LinkedIn Posts Scraper

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Extract LinkedIn posts by URL, or discover all posts from any public company page or person profile — no login required.

What you get

• Full post text and original post text (plain text and HTML)
• Engagement metrics: likes and comments
• Author details: user ID, profile URL, follower count, account type
• Media: image URLs, video URLs, video thumbnail, and duration
• Repost data: original author, text, and date when the post is a reshare
• Tagged companies and people
• Post type (post, repost, article) and date posted
• Document attachments: cover image and page count

Use cases

• Competitor content monitoring — track what companies are posting and when
• Influencer research — analyze post frequency, engagement, and topic focus
• Lead generation — find active professionals posting about specific topics
• Brand sentiment and share-of-voice analysis
• Training datasets for content classification and NLP models

How to use

Choose one of three modes:

Collect by post URL

Scrape specific posts you already have URLs for.

1. Set Mode to Collect by post URL
2. Paste LinkedIn post URLs into URLs
3. Run — one record per post

Discover by company URL

Fetch all recent posts from a LinkedIn company page.

1. Set Mode to Discover by company URL
2. Enter one or more LinkedIn company URLs (e.g. https://www.linkedin.com/company/apple)
3. Optionally set Start Date and End Date to filter by time range
4. Run — returns all matching posts for each company

Discover by person profile URL

Fetch all recent posts from a LinkedIn person's profile.

1. Set Mode to Discover by person profile URL
2. Enter one or more LinkedIn profile URLs (e.g. https://www.linkedin.com/in/bettywliu)
3. Optionally set Start Date, End Date, and toggle Only Authored Posts to exclude reshares
4. Run — returns all matching posts for each profile

Maximum 20 URLs per run. Use Max Items to cap results per run.

Output format

Each dataset record:

{
"url":"https://www.linkedin.com/posts/orlenchner_scrapecon-activity-7180537307521769472-oSYN",
"id":"7180537307521769472",
"userId":"orlenchner",
"profileUrl":"https://www.linkedin.com/in/orlenchner",
"postText":"Full post text...",
"originalPostText":"Full post text...",
"datePosted":"2024-03-21T15:32:33.770Z",
"hashtags":["#data","#scraping"],
"embeddedLinks":["https://..."],
"images":["https://media.licdn.com/..."],
"videos":null,
"numLikes":84,
"numComments":12,
"userFollowers":4304,
"userPosts":28,
"userArticles":0,
"postType":"post",
"accountType":"Person",
"repost":null,
"taggedCompanies":[],
"taggedPeople":[],
"userTitle":"CEO at Bright Data",
"authorProfilePic":"https://media.licdn.com/...",
"numConnections":null,
"videoDuration":null,
"videoThumbnail":null,
"documentCoverImage":null,
"documentPageCount":null
}

Related LinkedIn actors

Part of a complete LinkedIn toolkit — explore the rest of the suite:

• LinkedIn Profile Scraper — Profile data — work history, education, skills
• LinkedIn Company Scraper — Company page data — followers, funding, locations
• LinkedIn Company Employees Scraper — Employees from any company page for lead gen
• LinkedIn People Search — Find people by name with headline and location
• LinkedIn Job Listings Scraper — Job details by URL — title, company, salary
• LinkedIn Job Search — Search jobs by keyword and location
• LinkedIn MCP Server — All LinkedIn tools for AI agents via MCP