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🚀 LinkedIn Scraper: Posts, Engagers, Reposts & Comments

Extract valuable LinkedIn data from profiles, companies, or specific posts.
This actor collects posts and optionally enriches them with reactions, reposts, and comments for deeper insights and lead generation.

✨ What this actor does

This actor allows you to:

• Scrape posts from:
  • 👤 LinkedIn profiles
  • 🏢 Company pages
  • 🔗 Direct post URLs
• Extract engagement data:
  • 👍 Reactions (engagers)
  • 🔁 Reposts (reshares)
  • 💬 Comments
• Run multiple targets in parallel
• Handle API failures with retries
• Stream results in real time to dataset

📥 Input

Targets

Provide one or more targets:

"targetUrls":[
"https://www.linkedin.com/in/satyanadella/",
"company:google",
"https://www.linkedin.com/posts/..."
]

Supported formats:

⚙️ Configuration

Posts

Reactions (Engagers)

Reposts (Reshares)

Comments

▶️ Example Input

{
"targetUrls":[
"https://www.linkedin.com/in/satyanadella/",
"company:google"
],
"maxPosts":5,
"scrapeReactions":true,
"maxReactions":5,
"scrapeReposts":true,
"maxReposts":5,
"scrapeComments":true,
"maxComments":5,
"commentSortOrder":"Most relevant"
}

📤 Output

The dataset contains multiple item types:

📝 Post

• content
• author
• engagement stats
• media (images, video, etc.)

👍 Reaction

• reaction type
• user info
• linked post

🔁 Repost

• reposter info
• original post reference

💬 Comment

• text
• author
• replies
• reaction counts

⚙️ How it works

1. Extract posts from each target
2. Push posts immediately
3. For each post:
   • Fetch reactions
   • Fetch reposts
   • Fetch comments
4. Push results incrementally
5. Stop automatically if limits are reached

⚡ Performance

• Parallel processing of targets
• Parallel processing of posts
• Retry mechanism with backoff
• Deduplication of results

💸 Monetization (Optional)

Supports Apify Pay Per Event:

• 1 post = 1 event
• 1 reaction = 1 event
• 1 repost = 1 event
• 1 comment = 1 event

Enable with:

$ENABLE_PPE_CHARGING=true

⚠️ Notes

• Data depends on provider API limits
• Some endpoints may return partial results
• Actor is resilient and continues on failures

🎯 Use Cases

• Lead generation (engagers & commenters)
• Social media analytics
• Influencer research
• Competitor monitoring
• Content performance analysis

💡 Pro Tips

• Start with low limits to control cost
• Use comments + reactions for richer data
• Combine multiple targets in one run
• Increase concurrency for faster results

Enjoy scraping! 🚀