Linkedin Chat / Message scraper

Linkedin conversation scraper

Linkedin conversation Manager.

Manage your linkedin chat history and extract relevant data.

Select inbox type and filter. Extract data about chat history , last message date, who send last message, profile info and more ..

How to extract cookies from your browser

• install EditThisCookie chrome extension
• login to your account and go to your linkedin home page
• Use the extension and click "export"
• Paste the cookies in the input "cookies" from the actor

The apify documentation has a tutorial on how to do it with screenshots, https://docs.apify.com/tutorials/log-in-by-transferring-cookies#export-your-cookies go to the export your cookies section

Output

{
  "participants": [
    {
      "url": "https://www.linkedin.com/in/ACoAAADXSB8B07lQotS-UN6oykRY6i3UKpbAHio",
      "distance": "DISTANCE_3",
      "pronoun": null,
      "picture": "https://media.licdn.com/dms/image/v2/D4E03AQF0XJNUnYkuEA/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1719085317252?e=1761782400&v=beta&t=uk0g9Kx_olOnfRj7Oci97OSPNi45cvFRe48bDRATkII",
      "firstname": "Matt",
      "lastname": "Schenck",
      "headline": "EVP, Admissions",
      "entityUrn": "ACoAAADXSB8B07lQotS-UN6oykRY6i3UKpbAHio"
    },
    {
      "url": "https://www.linkedin.com/in/ACoAABi6e98BnhfuzL7uraGA7pwpJqUTn4jopfg",
      "distance": "SELF",
      "pronoun": null,
      "picture": "https://media.licdn.com/dms/image/v2/D4E03AQGHYv61mAZX1w/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1723101833828?e=1761782400&v=beta&t=RKREVA6BBXC6GQBkEcIusUw1zMySDJtUvrrq-9jnH7M",
      "firstname": "Thomas",
      "lastname": "Lopes",
      "headline": "Building tools for RevOps and GTM Engineers @saswave",
      "entityUrn": "ACoAABi6e98BnhfuzL7uraGA7pwpJqUTn4jopfg"
    }
  ],
  "status": "ACTIVE",
  "unread_count": 0,
  "last_read_at": "2025-09-27 13:02:56",
  "last_activity_at": "2025-09-26 17:17:45",
  "is_group_chat": false,
  "creator": "ACoAAADXSB8B07lQotS-UN6oykRY6i3UKpbAHio",
  "created_at": "2025-09-26 17:17:45",
  "messages": [
    {
      "content": "Hi Thomas,\nYour impressive background and career path caught our attention. I lead MBA and Executive MBA Admissions at Quantic — a modern online business school challenging top traditional MBAs.\nBased on your profile, I’d like to invite you to apply with our France Leadership Scholarship. This partial tuition award blends our mission of access in education with a commitment to empower leaders from specific talent-rich countries in our selective US-accredited MBA programs.\nhttps://quantic.edu/invite/leaders-in-france\nIf admitted, you would join over 15,000 global alumni in our flexible, 15-month degree, delivering top MBA career outcomes without the usual high cost.\nNext step? Just sign up to review scholarship details, sample courses, preview our alumni network, and start the free application before the upcoming deadline.\nBest regards,Matt SchenckEVP, AdmissionsQuantic School of Business and Technology",
      "date": "2025-09-26 17:17:45",
      "who": "her/him"
    }
  ],
  "total_messages": 1,
  "last_message_date": "2025-09-26 17:17:45",
  "last_message_content": "Hi Thomas,\nYour impressive background and career path caught our attention. I lead MBA and Executive MBA Admissions at Quantic — a modern online business school challenging top traditional MBAs.\nBased on your profile, I’d like to invite you to apply with our France Leadership Scholarship. This partial tuition award blends our mission of access in education with a commitment to empower leaders from specific talent-rich countries in our selective US-accredited MBA programs.\nhttps://quantic.edu/invite/leaders-in-france\nIf admitted, you would join over 15,000 global alumni in our flexible, 15-month degree, delivering top MBA career outcomes without the usual high cost.\nNext step? Just sign up to review scholarship details, sample courses, preview our alumni network, and start the free application before the upcoming deadline.\nBest regards,Matt SchenckEVP, AdmissionsQuantic School of Business and Technology",
  "last_message_who": "her/him",
  "days_from_today": 0
}

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