Linkedin Post Scraper

🔍 What does LinkedIn Post Scraper do?

The LinkedIn Post Scraper is a powerful Apify actor and advanced LinkedIn Scraper designed to scrape LinkedIn posts, including LinkedIn Profile posts and LinkedIn Company Posts, with structured and reliable data extraction. It functions as a complete LinkedIn post scraping tool and LinkedIn content scraper, enabling users to extract text, hashtags, images, videos, reactions, and detailed engagement metrics in bulk. 🚀

Whether you need a LinkedIn post extractor, LinkedIn data scraper, or automated LinkedIn post data extraction tool, this solution helps analysts, recruiters, and marketers collect real-time insights for trend analysis, content monitoring, lead generation, and competitive benchmarking.

This LinkedIn Post Scraper API also supports bulk LinkedIn post scraping and automated LinkedIn scraping, making it ideal for teams that want to scrape LinkedIn posts automatically at scale without manual work.

🛠️ Support and Feedback

• 🐞 Bug reports: Open a ticket in the repository Issues section
• ✨ Custom solutions or feature requests: Contact our team 📧 Email: dev.scraperengine@gmail.com

📊 What “LinkedIn Post Scraper” can I extract?

Using this LinkedIn Post Scraper, LinkedIn Scraper, and advanced LinkedIn post scraping tool, you can scrape LinkedIn posts and extract structured post-level data from both personal profiles and company pages. This LinkedIn post extractor supports bulk LinkedIn post scraping and automated LinkedIn scraping, making it suitable for marketers, analysts, recruiters, and sales teams.

Here’s what data you can extract using this LinkedIn post scraper free version and scalable LinkedIn Post Scraper API 👇

🧩 Data Type	📘 Description	💡 Example
Post Text	The full text content of each post	“Excited to share our latest project 🚀”
Author Info	Name, title, company, profile URL	“John Doe – CEO at TechCorp”
Reactions & Likes	Total and type-based counts	Likes: 215, Comments: 32
Images & Media URLs	All images or videos in posts	https://media.licdn.com/dms/image/...
Post Date & URL	Published date and shareable URL	“2025-08-15 / linkedin.com/posts/johndoe”
Comments Count	Number of comments per post	14
Shares / Reposts	Repost and engagement stats	5 shares
Post Type	Text, image, video, article, document	video

You can also scrape LinkedIn company posts, extract reshared content, monitor job post activity, and export LinkedIn post data in structured formats. With support for scrape LinkedIn posts automatically, this solution works as both a LinkedIn automation tool and scalable LinkedIn scraping platform, making it one of the most complete LinkedIn post scrapers available online.

⚙️ Key Features of LinkedIn Profile and Company Post Scraper

✨ The LinkedIn Profile and Company Post Scraper is a scalable LinkedIn Post Scraper and advanced LinkedIn Scraper built for structured LinkedIn post data extraction with simplicity and automation in mind.

• 🚀 Scrape LinkedIn posts at scale – perform bulk LinkedIn post scraping from personal profiles, company pages, or search URLs using this powerful LinkedIn post scraping tool.
• 💡 No login or cookies required – supports secure LinkedIn scraping without login, safer than manual scraping, browser extensions, or unstable bots.
• 🧠 Author metadata extraction – collect structured data using a professional LinkedIn post extractor, including job title, company name, and profile ID.
• 🖼️ Capture post media – retrieve image, video, and document URLs with this reliable LinkedIn content scraper and LinkedIn post crawler.
• 💬 Engagement insights – extract reactions, comments, reposts, and interaction metrics through advanced LinkedIn engagement scraper functionality.
• 🧾 Flexible export formats – export LinkedIn post data in JSON, CSV, Excel, or HTML via this enterprise-ready LinkedIn scraping software.
• 🤖 Automation ready – supports automated LinkedIn scraping, integrates with the LinkedIn Post Scraper API, and connects easily to n8n, Make.com, or Zapier for scrape LinkedIn posts automatically workflows.
• 🛡️ Compliant scraping approach – built for responsible LinkedIn public data scraping aligned with publicly accessible content standards.
• 💻 Developer friendly – ideal for users searching for LinkedIn Post Scraper Python, LinkedIn scraper GitHub projects, or scalable LinkedIn scraping platform solutions.

