Pricing

from $1.00 / 1,000 profile scrapeds

LinkedIn Profile Scraper

Extract structured data from public LinkedIn profiles using URLs or usernames — no LinkedIn login required. Export names, headlines, locations, experience, education, skills, posts, articles, and recommendations as clean JSON. Only successfully retrieved profiles are saved to your dataset.

Pricing

from $1.00 / 1,000 profile scrapeds

Rating

0.0

(0)

Developer

Coder

Actor stats

Bookmarked

Total users

Monthly active users

11 days ago

Last modified

Categories

Lead generation

Social media

Developer tools

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

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 = { "profiles": [
9        "satyanadella",
10        "https://www.linkedin.com/in/williamhgates",
11    ] }
12
13# Run the Actor and wait for it to finish
14run = client.actor("calm_builder/linkedin-profile-scraper").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
18for item in client.dataset(run["defaultDatasetId"]).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Public Profile Scraper — No Login 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

artificially/linkedin-profile-scraper

Scrape LinkedIn profiles without login, cookies, or authentication. Extract public profile data including experience, education, skills, and more.

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Linkedin Profile Scraper

crawlerbros/linkedin-profile-scraper

Scrape LinkedIn public profiles without login. Get name, headline, experience, education, followers, and recent articles.

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LinkedIn Profile Scraper: No Cookies

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Scrape public LinkedIn profiles in bulk with no login. Name, headline, experience, education, skills, connections, followers. $40 per 1,000. MCP-ready.

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Linkedin Profile Scraper

logical_scrapers/linkedin-profile-scraper

🚀 Fastest linkedin profile scraper. Easily extract comprehensive LinkedIn profile data, including name, headline, industry, location, experience, education, skills, certifications, and more. Automates LinkedIn data collection for lead generation, recruiting, research, and competitive analysis.

Goldmine

464

4.0

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.

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LinkedIn Profile Scraper – No Login, Public Data

scrapepilot/linkedin-profile-scraper---no-login-public-data

Extract public LinkedIn profile data without login. Name, headline, company, location, about, skills. Auth wall detection + Google Knowledge Panel fallback. Residential proxy required. Bulk usernames or full names supported. JSON/CSV.

Scrape Pilot

LinkedIn Profile Scraper - No Login, No Cookies

logiover/linkedin-profile-scraper

No-login LinkedIn profile scraper & API alternative. Export public people data to CSV/JSON - bulk profile data extraction, no cookies.

Logiover

Linkedin Profile Scraper

parseforge/linkedin-profile-scraper

Collect detailed LinkedIn profile data by URL in one place. Get clear records with full name, work experience, education, skills, certifications, languages, volunteer work, publications, projects, connections count, and profile images to support recruiters, sales teams and market research workflows.

ParseForge

111

LinkedIn Profile Scraper

alwaysprimedev/linkedin-profile-scraper

Apify actor in Go for scraping public LinkedIn profile data, enriching company details, and attempting contact discovery.

Always Prime

5.0

LinkedIn Profile Scraper

automation-lab/linkedin-profile-scraper

Extract LinkedIn profile data at scale — name, headline, location, about, work experience, education, follower count, and profile image. No login required. Pure HTTP with residential proxy.