Pricing

from $1.19 / 1,000 results

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LinkedIn Profile Scraper

Try for free

Scrape public LinkedIn profiles from profile URLs or usernames. Returns name, headline, location, about, current positions, experience, education, follower count, recent posts and profile URL, with optional similar-profile URLs. No LinkedIn login or cookies needed.

Pricing

from $1.19 / 1,000 results

Rating

0.0

(0)

Developer

Axiom Works

Actor stats

Bookmarked

Total users

Monthly active users

a month ago

Last modified

Categories

Lead generation

Social media

Features

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 API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "profileUrls": [
10        "https://www.linkedin.com/in/satyanadella",
11        "https://www.linkedin.com/in/williamhgates",
12    ],
13    "maxItems": 2,
14    "includePosts": True,
15    "enrich": False,
16    "proxyConfiguration": {
17        "useApifyProxy": True,
18        "apifyProxyGroups": ["RESIDENTIAL"],
19        "apifyProxyCountry": "US",
20    },
21}
22
23# Run the Actor and wait for it to finish
24run = client.actor("axiomworks/linkedin-profile-scraper").call(run_input=run_input)
25
26# Fetch and print Actor results from the run's dataset (if there are any)
27print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
28for item in client.dataset(run.default_dataset_id).iterate_items():
29    print(item)
30
31# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Profile Scraper: Roles, Education, Posts API in Python

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

Install the apify-client

$pip install apify-client

Other API clients include:

LinkedIn Profile Scraper API in JavaScript

LinkedIn Profile Scraper API through CLI

LinkedIn Profile Scraper OpenAPI definition

LinkedIn Profile Scraper API

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

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LinkedIn Profile Scraper

calm_builder/linkedin-profile-scraper

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.

Coder

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🎓 LinkedIn Profile Scraper: Education History ✅ No Cookies

sourabhbgp/linkedin-profile-scraper

Scrape public LinkedIn profiles without login or cookies. Get name, location, employer, full education history with dates, followers, recent posts and articles, plus 20+ similar profiles per person.

Sourabh Kumar

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

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LinkedIn Profile, Company, Posts & Jobs Scraper (No Cookies)

data_forge_org/linkedin-scraper

LinkedIn scraper for public profiles, company pages, posts, comments and jobs, in bulk from URLs or a jobs search. Get work experience, education, skills, company size, industry, post reactions, job descriptions and salaries. No cookies or account required. Export to CSV, Excel, JSON or use the API.

Data Forge

5.0

(2)

LinkedIn Profile API | Scrape Public Profile Data

johnvc/linkedin-profile-api

Collect public LinkedIn person profiles as clean, structured JSON. Send one or many profile URLs and get name, headline, location, current company, experience, education, and follower counts. Reliable, pay per profile, MCP-ready for Claude and AI agents.

John

206

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(7)

Mass LinkedIn Profile Scraper | Bulk URLs

oday/mawsool-mass-linkedin-profile-scraper

Mass LinkedIn profile scraper for large URL files. Returns the full profile from each URL you already have: role, about, location, education, experience, and activity. Concurrent, resumable, up to 1,000,000 URLs. Starting from $0.80 per 1,000. No LinkedIn login and no cookies.

Mawsool Intertaional FZCO

5.0

(2)

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

942

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(3)

LinkedIn People Profile Scraper

pratikdani/linkedin-people-profile-scraper

Retrieve LinkedIn profile URLs and extract comprehensive profile details. This includes basic information, employment history, skills, company information, biography, location, and more.

Pratik Dani

1.9K

3.0

(5)

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.