If you're comparing tools like a LinkedIn Chrome Extension scraper, Phantombuster alternative, or lightweight scripts, this all-in-one LinkedIn automation tool provides structured, scalable, and professional LinkedIn post scraping capabilities without custom infrastructure.

🪄 How to use Bulk LinkedIn Post Scraper

Using the Bulk LinkedIn Post Scraper, advanced LinkedIn Post Scraper, and scalable LinkedIn Scraper is simple, even if you have never written code. This LinkedIn post scraping tool is built for both manual users and teams that need automated LinkedIn scraping.

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Step-by-Step Guide 🧭

1. 🔑 Log in to Apify: Sign up or log in to access the LinkedIn scraping platform and run the professional LinkedIn post extractor.
2. 🧭 Find the Actor: Search for LinkedIn Post Scraper in the Apify Store to access the full-featured LinkedIn content scraper.
3. ✏️ Add Input Data: Enter a LinkedIn profile URL, company page URL, or search URL to scrape LinkedIn posts from personal or business accounts using this LinkedIn profile and company post scraper.
4. ⚙️ Set Parameters: Define how many posts to extract for bulk LinkedIn post scraping, such as 100 to 500 posts per run. This enables structured LinkedIn post data extraction at scale.
5. 🚀 Run the Actor: Click Start to scrape LinkedIn posts automatically using secure LinkedIn scraping automation without manual intervention.
6. 💾 Download Results: After the run completes, export LinkedIn post data in JSON, CSV, or Excel format through this enterprise-ready LinkedIn scraping software.

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💡 Bonus Tip
Connect the LinkedIn Post Scraper API with Make.com, n8n, or Zapier to schedule automated LinkedIn scraping, enabling recurring bulk LinkedIn data extraction daily or weekly without logging in each time.

🎯 Use Cases

The LinkedIn Post Scraper serves multiple industries and roles — from marketing to research.

💼 Use Case	📊 Benefit
Market Research	Analyze trends, keywords, and engagement strategies.
Recruitment	Find active job seekers or potential hires via posts.
Content Analysis	Identify top-performing post formats and hashtags.
Competitor Benchmarking	Compare your brand’s visibility with others.
Lead Generation	Discover decision-makers and industry discussions.
Academic Research	Collect social data for behavioral and media studies.

Whether you’re running a LinkedIn job post scraper, company post scraper, or profile post extractor, this actor adapts seamlessly.

🌟 Why choose us?

Here’s why professionals, growth teams, and developers trust this advanced LinkedIn Post Scraper and enterprise-grade LinkedIn Scraper 👇

• 🧠 All-in-one LinkedIn scraping solution – A complete LinkedIn profile and company post scraper that allows you to scrape LinkedIn posts from profiles, company pages, hashtags, and job posts using one scalable LinkedIn post scraping tool.

• ⚡ Fast and scalable performance – Built for bulk LinkedIn post scraping and high-volume LinkedIn data extraction, enabling you to extract 10,000+ posts per run with stable LinkedIn scraping automation.

• 🔒 No login or cookies required – Supports secure LinkedIn scraping without login, making it safer than browser extensions, Chrome-based bots, or unstable scripts.

• 💰 Free tier available – Test the LinkedIn Post Scraper free version before upgrading to advanced automated LinkedIn scraping workflows.

• 🧩 Automation and integrations ready – Works seamlessly with n8n, Make, Zapier, and other tools via the powerful LinkedIn Post Scraper API, enabling you to scrape LinkedIn posts automatically on scheduled runs.

• 💻 Full API access – Retrieve structured results programmatically through the enterprise-ready Apify LinkedIn Post Scraper API, ideal for scalable LinkedIn scraping software implementations.

• 🧠 Developer and automation friendly – Perfect for users searching for LinkedIn Post Scraper Python, LinkedIn scraper GitHub projects, or robust LinkedIn scraping platform solutions for internal data pipelines.

⚡ How many results can you scrape?

You can scrape anywhere between 100 to 10,000+ LinkedIn posts per run, depending on your input and plan.

