LinkedIn Profile Posts Scraper

Extract recent posts and reposts from any public LinkedIn profile URL, with full engagement metrics — likes, comments, shares, and reaction breakdowns. Export structured data as JSON, CSV, or Excel without LinkedIn login credentials or cookies.

Cookieless · Fresh data · No LinkedIn login or account risk.

No LinkedIn cookies. No browser extension. No login credentials. No session tokens. Paste a URL, click Run, get structured data.

Watch the demo

What you get

Data point	Example
Post type	Post, Repost
Full post text	The complete text content of every post
Likes count	36
Comments count	37
Shares count	6
Reaction breakdown	28 Like, 5 Interested, 2 Empathy, 1 Praise
Publish date and time	2026-03-23T16:24:00
Post URL	Direct link to the original LinkedIn post
Author info	Name, headline, profile URL, profile photo
Mentions	People and companies tagged in the post
Attachments	Images, videos, links, articles attached to the post
Repost detection	Whether the post is original content or a repost
Shared post details	Full details of the original post if it is a repost

Output example

{
  "activity_type": "Post",
  "text": "A single LinkedIn post generated 5,088 warm leads...",
  "likes": 36,
  "comments": 37,
  "shares": 6,
  "reactions": [
    { "reaction_type": "LIKE", "count": 28 },
    { "reaction_type": "INTEREST", "count": 5 },
    { "reaction_type": "EMPATHY", "count": 2 },
    { "reaction_type": "PRAISE", "count": 1 }
  ],
  "created_at": "2026-03-23T16:24:00.782Z",
  "share_url": "https://www.linkedin.com/posts/...",
  "is_repost": false,
  "author": {
    "title": "Mayank Chaba",
    "occupation": "LinkedIn post engagers to verified leads in 5 mins",
    "url": "https://linkedin.com/in/mayankchaba"
  },
  "mentions": ["Clay", "Claude", "PostLeads"],
  "attachments": [
    { "type": "Video", "url": "https://..." }
  ]
}

Download the dataset as JSON, CSV, HTML table, or Excel, or access it programmatically via the Apify API.

Input

Field	Type	Required	Description
linkedin_urls	array of strings	Yes*	One or more LinkedIn profile URLs to scrape. *Required unless the legacy linkedin_url field is provided.
linkedin_url	string	No	Legacy single-profile URL field, used only when linkedin_urls is empty.
maxPages	integer	No	Max pages to fetch per profile (default: 1). Pagination is handled automatically.
max_items	integer	No	Optional cap on total activity items per profile; 0 = no cap (default: 0).
activity_type	string	No	Which activity to fetch: posts (posts + reposts, default), comments (posts the profile commented on), reactions (posts the profile reacted to), or articles (articles the profile published).

How to scrape posts from a LinkedIn profile

1. Paste one or more LinkedIn profile URLs (e.g. https://www.linkedin.com/in/satyanadella).
2. Set maxPages to fetch more posts per profile, or cap results with max_items.
3. Click Run.
4. Download results from the dataset tab in JSON, CSV, or Excel.

No API keys. No authentication. No cookies. Just profile URLs in, post data out.

Use cases

• Marketers and content strategists — track what competitors, clients, and industry voices publish; see which content formats get the most engagement and spot trending topics before they peak.
• Sales and business development — research prospects before outreach so your first message references what they actually post and care about.
• Recruiters and talent intelligence — identify passive candidates who are actively publishing in your industry.
• Agencies and consultants — pull LinkedIn post data for client reporting, competitive benchmarks, or influencer audits without asking anyone for credentials.
• Researchers and analysts — collect LinkedIn posting data at scale for market intelligence and content trend analysis.

Pricing

$4 per 1,000 posts ($0.004 per post), plus $0.00005 per actor start. You are billed per post saved to the dataset — no monthly subscription, no per-seat fees.

Schedule weekly runs to build a longitudinal dataset of a profile's posting behavior over time.

Integrations

• API — trigger runs and fetch results programmatically
• Scheduling — daily, weekly, or custom recurring scrapes
• Webhooks — get notified when a run completes
• Make — connect to 1,000+ apps
• Zapier — automate workflows without code
• Google Sheets — pipe results directly into a spreadsheet
• MCP — use this actor as a tool inside Claude, Cursor, or any MCP-compatible AI agent

Other LinkedIn Actors by data-slayer

Actor	What it does
LinkedIn Profile Scraper	Full profile data from any LinkedIn profile URL
LinkedIn Company Scraper	Full company profile data
LinkedIn Company Posts Scraper	Recent posts from any company page
LinkedIn Post Performance Scraper	Likes, comments, shares and reaction breakdown for any post
LinkedIn Post Engagers Scraper	Everyone who engaged with a post — commenters, reactors, reposters
LinkedIn Post Comments Scraper	Every comment on a post, with commenter profiles
LinkedIn Post Reactions Scraper	Everyone who reacted to a post, with reactor profiles
LinkedIn Post Reposts Scraper	Everyone who reposted or shared a post
LinkedIn Profile Engagers Scraper	Everyone who engaged across a profile's recent posts, ranked by engagement
LinkedIn Profile Reactions Scraper	Reactions a profile left on other people's posts
LinkedIn Profile Comments Scraper	Comments a profile left on other people's posts
LinkedIn People Search (ICP)	Find people by title, seniority, function, company, location
LinkedIn Company Search (ICP)	Find companies by industry, size, location and tech stack
LinkedIn Company Employees	Employees at a company, filtered by title, seniority and function
LinkedIn Job Scraper	Full details for LinkedIn job postings
LinkedIn Job Change Tracker	People who recently changed jobs

Which LinkedIn actor should I use?

