LinkedIn Posts Scraper - No Login Required

Scrape LinkedIn company posts without login, cookies, or authentication. Get recent posts from any company's public page.

Use with AI agents (MCP)

This actor works as a tool for AI agents through Apify's MCP server at https://mcp.apify.com: the agent passes LinkedIn company URLs or slugs and gets back one JSON item per post. For agents, set compactOutput: true to get slim items without photos and long text blobs, and keep limits small (maxPosts around 5).

Quick setup (sign in with your Apify account when asked):

• Claude (claude.ai or Claude Desktop): Settings → Connectors → Add custom connector, and paste https://mcp.apify.com?tools=artificially/linkedin-posts-scraper
• Claude Code or Cursor via the Apify CLI (latest version, apify upgrade): apify mcp install claude-code --tools artificially/linkedin-posts-scraper (use cursor instead of claude-code for Cursor)
• Any MCP client (Cursor, VS Code, Windsurf):

{
  "mcpServers": {
    "apify": { "url": "https://mcp.apify.com?tools=artificially/linkedin-posts-scraper" }
  }
}

Try asking:

• "What has Stripe posted on LinkedIn recently? Summarize the last 10 posts."
• "Get the latest LinkedIn posts from OpenAI and Anthropic with like counts."

Key Features

• No Login Required - Works without LinkedIn credentials
• No Cookies Needed - Uses public company pages only
• Rich Data - Post text, timestamps, engagement metrics
• Bulk Scraping - Process multiple companies at once

What Data You Get

Field	Description
postId	Unique post identifier
postUrl	Direct link to post
author.name	Post author (the company, or the person whose post it reposted)
author.profileUrl	Author page URL
text	Full post content
timestamp	Post date/time (ISO format)
likeCount	Number of likes/reactions
commentCount	Number of comments
repostCount	Number of reposts
mediaType	Type: none, image, video, article, document
mediaUrl	URL to media content
isRepost	true when the company reposted someone else's post
hashtags[]	Hashtags used in post
mentions[]	Mentioned users
companyName	Company name
companyId	Company identifier

Input

Field	Type	Required	Default	Description
companyUrls	array	Yes*	-	LinkedIn company page URLs
companyIds	array	Yes*	-	Company IDs (e.g., "microsoft")
maxPosts	number	No	20	Max posts per company
maxAttemptsPerCompany	number	No	6	Retries per company, each with a fresh proxy IP
residentialFallback	boolean	No	true	Switch to residential proxies for the second half of attempts
compactOutput	boolean	No	false	Save slim items with only the key fields. Recommended for AI agents

*At least one of companyUrls or companyIds is required.

Example Input

{
    "companyUrls": [
        "https://www.linkedin.com/company/microsoft",
        "https://www.linkedin.com/company/google"
    ],
    "maxPosts": 20
}

Or using company IDs:

{
    "companyIds": ["microsoft", "google", "apify"],
    "maxPosts": 15
}

Output Example

{
    "postId": "7420019953464053760",
    "postUrl": "https://www.linkedin.com/posts/microsoft_when-the-rules-change-the-best-teams-don-activity-7420019953464053760-8wre",
    "author": {
        "name": "Microsoft",
        "headline": null,
        "profileUrl": "https://www.linkedin.com/company/microsoft",
        "profilePhoto": null
    },
    "text": "When the rules change, the best teams don't just adapt, they re-architect...",
    "timestamp": "2026-01-22T08:30:14.191Z",
    "relativeTime": null,
    "likeCount": null,
    "commentCount": null,
    "repostCount": null,
    "mediaType": "none",
    "mediaUrl": null,
    "hashtags": [],
    "mentions": [],
    "companyName": "Microsoft",
    "companyUrl": "https://www.linkedin.com/company/microsoft",
    "companyId": "microsoft",
    "scrapedAt": "2026-01-23T12:00:00Z"
}

You only pay for complete results

Only real posts are saved and charged: every item must have a post ID, a post URL and actual post text or media. Login walls, blocked requests, pages LinkedIn serves without posts, and non-existent companies are retried with fresh proxy IPs and, if they still fail, skipped for free. Skipped companies are listed in the FAILED_COMPANIES record and totals in the SUMMARY record of the run's key-value store. The run also stops when it reaches your maximum cost per run.

Cost

Pay-per-result pricing with volume discounts:

Cost Type	Standard	Bronze (-10%)	Silver (-20%)	Gold (-30%)
Start fee	$0.10	$0.09	$0.08	$0.07
Per post	$0.005	$0.0045	$0.004	$0.0035

Example Cost (Standard)

• 20 posts: $0.10 + (20 x $0.005) = $0.20
• 100 posts: $0.10 + (100 x $0.005) = $0.60

Use Cases

• Competitor Analysis - Monitor competitor content strategy
• Content Research - Find what content performs well
• Brand Monitoring - Track company announcements
• Market Intelligence - Follow industry leaders
• Social Listening - Monitor company communications

How It Works

This scraper extracts posts directly from public LinkedIn company pages. It parses:

1. JSON-LD schema data embedded in the page
2. Activity feed sections
3. Embedded JSON data structures

No authentication is required because it only accesses publicly visible content.

Tips

1. Use Apify Proxy - Recommended for reliable results
2. Company pages only - This scraper works with company pages, not keyword search
3. Recent posts - Gets posts visible on the company's public page

Legal Notice

This scraper only accesses publicly available data. Users are responsible for ensuring their use complies with applicable laws and LinkedIn's terms of service.

Support

• Built by: Artificially
• Issues: Report bugs via Apify Console

Related actors

• LinkedIn Profile Scraper - Full public profiles: headline, experience, education, skills and languages.
• LinkedIn Company Scraper - Company pages: website, industry, size, headquarters, specialties and funding.
• LinkedIn Company Employees Scraper - Employees featured on a company page with name, title, location and profile URL.
• LinkedIn Jobs Scraper - Job listings by keyword and location with job type, seniority, date and remote filters.