Pricing

from $2.50 / 1,000 profiles

Try for free

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LinkedIn Profile Scraper

Try for free

Scrape LinkedIn profiles without login or cookies: name, headline, location, company, job titles, experience, education, followers and recent posts. Search people by name and add available work emails and clearly labeled email guesses.

Pricing

from $2.50 / 1,000 profiles

Rating

0.0

(0)

Developer

Automly

Actor stats

Bookmarked

Total users

Monthly active users

10 days 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        "williamhgates",
12    ],
13    "proxyConfiguration": { "useApifyProxy": True },
14}
15
16# Run the Actor and wait for it to finish
17run = client.actor("automly/linkedin-profile-scraper").call(run_input=run_input)
18
19# Fetch and print Actor results from the run's dataset (if there are any)
20print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
21for item in client.dataset(run.default_dataset_id).iterate_items():
22    print(item)
23
24# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Profile Scraper + Email Finder (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 People Search Scraper

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For just $3 per 1,000 profiles, LinkedIn Profile with Email & Company Data and get complete lead information, including verified emails, using their username, URL, or URN. This advanced scraper integrates with tools like Apollo, Hunter, Lusha etc. to ensure accurate and up-to-date email data.

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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.

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automly/linkedin-company-employees-scraper

Scrape a company's employees from LinkedIn without login or cookies: name, headline, location, school and profile link, filtered by job title and location. Add full profiles, available work emails and clearly labeled email guesses.

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LinkedIn Email Finder ⚡ Find Emails for LinkedIn Profiles

vulnv/linkedin-email-finder

LinkedIn email finder: paste profile URLs, get business email addresses back. Bulk lookups, JSON or CSV export, pay per email found. Works on free Apify plans, no cookies or login needed.

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LinkedIn Profile Batch Scraper + Email ⚡ Bulk, No Login

vulnv/linkedin-profile-batch

Extract complete public LinkedIn profiles for up to 1,000 people in a single run — experience, education, certifications, skills, and location. Optionally find business emails. No login or cookies required.

VulnV