Pricing

Pay per usage

LinkedIn Profile Scraper (No Login)

Scrapes public LinkedIn profiles via Google search — no cookies, no login required. Extracts name, headline, location, current role, education, skills and more.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

Next Crawl

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

How it works

Sends site:linkedin.com/in/ <your query> to Google Search
Collects all LinkedIn profile URLs from the results
Visits each public LinkedIn profile page and extracts structured data
Falls back to Open Graph meta tags if LinkedIn shows a soft login wall

What it extracts

Field	Description
`name`	Full name
`headline`	Professional headline
`location`	City / region
`current_title`	Current job title
`current_company`	Current employer
`connections`	Connection/follower count (if visible)
`about`	About section (up to 500 chars)
`education`	Schools and degrees (up to 3)
`skills`	Top skills (up to 10)
`profile_url`	Direct LinkedIn URL
`profile_image_url`	Profile photo URL
`search_query`	The query that found this profile
`scraped_at`	ISO timestamp

Input examples

{
  "searchQueries": [
    "software engineer San Francisco",
    "product manager fintech London",
    "data scientist OpenAI"
  ],
  "maxProfilesPerQuery": 10,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

Tips

Residential proxies are mandatory — both Google and LinkedIn block datacenter IPs
Queries like "VP Sales SaaS" or "CTO startup Berlin" give very targeted results
Google returns ~10 results per search page; set maxProfilesPerQuery to 10 for best reliability
LinkedIn shows varying amounts of data depending on the user's privacy settings

Legal

Only scrapes publicly visible profile data. Does not bypass any authentication. Use responsibly and respect LinkedIn's Terms of Service.

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

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

8.8K

4.4

(16)

Mass Profile Posts Scraper for LinkedIn | No Cookies

apimaestro/linkedin-batch-profile-posts-scraper

Scrape in Batch LinkedIn posts from LinkedIn profiles including post content, reactions, comments count, and media attachments

API Maestro

4.7

(13)

Profile Search Scraper for LinkedIn + EMAIL (No Cookies)

apimaestro/linkedin-profile-search-scraper

Find and extract detailed LinkedIn profile data by name, location, and job title. Get professional information, contact details, current positions, and more. Perfect for recruitment, sales prospecting, and lead generation. Clean, structured data ready for your business needs.

API Maestro

1.8K

2.0

(2)

LinkedIn Profile Extractor & Enricher (No Login Required) ✅

unseenuser/LinkedIn-Profile

Extract complete LinkedIn profile data - experience, education, skills, certifications, location, headline. No login, no cookies. Built for B2B sales and lead-gen teams.

Unseen User

140

5.0

(4)

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 & Company Post Tracker (No Cookies)

scrapemint/linkedin-profile-posts-scraper

Pull posts from any LinkedIn profile or company page without a cookie or login. Each row carries author, engagement counts, media, post type, and timestamp. Optional reactions and comments. JSON. Pay per post.

Ken M

🚀 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

791

1.2

(2)

LinkedIn Email + Profile Scraper ⚡ Active Leads (No Login)

slothtechlabs/linkedin-email-finder-profile-scraper-no-login

The LinkedIn email scraper that skips dormant profiles. Real company domain pulled from the company's LinkedIn page (not guessed from its name), top-3 email patterns with honest confidence, activity score, seniority & decision-maker signals, industry. CRM-ready CSV. Pay per success — failed = free.