LinkedIn Posts Search Scraper | No Login, No Cookies

LinkedIn Posts Search Scraper | No Login, No Cookies

Scrape LinkedIn posts by keyword without login credentials or cookies. Get post content, reactions, author details, media attachments, and more. Sort by relevance or date and filter by content type. Perfect for research, competitive analysis, brand monitoring, social listening and monitoring trends.

This Actor searches LinkedIn posts based on keywords and returns structured data including post text, author information, engagement stats, hashtags, and media content (images, videos, or documents).

Features

• No login required - Scrape LinkedIn posts without authentication
• Keyword search - Search for posts containing specific keywords or phrases
• Advanced filtering - Filter by date posted and content type
• Flexible sorting - Sort results by relevance or date
• Media support - Extract images, videos, and documents from posts
• Engagement metrics - Get reactions, comments, shares, and impressions
• Author details - Extract author name, headline, profile URL, and ID (supports both individuals and company profiles)
• Hashtag extraction - Automatically extract all hashtags from post text
• Pagination support - Use cursor-based pagination to fetch more results
• Structured output - Clean, normalized data ready for analysis

Input Parameters

Parameter	Type	Required	Description	Default
keyword	string	Yes	Keyword or phrase to search for. Use double quotes for exact match (e.g., "AI Agent")	-
sort_type	string	No	Sort results by relevance or date	relevance
date_filter	string	No	Filter by time: past_day, past_week, past_month	past_day
content_type	string	No	Filter by content: videos, images, live_videos, collaborative_articles, documents	-
limit	integer	No	Number of posts to scrape (max: 50)	50
cursor	string	No	Pagination cursor from previous request to get next page	-

Output Format

Each post in the dataset contains:

{
  "activity_id": "7382028286081519616",
  "post_url": "https://www.linkedin.com/posts/...",
  "text": "Post content...",
  "full_urn": "urn:li:ugcPost:7382028285402173441",
  "author": {
    "name": "Author Name",
    "headline": "Author's headline",
    "profile_id": "ACoAAADFjmQB...",
    "profile_url": "https://www.linkedin.com/in/... or /company/...",
    "image_url": null,
    "is_company": false
  },
  "stats": {
    "total_reactions": 3,
    "comments": 1,
    "shares": 0,
    "reactions": []
  },
  "posted_at": {
    "display_text": "7h",
    "date": "2025-10-09 12:24:54",
    "timestamp": 1728478494855
  },
  "hashtags": ["AIAgent", "AgenticAI", "AI"],
  "content": {
    "type": "image|video|document",
    "url": "https://...",
    "thumbnail_url": "https://...",
    "size": { "height": 720, "width": 1280 }
  },
  "is_reshare": false,
  "metadata": {
    "total_count": 478,
    "count": 50,
    "page": 1,
    "page_size": 50,
    "total_pages": 10,
    "has_next_page": true,
    "has_prev_page": false
  },
  "search_input": "AI Agent"
}

Use Cases

• Market research - Monitor industry trends and conversations
• Competitive analysis - Track competitor content and engagement
• Lead generation - Find potential leads discussing relevant topics
• Content strategy - Analyse successful content in your niche
• Brand monitoring - Track mentions and sentiment around your brand
• Influencer research - Identify thought leaders and key voices
• Academic research - Collect data for social media studies