📋 Plan	⏱️ Speed	📊 Post Limit	💰 Cost
Free Plan	Moderate	1,000 posts	$0
Starter Plan	Fast	10,000 posts	~$5/month
Business Plan	Very fast, parallel runs	50,000+	Custom

💡 The scraper supports automatic pagination, so you can easily extract multiple pages of results — ideal for LinkedIn company post scrapers or content research workflows.

⚖️ Is it legal to scrape Bulk LinkedIn posts?

Yes — when done responsibly and ethically using a compliant LinkedIn Post Scraper and professional LinkedIn Scraper.

This LinkedIn post scraping tool follows LinkedIn’s public data guidelines. It is designed for responsible LinkedIn public data scraping and collects only publicly visible content. It does not access private profiles, messages, login credentials, or restricted account information.

The LinkedIn Post Scraper API enables structured LinkedIn post data extraction while supporting secure and compliant automated LinkedIn scraping workflows.

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✔ Best Practices for Responsible LinkedIn Scraping

• Collect only public post data using a compliant LinkedIn content scraper.

• Avoid scraping private profiles or restricted accounts.

• Follow data compliance frameworks such as GDPR and CCPA when performing bulk LinkedIn data extraction.

• Do not use personal account cookies or session tokens when running LinkedIn scraping automation.

• Use professional LinkedIn scraping software instead of unsafe browser scripts.

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This enterprise-grade LinkedIn Post Scraper is built for secure bulk LinkedIn post scraping and is safer than most LinkedIn Post Scraper Chrome Extensions, lightweight bots, or common Phantombuster alternatives.

If you need compliant infrastructure to scrape LinkedIn posts automatically without exposing your account, this solution provides structured, automation-ready LinkedIn scraping platform capabilities.

🧩 Input Parameters

Example JSON Input

{
  "max_posts": 100,
  "urls": [
    "https://www.linkedin.com/company/Google"
  ]
}

