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from $2.50 / 1,000 results

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LinkedIn Profile Scraper ( no cookies )

Try for free

Scrapes public LinkedIn profiles. Provide a list of URLs and get structured profile data — name, headline, location, experience, education, and recent activity.

Pricing

from $2.50 / 1,000 results

Rating

0.0

(0)

Developer

Mina

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Categories

Lead generation

Automation

LinkedIn profile URLs

profile_urls

Optional

List of LinkedIn profile URLs to scrape, e.g. https://www.linkedin.com/in/williamhgates/

Type:array

LinkedIn session cookie (optional)

li_at_cookie

Optional

Optional session cookie used as a fallback for profiles that aren't publicly visible. Leave blank to scrape public profiles only. Treat as a secret.

Type:string

Proxy countries (comma-separated)

proxy_country

Optional

Two-letter country code(s) for Apify residential proxy. Comma-separate to rotate across countries per retry (e.g. "US,GB,DE,CA,FR") — spreads IP-pool load and reduces 999/404 rates. A single value (e.g. "US") pins all retries to one country.

Type:string

Default:US,GB,DE,CA,FR

Max concurrent requests

max_concurrency

Optional

Profiles fetched in parallel. Every attempt uses a fresh proxy IP, so 3-5 is safe and much faster for long lists.

Type:integer

Minimum:1

Maximum:20

Default:3

Include raw og:* meta and JSON-LD in output

include_raw

Optional

Off by default. Turn on for debugging or to access fields not yet surfaced as structured properties.

Type:boolean

Default:false

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Scrape public LinkedIn profiles by URL or username, no login or cookies. Get full work history with job titles, education, complete skills, certifications, languages, projects and honors as JSON, plus optional recent posts with comments. Only retrieved profiles are charged.

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For just $3 per 1,000 profiles, LinkedIn Profile with Email & Company Data and get complete lead information, including verified emails, using their username, URL, or URN. This advanced scraper integrates with tools like Apollo, Hunter, Lusha etc. to ensure accurate and up-to-date email data.

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(no cookies need) Extract In Bulk comprehensive LinkedIn profile data including work experience, education history, certifications, and location details. Get structured information from any public LinkedIn profile using their username.

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bestscrapers/fresh-linkedin-profile-data

The **Fresh LinkedIn Profile Data Scraper** is a powerful tool designed to extract detailed profile information from public LinkedIn URLs — without the need for cookies or login.