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from $5.00 / 1,000 results

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LinkedIn Profile Scraper Pro

Try for free

Extract LinkedIn profile data including name, headline, experience, education, skills, followers, and recent articles. Works with public profiles and authenticated sessions.

Pricing

from $5.00 / 1,000 results

Rating

5.0

(14)

Developer

Crawler Bros

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Input

Field	Type	Required	Description
`profileUrls`	string[]	Yes	LinkedIn profile URLs or usernames
`cookie`	string	No	Your LinkedIn `li_at` session cookie. Required for regular profiles.

Supported profile formats

https://www.linkedin.com/in/williamhgates
linkedin.com/in/williamhgates
in/williamhgates
williamhgates (username only)

Log in to LinkedIn in your browser
Open DevTools (F12)
Go to Application > Cookies > https://www.linkedin.com
Find the cookie named li_at and copy its Value
Paste it into the cookie input field

The cookie typically lasts several months before expiring.

Example input

{
  "profileUrls": [
    "https://www.linkedin.com/in/williamhgates",
    "satyanadella"
  ],
  "cookie": "AQEDAT..."
}

Note: Without a cookie, only public/influencer profiles (e.g. Bill Gates, Satya Nadella) will return data. Regular profiles require a valid li_at cookie.

Output

Each row in the dataset represents one LinkedIn profile.

Profile fields

Field	Type	Example
`name`	string	`"Bill Gates"`
`headline`	string	`"Co-chair at Bill & Melinda Gates Foundation"`
`location`	string	`"Seattle, Washington, United States"`
`summary`	string	Profile description text
`profileUrl`	string	`"https://www.linkedin.com/in/williamhgates"`
`profilePicture`	string	Profile photo URL
`currentTitle`	string	`"Co-chair"`
`allTitles`	string[]	All job titles
`currentPositions`	object[]	Current work positions
`pastPositions`	object[]	Past work positions
`education`	object[]	Education history
`followersCount`	integer	`36000000`
`recentArticles`	object[]	Recent posts/articles
`inputUrl`	string	Original input URL
`order`	integer	`0`
`scrapedAt`	string	ISO timestamp

Position fields

Field	Type
`company`	string
`companyUrl`	string
`startDate`	string
`endDate`	string
`location`	string

Education fields

Field	Type
`school`	string
`schoolUrl`	string
`startDate`	string
`endDate`	string

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