📦 Output Format

Example JSON Output

{
  "urn": "urn:li:activity:7417951792447029248",
  "text": "Prepare for your non-technical interviews by learning how to highlight your unique experiences and leadership skills. For a complete guide to our application process, visit our How We Hire page → https://goo.gle/3KCZhoX ",
  "url": "https://www.linkedin.com/posts/google_prepare-for-your-non-technical-interviews-activity-7417951792447029248-TBOG",
  "postedAtTimestamp": 1768577526184,
  "postedAtISO": "2026-01-16T15:32:06.184000Z",
  "timeSincePosted": "2d",
  "isRepost": false,
  "authorType": "Company",
  "authorProfileUrl": "https://www.linkedin.com/company/Google",
  "authorProfileId": "330649",
  "authorHeadline": "A problem isn't truly solved until it's solved for all. Googlers build products that help create opportunities for everyone, whether down the street or across the globe. Bring your insight, imagination and a healthy disregard for the impossible. Bring everything that makes you unique. Together, we can build for everyone.\n\nCheck out our career opportunities at goo.gle/3DLEokh",
  "authorFullName": "Google",
  "image": "https://media.licdn.com/dms/image/v2/D5622AQG0MqubGR4tmg/feedshare-shrink_1280/B56ZvDCk14KIAo-/0/1768503791300?e=2147483647&v=beta&t=8z-C260e47iThxPLUQj3t10BOTA-sAZGVsg27xb_UQw",
  "type": "image",
  "images": [
    "https://media.licdn.com/dms/image/v2/D5622AQG0MqubGR4tmg/feedshare-shrink_1280/B56ZvDCk14KIAo-/0/1768503791300?e=2147483647&v=beta&t=8z-C260e47iThxPLUQj3t10BOTA-sAZGVsg27xb_UQw",
    "https://media.licdn.com/dms/image/v2/D5622AQHN9f22RkxSDQ/feedshare-shrink_1280/B56Zu9VXv5HcAs-/0/1768408061566?e=2147483647&v=beta&t=ddlYBIlgEUCLwT-iwX8nZwSAPcBOSDx_6kSDElDFfR4",
    "https://media.licdn.com/dms/image/v2/D4E22AQER85o3L9ndqw/feedshare-shrink_800/B4EZu4UjP3HoAo-/0/1768323955411?e=2147483647&v=beta&t=mB-3-lF1nZv_J7wW_wwSB_7RqMaubh2FrsvNLSSN-FY",
    "https://media.licdn.com/dms/image/v2/D5622AQGQUrWm3YK_OQ/feedshare-shrink_800/B56ZuzIaZTHMAg-/0/1768236886939?e=2147483647&v=beta&t=XbWCLhG694RUBXGFRqrBpy3N1OAgbQ0nU55aMBg-yB0",
    "https://media.licdn.com/dms/image/sync/v2/D4D38AQEBhp9ch_ZyPA/crunchbase_investor_logo_100/B4DZqeuLX8GwAM-/0/1763599497115?e=1769432400&v=beta&t=26hL5kj8SYM65kxMqoCH7tYaa0YdxCuIevz1XgwEmd4"
  ],
  "author": {
    "firstName": null,
    "lastName": null,
    "occupation": "A problem isn't truly solved until it's solved for all. Googlers build products that help create opportunities for everyone, whether down the street or across the globe. Bring your insight, imagination and a healthy disregard for the impossible. Bring everything that makes you unique. Together, we can build for everyone.\n\nCheck out our career opportunities at goo.gle/3DLEokh",
    "id": "330649",
    "publicId": "Google",
    "trackingId": "mwmhV/ObS4PMzwP4ihJz/A",
    "profileId": "330649",
    "picture": "https://media.licdn.com/dms/image/v2/D4E0BAQGv3cqOuUMY7g/company-logo_200_200/B4EZmhegXHGcAM-/0/1759350753990/google_logo?e=2147483647&v=beta&t=Hzaw0d0Yz1Yi-_mDuQ6JQo-Ph41AG50Z8pWjyaeTI0k",
    "backgroundImage": ""
  },
  "authorName": "Google",
  "authorTitle": "A problem isn't truly solved until it's solved for all. Googlers build products that help create opportunities for everyone, whether down the street or across the globe. Bring your insight, imagination and a healthy disregard for the impossible. Bring everything that makes you unique. Together, we can build for everyone.\n\nCheck out our career opportunities at goo.gle/3DLEokh",
  "attributes": [],
  "comments": [
    {
      "time": 1768826796536,
      "link": "https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fgoogle&trk=organization_guest_main-feed-card_social-actions-comments",
      "text": "Find people you know at Google",
      "entities": [],
      "pinned": false,
      "originalLanguage": "English",
      "author": {
        "firstName": "",
        "lastName": "",
        "occupation": "",
        "id": "commenter-8f1232cbe0f2",
        "publicId": "unknown",
        "trackingId": "LeRcReIL3H5w3JBdAWyLBQ",
        "profileId": "commenter-8f1232cbe0f2",
        "picture": "",
        "backgroundImage": "",
        "distance": "OUT_OF_NETWORK"
      }
    },
    {
      "time": 1768826796549,
      "link": "https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fcompany%2Fgoogle&trk=organization_guest_main-feed-card_social-actions-comments",
      "text": "Find people you know at Google",
      "entities": [],
      "pinned": false,
      "originalLanguage": "English",
      "author": {
        "firstName": "",
        "lastName": "",
        "occupation": "",
        "id": "commenter-8f1232cbe0f2",
        "publicId": "unknown",
        "trackingId": "HaaiEAyQfPtsHa0tV35MdQ",
        "profileId": "commenter-8f1232cbe0f2",
        "picture": "",
        "backgroundImage": "",
        "distance": "OUT_OF_NETWORK"
      }
    },
    {
      "time": 1768826796588,
      "link": "https://www.linkedin.com/feed/update/urn:li:activity:7417951792447029248",
      "text": "Language",
      "entities": [],
      "pinned": false,
      "originalLanguage": "English",
      "author": {
        "firstName": "",
        "lastName": "",
        "occupation": "",
        "id": "commenter-4994a8ffeba4",
        "publicId": "unknown",
        "trackingId": "tw+BYTk+HM7dxcbLg+KFxQ",
        "profileId": "commenter-4994a8ffeba4",
        "picture": "",
        "backgroundImage": "",
        "distance": "OUT_OF_NETWORK"
      }
    }
  ],
  "reactions": [],
  "numShares": 0,
  "numLikes": 639,
  "numComments": 45,
  "commentsTruncated": true,
  "commentsComplete": false,
  "reactionsTruncated": true,
  "canReact": true,
  "canPostComments": true,
  "canShare": true,
  "commentingDisabled": false,
  "allowedCommentersScope": "ALL",
  "rootShare": true,
  "shareAudience": "PUBLIC"
},

