Pricing

from $25.00 / 1,000 profile extracteds

LinkedIn Profile Scraper ✅ No Cookies

Scrape full LinkedIn profile data. 37 core fields + 12 embedded arrays (experience, education, skills, etc.) per profile. No cookies, no login. $2/1k pay-per-result — cheapest on Apify with full firmographics.

Pricing

from $25.00 / 1,000 profile extracteds

Rating

0.0

(0)

Developer

linkedintel-core

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

LinkedIn Profile Scraper API — No Cookies, No Login API through CLI

The Apify CLI is the official tool that allows you to use LinkedIn Profile Scraper ✅ No Cookies 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 API in Python

LinkedIn Profile Scraper ✅ No Cookies API in JavaScript

LinkedIn Profile Scraper ✅ No Cookies OpenAPI definition

LinkedIn Profile Scraper ✅ No Cookies 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

42K

4.3

(60)

LinkedIn Profile Reactions Scraper ✅ (No Cookies)

harvestapi/linkedin-profile-reactions

Extract LinkedIn profile reactions, as well as full post data and social activities. No cookies or account required. Concurrency + fast response times

HarvestAPI

759

LinkedIn Profile Comments Scraper ✅ (No Cookies)

harvestapi/linkedin-profile-comments

Extract LinkedIn profile comments, as well as comment social activities such as likes and reactions. No cookies or account required, fast response times

HarvestAPI

987

5.0

(1)

LinkedIn Profile Scraper ✅ NO COOKIES

atomus/linkedin-profile-scraper

Scrape LinkedIn profiles into structured records: name, title, headline, summary, company, location, skills, education, and work history. Submit up to 5,000 URLs per run, each returns one record. Pay only for profiles found; not-found and errors are free. No account or cookies needed.

Atomus APIs

5.0

(2)

LinkedIn Profile Scraper + Email ✅ No Cookies

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

5.0

(4)

Linkedin Profile Scraper ✅ No cookie

supreme_coder/linkedin-profile-scraper

Scrape unlimited Linkedin profiles and search URLs without risking your Linkedin account. Live data, Super fast scraping at affordable cost. High success rate.

Supreme Coder

7.6K

4.9

(32)

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

24K

4.7

(71)

LinkedIn Batch Profile Posts Scraper [NO COOKIES] ✅

unseenuser/LinkedIn-Content

Extract every recent post from a list of LinkedIn profiles in a single bulk run. Get post text, hashtags, mentions, engagement metrics, reaction breakdowns, and posting cadence. No login, no cookies. Built for content strategists and influencer marketing platforms.

Unseen User

135

5.0

(3)

Linkedin Profile Search By Name scraper ✅ No Cookies

harvestapi/linkedin-profile-search-by-name

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

HarvestAPI

4.2K

4.6

(6)