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Linkedin Post Search Scraper ✅ No cookies — linkedin | Lagic

Built ForMarketing & Advertising AgenciesRecruiting & HRB2B SaaS

Extract LinkedIn posts by keyword or search URL to analyze trends and find leads.

Curated by Lagic·Verified working

Configure Agent

Paste the full LinkedIn Search URL here (e.g. )

Enter keywords to search (e.g. "hiring engineer" OR "looking for job")

Filter results by date posted (Used with Keywords)

Maximum number of posts to scrape.

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

Full text content of each postAuthor's full name and the URL to their LinkedIn profileTotal number of reactions (likes, celebrates, etc.)Total number of commentsTotal number of sharesThe exact date and time the post was published
Value...https://...32418842026-04-05
Value...https://...2837506392026-04-05
..................
Exports as:CSVXLSXJSON

Overview

Scrape LinkedIn posts using a keyword or a direct search URL. Get post content, author details, reaction counts, and comment numbers to track topics or identify influencers, all without using your own LinkedIn account.

This tool extracts data from LinkedIn posts based on your search criteria. You can provide either a specific keyword (like "hiring B2B marketer") or a pre-existing LinkedIn search URL. The key advantage is that it operates without requiring your LinkedIn cookies, protecting your personal account from any risk of being flagged or banned. ### Who is this for? This tool is built for professionals who need structured data from LinkedIn conversations: - **Marketers** can track brand mentions, analyze competitor content strategies, and identify trending topics in their industry. - **Sales Teams & Lead Generators** can find prospects who are publicly discussing a need or problem their product solves (e.g., searching for "need a new CRM"). - **Recruiters** can source candidates by searching for posts containing phrases like "looking for a new role" or specific skill sets. - **Market Researchers** can gather qualitative data on public sentiment around products, companies, or industry shifts. By exporting this data, you can move beyond manual searching and into systematic analysis. You can build a dataset of influential voices in a niche, track the engagement of a competitor's campaign, or create a targeted list of leads for your outreach.

Key Capabilities

  • ✓ Full text content of each post
  • ✓ Author's full name and the URL to their LinkedIn profile
  • ✓ Total number of reactions (likes, celebrates, etc.)
  • ✓ Total number of comments
  • ✓ Total number of shares
  • ✓ The exact date and time the post was published
  • ✓ A direct URL to the individual post
  • ✓ Links to any media (images, videos, documents) attached to the post
  • ✓ A B2B marketer tracking mentions of a competitor's new product launch over the last month.
  • ✓ A recruiter searching for posts with keywords like "open to new opportunities" and "#opentowork".
  • ✓ A sales development rep identifying potential leads who are posting about problems their product solves.
  • ✓ A content strategist analyzing top-performing posts for the hashtag `#AIinMarketing` to plan an editorial calendar.
  • ✓ A brand manager monitoring sentiment by searching for the company name and analyzing the content of recent posts.
  • ✓ A market researcher compiling data on discussions around "remote work policies" over the last 30 days.
  • ✓ An agency creating a report for a client on the most engaging topics within their target industry.

Field Dictionary

How To Run This Extractor

1

Choose your input method: a pre-built LinkedIn Search URL (Option A) or keywords (Option B).

2

If using keywords, enter your search phrase, such as "looking for a new role" or "#saas".

3

Optionally, filter keyword results by posts from the last 24 hours, week, or month.

4

Set the maximum number of posts you want to retrieve in the 'Total posts to scrape' field.

5

Run the tool to begin the extraction.

6

Download the collected post data as a structured JSON file.

Frequently Asked Questions

Do I need to know how to code to use this?
No, this tool is designed for non-technical users. You just need to provide a search URL or keywords.
What format does the data come in?
Is it safe to scrape LinkedIn? Will my account get banned?
How many posts can I scrape at once?
Can I use the data I extract for my clients?
How is this different from just searching on LinkedIn myself?
How reliable is the scraper?
Can I schedule this to run automatically?
How fresh is the data?
How much will this cost to run?
Do I need to provide both a keyword and a search URL?
What does the 'Date Posted Filter' apply to?