Pricing

$20.99/month + usage

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.

Pricing

$20.99/month + usage

Rating

0.0

(0)

Developer

Scrape Pilot

Actor stats

Bookmarked

Total users

Monthly active users

13 hours

Issues response

4 days ago

Last modified

Categories

Lead generation

Jobs

Automation

You can access the LinkedIn Profile Scraper – No Login, Public Data 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 = {
9    "profile_urls": """satyanadella
10sundarpichai
11tim-cook""",
12    "proxyConfiguration": {
13        "useApifyProxy": True,
14        "apifyProxyGroups": ["RESIDENTIAL"],
15    },
16}
17
18# Run the Actor and wait for it to finish
19run = client.actor("scrapepilot/linkedin-profile-scraper---no-login-public-data").call(run_input=run_input)
20
21# Fetch and print Actor results from the run's dataset (if there are any)
22print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
23for item in client.dataset(run["defaultDatasetId"]).iterate_items():
24    print(item)
25
26# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Profile Scraper – No Login, Public Data API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Profile Scraper – No Login, Public Data 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 – No Login, Public Data API in JavaScript

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

LinkedIn Profile Scraper – No Login, Public Data OpenAPI definition

LinkedIn Profile Scraper – No Login, Public Data API

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.

Stas Persiianenko

LinkedIn Profile Scraper - Public Profiles, No Login Required

thirdwatch/linkedin-profile-scraper

Scrape LinkedIn public profiles without login or cookies. Extracts name, headline, current and past positions, education, about section, follower count, and articles.

Thirdwatch

🚀 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.

VulnV

607

5.0

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.

Artificially

Linkedin Profile Scraper

crawlerbros/linkedin-profile-scraper

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

Crawler Bros

213

5.0

Linkedin Profile Scraper

scrapeflow/linkedin-profile-scraper

👤 LinkedIn Profile Scraper extracts data from public profiles: name, headline, experience, education, skills, location, links & about. 📊 Outputs clean JSON/CSV. ⚡ Ideal for recruiters and sales—prospecting, enrichment, outreach & talent intelligence. 🚀 Fast, scalable.

ScrapeFlow

LinkedIn Profile Scraper - $0.30/1k results

thescrappa/linkedin-profile-scraper

Scrape public LinkedIn profile data. Get experience, education, skills, articles, recommendations, and more. No LinkedIn login required.

Scrappa

129

Linkedin Profile Scraper

lisenser/linkedin-profile-scraper

Scrapes full LinkedIn profile data by URL. Supply one or more profile URLs and extract name, headline, summary, industry, location, and raw profile data

Lisenser

LinkedIn Profile Scraper & Email Finder 📧 ✅ No Login Required

khadinakbar/linkedin-profile-email-scraper

Find and extract LinkedIn profiles with emails — no login, no cookies needed. Input URLs, slugs, or public identifiers. Returns name, headline, experience, education, skills, email, and contact data. MCP/AI-agent optimized with consistent output schema.

Khadin Akbar

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.