🔗 What other LinkedIn scraping tools are there?

If you want to scrape specific LinkedIn data, you can use any of the dedicated scrapers below for faster and more targeted results.
Just enter profile URLs, company links, job search queries, or post URLs and start scraping instantly.

📄 LinkedIn Profile Post Scraper	⚡ LinkedIn Profile Scraper (Cheapest + Fastest)
🏢 LinkedIn Company Profile Scraper	📄 LinkedIn Company About Scraper
👥 LinkedIn Company Employees Scraper	💼 LinkedIn Search Jobs Scraper
📢 LinkedIn Ads Scraper	📋 LinkedIn Jobs Scraper
📰 LinkedIn Company Post Scraper	📧 LinkedIn Profile Email Scraper
📨 LinkedIn Email Scraper	📞 LinkedIn Phone Number Scraper
☎️ LinkedIn Profile Phone Number Scraper	🔓 LinkedIn Open Profile Status
👍 LinkedIn Post Reactions Scraper	📊 LinkedIn Profile and Company Posts Scraper

❓ FAQ

1️⃣ Is LinkedIn Post Scraper free?

✅ Yes. You can use the LinkedIn Post Scraper free tier for up to 1,000 posts per month. This makes it ideal for testing LinkedIn post data extraction before scaling to bulk LinkedIn post scraping.

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2️⃣ Does it work without cookies or login?

💡 Yes. This professional LinkedIn Scraper supports secure LinkedIn scraping without login, making it safer than cookie-based bots, browser tools, or unstable scripts.

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3️⃣ Can I integrate it with n8n or Make.com?

🔗 Yes. The LinkedIn Post Scraper API supports automated LinkedIn scraping and integrates with LinkedIn Post Scraper n8n, Make.com, Zapier, and other workflow systems to scrape LinkedIn posts automatically.

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4️⃣ Is it available as a Chrome Extension?

🧩 You can use the web interface or API directly. If needed, you can build your own LinkedIn Post Scraper Chrome Extension using the scalable LinkedIn scraping platform and API access.

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5️⃣ Does it support Python or GitHub automation?

💻 Yes. It works perfectly for LinkedIn Post Scraper Python workflows and custom LinkedIn scraper GitHub projects using the enterprise-ready LinkedIn scraping software infrastructure.

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6️⃣ Can I extract job or company posts?

✅ Absolutely. Use it as a LinkedIn job post scraper, LinkedIn company post scraper, or advanced LinkedIn profile and company post scraper to perform structured LinkedIn content scraping.

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7️⃣ How safe is it?

🛡️ This compliant LinkedIn Post Scraper is built for responsible LinkedIn public data scraping. It does not require account login and supports secure LinkedIn scraping automation aligned with public content access guidelines.

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🚀 Final Thoughts

The LinkedIn Post Scraper is a complete LinkedIn Scraper built for professionals who need structured LinkedIn post data extraction, scalable bulk LinkedIn data extraction, and reliable automated LinkedIn scraping.

Whether you are building AI datasets, monitoring industry trends, tracking engagement, or performing competitive analysis, this LinkedIn post scraping tool enables you to scrape LinkedIn posts at scale with clean and export-ready data.

With support for LinkedIn Post Scraper API, n8n, Make.com, Python scripts, and LinkedIn scraper GitHub automation, it functions as a full-featured LinkedIn automation tool and enterprise-grade LinkedIn scraping platform.

🌟 Start using this secure and scalable Apify LinkedIn Post Scraper today and export LinkedIn post data efficiently with automation-ready infrastructure.