Pricing

Pay per usage

LinkedIn Profile Scraper

Pull structured profile facts from any public LinkedIn member URL without a cookie or login. Each row carries name, headline, location, current company, current title, profile summary, top experience, top education, top skills, and profile photo. JSON. Pay per profile.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

Ken M

Actor stats

Bookmarked

Total users

Monthly active users

4 hours ago

Last modified

Categories

Lead generation

Social media

Jobs

You can access the LinkedIn Profile Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1import { ApifyClient } from 'apify-client';
2
3// Initialize the ApifyClient with your Apify API token
4// Replace the '<YOUR_API_TOKEN>' with your token
5const client = new ApifyClient({
6    token: '<YOUR_API_TOKEN>',
7});
8
9// Prepare Actor input
10const input = {
11    "profileUrls": [
12        "https://www.linkedin.com/in/williamhgates",
13        "https://www.linkedin.com/in/satyanadella",
14        "https://www.linkedin.com/in/jeffweiner08"
15    ],
16    "proxyConfiguration": {
17        "useApifyProxy": true,
18        "apifyProxyGroups": [
19            "RESIDENTIAL"
20        ]
21    }
22};
23
24// Run the Actor and wait for it to finish
25const run = await client.actor("scrapemint/linkedin-profile-scraper").call(input);
26
27// Fetch and print Actor results from the run's dataset (if any)
28console.log('Results from dataset');
29console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
30const { items } = await client.dataset(run.defaultDatasetId).listItems();
31items.forEach((item) => {
32    console.dir(item);
33});
34
35// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

LinkedIn Profile Scraper API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use LinkedIn Profile Scraper API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.

Install the apify-client

$npm install apify-client

Other API clients include:

LinkedIn Profile Scraper API in Python

LinkedIn Profile Scraper API through CLI

LinkedIn Profile Scraper OpenAPI definition

LinkedIn Profile Scraper API

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

17K

4.4

(59)

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

12K

4.9

(24)

🔥Bulk Linkedin Company Profile Scraper (No Cookies)

dev_fusion/Linkedin-Company-Scraper

The LinkedIn Company Scraper Actor efficiently extracts comprehensive company information from LinkedIn, including names, industries, websites, employee counts, and more, without requiring cookies. It simplifies data gathering for market analysis and competitive research.

Dev Fusion

10K

4.5

(40)

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

5.0

(3)

Linkedin Profile Posts Scraper (No Cookie)

datadoping/linkedin-profile-posts-scraper

For just $1.2 per 1,000 posts, scrape LinkedIn posts of a profile and extract full content, engagement stats, and author details using their profile URL. Note: If you're on free tier you can only scrape 4 profile and 100 posts per profile per run (12 profiles in total)

Data Doping

341

5.0

(1)

Linkedin Profile Comments Scraper (No Cookie)

datadoping/linkedin-profile-comments-scraper

For just $1.2 per 1,000 comments, scrape comments made by a profile from activity on LinkedIn. It Scrapes text, reactions, pinned, timestamp, etc. Note: If you're on free tier you can only scrape 4 profile and 100 comments per profile per run (12 profiles in total)

Data Doping

131

Linkedin Profile Scraper No Cookies

logical_scrapers/linkedin-profile-scraper-no-cookies

LinkedIn Bulk Profile Scraper with No Cookies Required. scrapers all publicly available data from a given LinkedIn profile URL.

Goldmine

423

1.0

(2)

Linkedin Profile Reactions Scraper (No Cookie)

datadoping/linkedin-profile-reactions-scraper

For just $1.2 per 1,000 reactions, scrape all reactions made by a profile. It scrapes action, text, post, timestamp etc. Note: If you're on free tier you can only scrape 4 profile and 100 reactions per profile per run (12 profiles in total)

Data Doping