Pricing

$0.50 / 1,000 profiles

Try for free

Go to Apify Store

LinkedIn Profile Scraper (No Cookies, No Login)

Try for free

Extract public LinkedIn profile data from profile URLs, with no account, cookies or login. Get name, headline, location, about, experience with titles and dates, education, languages, followers, connections, badges, recent posts and articles. $1 per 2,000 profiles found; not found is free.

Pricing

$0.50 / 1,000 profiles

Rating

0.0

(0)

Developer

ProfileHunt

Actor stats

Bookmarked

Total users

Monthly active users

10 days ago

Last modified

LinkedIn Profile Scraper – Public Data, No Login API through CLI

The Apify CLI is the official tool that allows you to use LinkedIn Profile Scraper (No Cookies, No Login) locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

LinkedIn Profile Scraper (No Cookies, No Login) API in Python

LinkedIn Profile Scraper (No Cookies, No Login) API in JavaScript

LinkedIn Profile Scraper (No Cookies, No Login) OpenAPI definition

LinkedIn Profile Scraper (No Cookies, No Login) API

LinkedIn Profile Scraper + Email (No Cookies)

harvestapi/linkedin-profile-scraper

Extract detailed information from LinkedIn profiles in bulk, including complete work experience, education history, skills and more. No cookies or account required.

HarvestAPI

93K

4.6

(93)

LinkedIn Profile Scraper — No Cookies

lergassy/linkedin-profile-scraper

[$3/1K profiles] LinkedIn profiles without login or cookies: name, headline, current title and company, location, about, followers, connections, full experience with dates, education, website, latest posts. Missing and private profiles are free. No account at risk.

Matvey

194

5.0

(4)

LinkedIn Company Details Scraper (No Cookies)

harvestapi/linkedin-company

Extract detailed information from LinkedIn Companies such as company name, address, phone numbers, website, employee count, and more. Find LinkedIn company URLs by name in Bulk. No cookies or account required.

HarvestAPI

32K

4.9

(30)

LinkedIn Profile Posts Scraper (No Cookies)

harvestapi/linkedin-profile-posts

Extract posts from LinkedIn profiles, including content, media, engagement, reactions, comments, and more. No cookies or account required.

HarvestAPI

47K

4.4

(55)

Linkedin Open Profile Status

freshdata/linkedin-open-profile-status

Accurately detects whether a LinkedIn profile is open to receiving InMail messages (i.e., Open Profile status: true or false).

FreshData

608

5.0

(1)

LinkedIn Profile - Email 📧 + Mobile Number 📞

leadsman/linkedin-profile-scraper

Extract detailed information from LinkedIn profiles in bulk, including complete work experience, education history, skills and more. No cookies or account required.

Leadsman

133

5.0

(6)

Profile Details Batch Scraper for LinkedIn + EMAIL (No Cookies)

apimaestro/linkedin-profile-batch-scraper-no-cookies-required

(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.

API Maestro

12K

4.4

(15)

LinkedIn Profile Activity Scraper

iron-crawler/linkedin-profile-activity-scraper

Scrape recent posts, reposts, and activity from any LinkedIn profile. Returns full post text, engagement metrics, reaction breakdowns, media attachments, and author info. Paginated. No cookies or login required. Clean JSON output.

Iron Crawler

106

LinkedIn Profile Search Scraper (No Cookies) Find all people

harvestapi/linkedin-profile-search

Search for LinkedIn profiles with filters and extract detailed profile information, including work experience, education history, location, and more. No cookies or account required.

HarvestAPI

55K

4.4

(102)

🚀 LinkedIn Profile Scraper ⚡ No Login Required

vulnv/linkedin-profile-scraper

Extract comprehensive data from public LinkedIn user profiles including work experience, education, skills, connections, and activity. Bulk processing supported. No LinkedIn authentication needed - just provide profile URLs and get structured JSON data.