most recent posts or by relevance.

4

Select a date filter to narrow results to the last day, week, or month.

5

Run the tool to start the search and extraction process.

6

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

Frequently Asked Questions

Do I need to connect my LinkedIn account or provide a cookie?
No, this tool operates without requiring any personal LinkedIn login credentials or session cookies.
Can I get a breakdown of reactions, like how many were 'likes' vs. 'insightful'?
Is it possible to scrape posts from a specific person's profile?
What formats can I export the data in?
Is it legal and safe to use this tool?
How many posts can I scrape per keyword?
Can I use this for client work at my agency?
How is this different from LinkedIn's built-in search?
Can I schedule this to run automatically?
How fresh is the data?
How can I filter the posts by date?
Will my search be anonymous?