🧠 LinkedIn profile scraper

Extract complete LinkedIn profile-level data from profile URLs including work experience, education, skills, recommendations, languages, and additional metadata. Designed for deep enrichment, recruiting intelligence, research, and advanced outreach workflows.

No login cookies required.

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📌 Data Fields Included

Field	Description
publicIdentifier	Public LinkedIn profile username (profile slug)
linkedInIdentifier	Internal LinkedIn profile identifier
memberIdentifier	Unique LinkedIn member ID
linkedInUrl	Direct LinkedIn profile URL
firstName	Member first name
lastName	Member last name
headline	Profile headline
summary	About section description
location	Profile location
followerCount	Total number of followers
premium	Indicates if the member has LinkedIn Premium
is_open_profile	Can receive messages without connection
is_creator	Creator mode enabled status
is_influencer	Influencer badge status
is_self	Indicates whether profile belongs to logged-in user
is_relationship	Relationship indicator between viewer and member
websites	Websites listed on the profile
connections_count	Total number of connections
birthdate	Birthdate (if available)
positions	Full work experience history including company, title, duration, and description
schools	Education history including institutes, degrees, and fields of study
skills	Skills listed on the profile with endorsements where available
languages	Languages listed on the profile
recommendations	Recommendations received or given on the profile
volunteering_experience	Volunteer work and associated organizations
photoUrl	Profile image URL
backgroundUrl	Cover image URL
request_type	Type of extraction request processed

