Linkedin Posts Reactions

LinkedIn Posts Reactions Scraper

Extract linkedin profiles who like, share, mention, comments on a LinkedIn posts

Collect profile title, fullname, direct url

How to provide cookie session ?

• install "Copy Cookies" chrome extension
• login to your account and go to your linkedin home page
• Use the extension (clicking will copy cookies)
• Paste the cookies in the input "cookies" from the actor

Features

👍 Extract post reactions (Like, Celebrate, Support, Love, Insightful, Curious)

💬 Extract comments metadata (author, date, content when available)

👤 Identify user profiles who interacted with the post

🧾 Retrieve LinkedIn profile URLs and internal member IDs

🧑‍💼 Extract job titles and display names

🔗 Capture comment & post references

🕒 Timestamped interaction data

📦 Clean, structured JSON output

🔐 Authenticated scraping via LinkedIn cookies

Use Cases

📊 Engagement analysis for LinkedIn posts

📢 Campaign performance tracking

🧠 Audience & community insights

🕵️ Influencer and thought leader analysis

🎯 Lead discovery from post interactions

🤖 CRM enrichment & social selling workflows

📈 Content strategy optimization

🧾 Archiving engagement history

OUTPUT

{
  "comment_date": "",
  "interaction_type": "like",
  "full_name": "Ling-Ling Y.",
  "title": "Product Owner / Senior Digital Projects Manager",
  "linkedin": "https://www.linkedin.com/in/ACoAAAGP8eYBqdoonp79jleBqKdZ79i-Wy9pQNg",
  "li_member_id": "",
  "fsd_profile_id": "ACoAAAGP8eYBqdoonp79jleBqKdZ79i-Wy9pQNg",
  "comment_link": "",
  "text": "",
  "ref": "https://www.linkedin.com/posts/tukanebaribade_mon-dernier-quarter-s%C3%A9tend-jusquau-q1-2026-ugcPost-7411829576646942720-LLVn",
  "ref_type": "post",
  "like": true,
  "comment": false
}

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