Pricing

Pay per event

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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

Pay per event

Rating

4.5

(79)

Developer

HarvestAPI

Actor stats

689

Bookmarked

61K

Total users

11K

Monthly active users

11 hours

Issues response

14 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 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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✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies)

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🚀 Extract full LinkedIn profile insights: verified email 📧, phone number 📞, work history, education, and more...

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Linkedin Profile Search By Services ✅ No Cookies

harvestapi/linkedin-profile-search-by-services

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

HarvestAPI

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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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4.4

Profile Full Sections Scraper for LinkedIn + EMAIL | No Cookies

apimaestro/linkedin-profile-full-sections-scraper

Scrape complete 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

3.3K

5.0

Linkedin Profile Search By Name scraper ✅ No Cookies

harvestapi/linkedin-profile-search-by-name

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.

HarvestAPI

5.8K

4.4

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.

API Maestro

18K

4.7

LinkedIn Profile Scraper · Fresh · No Cookies

data-slayer/linkedin-profile-scraper

Scrape fresh LinkedIn profile data in bulk from profile URLs. Export structured JSON, CSV, or Excel with experience, education, skills, job, company, and location fields. No LinkedIn login or cookies. $4 per 1,000 profiles.

Data Slayer

548

5.0

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.

HarvestAPI

30K

4.3

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.

HarvestAPI

22K

4.6