I have…	And I want…	Use
Profile URL(s)	Their recent posts & engagement	LinkedIn Profile Posts Scraper
Profile URL(s)	Full profile data	LinkedIn Profile Scraper
A profile URL	Everyone who engaged across their posts, ranked	LinkedIn Profile Engagers Scraper
A post URL	Likes, comments, shares & reaction breakdown	LinkedIn Post Performance Scraper
A post URL	Everyone who engaged (commenters + reactors + reposters)	LinkedIn Post Engagers Scraper
A post URL	Everyone who commented	LinkedIn Post Comments Scraper
A post URL	Everyone who reacted	LinkedIn Post Reactions Scraper
A post URL	Everyone who reposted	LinkedIn Post Reposts Scraper
A company URL	Recent company posts	LinkedIn Company Posts Scraper

FAQ

Do I need to provide my LinkedIn cookies or login?

No. You provide a LinkedIn profile URL. That is it. Your LinkedIn account is never involved.

Will my LinkedIn account get banned?

No. This actor never uses your LinkedIn session, so your account is never at risk. This is fundamentally different from tools that operate through your browser session.

How many profiles can I scrape?

As many as you need. You can pass multiple profile URLs in a single run. For large-scale monitoring, use Apify's scheduling to spread runs over time.

What kinds of posts does it return?

The actor returns posts and reposts published by the profile owner: full post text, engagement metrics (likes, comments, shares, reactions), media attachments, mentions, and timestamps. It does not return comments the person wrote on other people's posts or posts they reacted to — set activity_type to comments or reactions, or use the dedicated profile comments and reactions actors for that.

How far back can I get posts?

The actor returns the most recent posts from a profile. LinkedIn's public feed typically shows the last 20 to 50 posts depending on the profile's posting frequency.

How is this different from LinkedIn's official API?

LinkedIn's Marketing API and Consumer API are extremely restrictive: app approval, OAuth authentication, and limited data access. This actor gives you immediate access to public post data with zero setup.

Can I also get the people who engaged with these posts?

Yes. Pair this actor with the LinkedIn Post Performance Scraper for a deep dive on one post, or the LinkedIn Post Engagers Scraper to extract everyone who engaged with it.

What formats can I export?

JSON, CSV, Excel, HTML table, and other Apify dataset formats, plus programmatic access via the Apify API.

How much does it cost?

$0.004 per post ($4 per 1,000 posts), plus a $0.00005 actor-start fee per run.

Limits and data notes

• Use full LinkedIn profile URLs like https://www.linkedin.com/in/username for the most reliable results.
• The actor reads only public data; some fields may be missing or empty depending on the post.
• Engagement counts are a snapshot at fetch time and can change between runs.
• Very large batches depend on your Apify account limits, run timeout, and maximum charge settings.
• Only process profiles you are permitted to and use the data in compliance with applicable laws and platform terms.

Feedback and support

We actively maintain this actor and ship improvements based on user feedback. If you run into an issue or have an idea, open an issue on the Actor's Issues tab in Apify Console. Rate the actor if it helped you — it helps others find it too.

Related actors

More from the same portfolio. Apify only auto-recommends actors in the same category, so here are the rest of ours:

Actor	What it does
LinkedIn Account Intent Feed	LinkedIn workflow
LinkedIn Buying-Committee Mapper	LinkedIn workflow
LinkedIn Champion Tracker	LinkedIn workflow
LinkedIn Company Employees	LinkedIn workflow
LinkedIn Company Posts Scraper	LinkedIn workflow
LinkedIn Company Scraper	LinkedIn workflow
LinkedIn Company Search (ICP)	LinkedIn workflow
LinkedIn Competitor Content Intelligence	LinkedIn workflow
LinkedIn Competitor Hijack Leads	LinkedIn workflow
LinkedIn Engagement Audience Builder	LinkedIn workflow
LinkedIn Executive Post Monitor	LinkedIn workflow
LinkedIn Hiring Pulse	LinkedIn workflow
LinkedIn Job Change Tracker	LinkedIn workflow
LinkedIn Job Scraper	LinkedIn workflow
LinkedIn Market Map Builder	LinkedIn workflow
LinkedIn People Search (ICP)	LinkedIn workflow
LinkedIn Post Comments	LinkedIn workflow
LinkedIn Post Engagers Scraper	LinkedIn workflow
LinkedIn Post Performance Scraper	LinkedIn workflow
LinkedIn Post Reactions	LinkedIn workflow
LinkedIn Post Reposts	LinkedIn workflow
LinkedIn Profile Comments	LinkedIn workflow
LinkedIn Profile Engagers Scraper	LinkedIn workflow
LinkedIn Profile Reactions	LinkedIn workflow
LinkedIn Profile Scraper · Fresh · No Cookies	LinkedIn workflow
LinkedIn Skill Mapper	LinkedIn workflow
LinkedIn Talent Flow Mapper	LinkedIn workflow
LinkedIn Talent Mapper	LinkedIn workflow
LinkedIn Warm Path Finder	LinkedIn workflow
LinkedIn Why-Now Account Brief	LinkedIn workflow