LinkedIn Post Scraper

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🔍 What does LinkedIn Post Scraper do?

The LinkedIn Post Scraper is a powerful Apify actor designed to extract detailed data from LinkedIn posts — including text, hashtags, images, videos, reactions, and engagement metrics. 🚀 Whether you’re a data analyst, recruiter, or marketer, this tool helps you gather real-time insights for trend analysis, content strategy, and competitive benchmarking.

This Apify LinkedIn Post Scraper provides full post metadata:

• 🧠 Author details (name, title, company)

• 💬 Post text and media attachments

• 📈 Reaction and comment counts

• 🔗 Post URLs for tracking or sharing

You can export all data in JSON, CSV, or Excel, and even automate workflows using the LinkedIn Post Scraper API, n8n, or Make.com. It’s the best way to scrape public LinkedIn content without coding, securely, and compliantly.

📊 What “LinkedIn Post Scraper” can I extract?

Here’s what data you can extract using this LinkedIn post scraper free version 👇

You can even extract reshared content, company posts, or job post activity — making this tool one of the best LinkedIn post scrapers available online.

⚙️ Key Features of “LinkedIn Post Scraper”

✨ The LinkedIn Post Scraper Apify actor comes with robust features designed for scale and simplicity:

• 🚀 Scrape LinkedIn posts at scale – from profiles, companies, or search URLs.

• 💡 No login or cookies required – safer than manual methods or Chrome extensions.

• 🧠 Author metadata extraction – job title, company name, and profile ID.

• 🖼️ Capture post media – extract image, video, or document URLs.

• 💬 Engagement insights – reactions, comments, reposts.

• 🧾 Flexible export formats – JSON, CSV, Excel, or HTML.

• 🤖 Automation ready – works with Apify API, n8n, Make.com, or Zapier.

• 🛡️ Compliant scraping – respects LinkedIn’s public data policy.

• 💻 Open-source friendly – inspired by top projects on LinkedIn Post Scraper GitHub.

If you’re searching for a LinkedIn Post Scraper Python, Chrome Extension, or Phantombuster alternative, this Apify actor is your all-in-one professional solution.

🪄 How to use “LinkedIn Post Scraper”

Using the LinkedIn Post Scraper is simple — even if you’ve never coded before!

Step-by-Step Guide 🧭

1. 🔑 Log in to Apify – Sign up or log in for free.

2. 🧭 Find the Actor – Search for LinkedIn Post Scraper on Apify Store.

3. ✏️ Add Input Data – Enter a LinkedIn profile URL, company URL, or search URL.

4. ⚙️ Set Parameters – Define how many posts to extract (e.g., 100–500).

5. 🚀 Run the Actor – Hit “Start” to begin scraping automatically.

6. 💾 Download Results – Export in JSON, CSV, or Excel.

💡 Bonus Tip: Connect it with LinkedIn Post Scraper API, Make.com, or n8n to automate recurring extractions daily or weekly.

🎯 Use Cases

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

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 and developers trust the Apify LinkedIn Post Scraper 👇

• 🧠 All-in-one tool – Works for profiles, companies, hashtags, or job posts.

• ⚡ Fast & scalable – Extract 10,000+ posts per run.

• 🔒 No login or cookies needed – safer than browser-based scrapers.

• 💰 Free tier available – try the LinkedIn Post Scraper free version before upgrading.

• 🧩 Integrations ready – compatible with n8n, Make, and Zapier.

• 💻 API access – fetch results programmatically through the Apify LinkedIn Post Scraper API.

• 🧠 Cross-platform – ideal for LinkedIn Post Scraper Python or GitHub automation workflows.

⚡ 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.

💡 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 LinkedIn posts?

✅ Yes — when done responsibly and ethically.

The LinkedIn Post Scraper follows LinkedIn’s public data guidelines. It collects only publicly visible content and does not access private data, messages, or user credentials.

Best Practices:

• Collect only public post data.

• Avoid scraping private profiles or restricted accounts.

• Follow data compliance frameworks like GDPR and CCPA.

• Don’t use your personal account cookies (avoid account risk).

This actor is compliant, secure, and safer than most LinkedIn Post Scraper Chrome Extensions or Phantombuster alternatives.

🧩 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"
},

❓ 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.

2️⃣ Does it work without cookies or login?

💡 Absolutely! It’s safer than cookie-based tools or browser extensions.

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

🔗 Yes! It’s compatible with LinkedIn Post Scraper n8n and Make.com automations.

4️⃣ Is it available as a Chrome Extension?

🧩 You can use it via Apify web interface, API, or even build your LinkedIn Post Scraper Chrome Extension with our API.

5️⃣ Does it support Python or GitHub automation?

💻 Yes! Use Apify API with Python scripts or your LinkedIn Post Scraper GitHub projects.

6️⃣ Can I extract job or company posts?

✅ Definitely — use it as a LinkedIn job post scraper or LinkedIn company post scraper.

7️⃣ How safe is it?

🛡️ 100% safe — no account login required, fully compliant with LinkedIn’s scraping policy.

🚀 Final Thoughts

The LinkedIn Post Scraper is the ultimate solution for data-driven professionals who want to extract, analyze, and automate LinkedIn content insights.

Whether you’re building an AI dataset, analyzing industry trends, or tracking competitor engagement, this actor delivers clean, structured data at scale — with integrations across n8n, Python, GitHub, and Apify API.

🌟 Start scraping smarter today — with the Apify LinkedIn Post Scraper that’s fast, secure, and free to try! 💪

What are other Linkedin scraping tools?

If you want to scrape specific Linkedin data, you can use any of the dedicated scrapers below for faster and more targeted results.