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📊 Sample Output

{
    "publicIdentifier": "salman-ha***d-638****198",
    "linkedInIdentifier": "ACoAAC5u7Aw*****z1lWSxgaqWCG1uV3cRARQ",
    "memberIdentifier": "779021324",
    "linkedInUrl": "https://www.linkedin.com/in/salman-h****d-638****98",
    "firstName": "Salman",
    "lastName": "H****d",
    "headline": "Founder/CEO of Kainaat Studios, and Professor of Integrated Science & Humanities, Hampshire College, Massachusetts",
    "summary": "Salman H****d is the founder and CEO of the non-profit Kainaat Studios, that creates topical astronomy videos in Urdu for audiences in Pakistan (and broader South Asia). He is also Charles Taylor Chair and Professor of Integrated Science & Humanities at Hampshire College, Amherst, Massachusetts. He holds a Ph.D. in astronomy and is a member of the Five College Astronomy Department (FCAD), but his research is inter-disciplinary and it focuses on analyzing how science interacts with society. Science communication is still his primary focus: Salman has a YouTube Channel (Kainaat Astronomy) for Urdu videos and a weekly astronomy segment in English for a radio station (WRSI FM93.9) in Western Massachusetts. His writings have appeared in Dawn Magazine, Express Tribune, Science Magazine, NPR, and the Guardian.",
    "location": "Amherst, Massachusetts, United States",
    "followerCount": "1606",
    "premium": "FALSE",
    "is_open_profile": "FALSE",
    "is_creator": "FALSE",
    "is_influencer": "FALSE",
    "is_self": "FALSE",
    "is_relationship": "FALSE",
    "websites": "[\"https://www.kainaatstudios.com/salman-hameed\",\"https://www.youtube.com/KainaatAstronomyInUrdu\"]",
    "connections_count": "1440",
    "birthdate": "",
    "positions": "{\"positionsCount\": 3, \"positionHistory\": [{\"end\": null, \"start\": \"7/1/2005\", \"skills\": [], \"status\": \"Full-time\", \"company\": \"Hampshire College\", \"position\": \"Charles Taylor Chair and Professor of Integrated Science & Humanities\", \"company_id\": \"21340\", \"company_picture_url\": \"https://media.licdn.com/dms/image/v2/C4D0BAQFbLrZ0GjCa8Q/company-logo_200_200/company-logo_200_200/0/1631313355679?e=1780531200&v=beta&t=z9qIhdDdYfAogF7-bA7zMXfFhGy24nQu_O9O-ND37X4\", \"company_linkedin_url\": \"http://www.linkedin.com/school/hampshire-college\"}, {\"end\": null, \"start\": \"1/1/2019\", \"skills\": [], \"status\": \"Self-employed\", \"company\": \"Kainaat Studios\", \"location\": \"United States\", \"position\": \"President and CEO\", \"company_id\": \"72754179\", \"company_picture_url\": \"https://media.licdn.com/dms/image/v2/D4D0BAQHQwjPpkMadAw/company-logo_200_200/B4DZpBB8w3IkAI-/0/1762027622118/kainaat_logo?e=1780531200&v=beta&t=9V602KmM-PaCVwY7qvFjaKHCotbZdOGklky5LvFwVDw\", \"company_linkedin_url\": \"http://www.linkedin.com/company/kainaat\"}, {\"end\": null, \"start\": \"4/1/2019\", \"skills\": [], \"status\": \"Self-employed\", \"company\": \"Amherst Cinema Arts Center\", \"location\": \"United States\", \"position\": \"Board Of Directors\", \"company_id\": \"4026193\", \"company_picture_url\": \"https://media.licdn.com/dms/image/v2/C4D0BAQG4RE69Qa-Bfg/company-logo_200_200/company-logo_200_200/0/1630527737296/amherst_cinema_logo?e=1780531200&v=beta&t=ZkF_1z-pJJOjsIgXiCMZ1kYP1JnN0d3Bva4mnro9Dgc\", \"company_linkedin_url\": \"http://www.linkedin.com/company/amherst-cinema\"}]}",
    "schools": "{\"educationsCount\": 2, \"educationHistory\": [{\"end\": \"1/1/2001\", \"start\": \"1/1/1994\", \"degree\": \"Doctor of Philosophy - PhD, Astronomy\", \"school\": \"New Mexico State University\", \"school_id\": \"10188\", \"school_picture_url\": \"https://media.licdn.com/dms/image/v2/C4E0BAQGrCLDBTVSazw/company-logo_200_200/company-logo_200_200/0/1630620059876/new_mexico_state_university_logo?e=1780531200&v=beta&t=P6t0oSQxMHxI87C1eQ_Ib9YMtDA8ZPUo26mc5H6CuoQ\"}, {\"end\": \"1/1/1993\", \"start\": \"1/1/1989\", \"degree\": \"Bachelor of Science - BS, Physics and Astronomy\", \"school\": \"Stony Brook University\", \"school_id\": \"7201\", \"school_picture_url\": \"https://media.licdn.com/dms/image/v2/C4E0BAQHOeNb0KmKXYQ/company-logo_200_200/company-logo_200_200/0/1630647027307/stony_brook_university_logo?e=1780531200&v=beta&t=bCxt2h0qrNyv-2Chn2BCsGoYu8uHMYiOupRm4D4QvkQ\"}]}",
    "skills": "{\"Skills\": []}",
    "languages": "{\"Languages\": []}",
    "recommendations": "",
    "volunteering_experience": "{\"recommendationsCount\": 0, \"recommendationHistory\": []}",
    "photoUrl": "https://media.licdn.com/dms/image/v2/C4D03AQEmEDnuXjO3Rw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1574796321477?e=1780531200&v=beta&t=QcVjTqICS9u-JKEQMmQWzf5Rjqoad-F_1u5zPHFi8PY",
    "backgroundUrl": "",
    "request_type": "Social Enrichment"
  }

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💰 Pricing

LinkedIn Profile Complete Export is available on a pay-per-result basis:

On the free Apify plan, the platform caps at 50 leads one time

$5.00 per 1,000 profiles → just $0.005 per profile

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📦 Estimated Delivery Time

Volume	Delivery Time
1k – 50k profiles	within 3 hours
50k – 100k profiles	3 – 6 hours
100k – 500k profiles	within 12 hours

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🗂️ How to Use

1. Create a free Apify account
2. Provide LinkedIn profile URLs as input
3. Run the actor
4. Download structured JSON, CSV, or Excel output