Pricing

from $3.20 / 1,000 profile details

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LinkedIn Profile Scraper + Email (No Cookies)

Try for free

Extract detailed information from LinkedIn profiles in bulk, including complete work experience, education history, skills and more. No cookies or account required.

Pricing

from $3.20 / 1,000 profile details

Rating

4.6

(93)

Developer

HarvestAPI

Actor stats

767

Bookmarked

92K

Total users

16K

Monthly active users

9.1 hours

Issues response

4 days ago

Last modified

Categories

Lead generation

Social media

Automation

You can access the LinkedIn Profile Scraper + Email (No Cookies) 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    "profileScraperMode": "Profile details no email ($4 per 1k)",
10    "queries": [
11        "https://www.linkedin.com/in/williamhgates",
12        "https://www.linkedin.com/in/towhid-rahman",
13    ],
14}
15
16# Run the Actor and wait for it to finish
17run = client.actor("harvestapi/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 (No Cookies) API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Profile Scraper + Email (No Cookies) 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 + Email (No Cookies) API in JavaScript

LinkedIn Profile Scraper + Email (No Cookies) API through CLI

LinkedIn Profile Scraper + Email (No Cookies) OpenAPI definition

LinkedIn Profile Scraper + Email (No Cookies) API

LinkedIn Profile Search By Name scraper (No Cookies)

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Search for LinkedIn profiles by name with filters and extract detailed profile information, including work experience, education history, location and more. No cookies or account required.

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Linkedin Post Search Scraper (No Cookies)

harvestapi/linkedin-post-search

Search LinkedIn Posts with advanced filters by target profiles or companies. No cookies or account required.

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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.

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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.

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LinkedIn Company Employees Scraper (No Cookies)

harvestapi/linkedin-company-employees

Extract all LinkedIn Company employees with filters and detailed profile information, including complete work experience, and more. No cookies or account required. This actor can try to find contact emails.

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LinkedIn Company Details Scraper (No Cookies)

harvestapi/linkedin-company

Extract detailed information from LinkedIn Companies such as company name, address, phone numbers, website, employee count, and more. Find LinkedIn company URLs by name in Bulk. No cookies or account required.

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Profile Details Scraper for LinkedIn + EMAIL (No Cookies)

apimaestro/linkedin-profile-detail

Scrape comprehensive LinkedIn profile data including work experience, education history, certifications, and location details. Get structured information from any public LinkedIn profile using their username.

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LinkedIn Profile Comments Scraper (No Cookies)

harvestapi/linkedin-profile-comments

Extract LinkedIn profile comments, as well as comment social activities such as likes and reactions. No cookies or account required, fast response times

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(11)

LinkedIn Post Comments Scraper (No Cookies)

harvestapi/linkedin-post-comments

Extract LinkedIn post comments or comment replies in bulk, as well as comment social activities such as the number of likes and reactions. No cookies or account required

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(22)