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Linkedin Profile Scraper ✅ No cookie — LinkedIn | Lagic

Built ForRecruitment AgenciesB2B Sales & MarketingMarket Research Firms

Extract Detailed LinkedIn Profile Data, Including Contact Emails

Curated by Lagic·Verified working

Configure Agent

Linkedin profile URLs or Search URLs

If enabled, It will scrape company linkedin page of each profile

Enable email finding

ContactCompass provides an affordable contacts search API. Sign up to Contactcompass.io and get an API Token to find emails of Linkedin profiles. You can find upto 20k emails for free

Results to deliver

300 credits

This agent actively searches live listings — results may vary. You are only charged for what is delivered, up to this number.

Lagic Proxy

Country auto-rotated. Need a specific region? Contact support.

Pricing

3 credits per result
✓ 30 free credits on signup✓ Refund if 0 results✓ No card required

Sample Data Preview

Full name, headline, and current job titleCompany name and LinkedIn URL for current employerWork experience history, including roles, companies, and durationsEducational background with degrees and institutionsProfessional skills and associated endorsementsCertifications, courses, and projects
Sample Text...https://...Value...Value...Value...Value...
Sample Text...https://...Value...Value...Value...Value...
..................
Exports as:CSVXLSXJSON

Overview

This tool extracts comprehensive public data from LinkedIn profiles, providing insights into work history, education, skills, and optionally, verified contact emails and current company details. It's ideal for building targeted lead lists and enriching professional databases.

### Gather Rich Professional Insights from LinkedIn Profiles Understanding individuals in the professional landscape is crucial for sales, recruitment, and market research. This LinkedIn Profile Scraper is designed to collect a wide array of public data points directly from LinkedIn profiles and search results, presenting them in a clean, structured format for your analysis. Unlike tools that require you to log in with your own LinkedIn account and risk detection, this scraper operates without needing your cookies, offering a more secure and hands-off approach. You simply provide the LinkedIn profile URLs or search result URLs, and the tool goes to work. ### Deep Dive into Professional Backgrounds For each profile, you can retrieve extensive details including their full name, current job title and company, past work experience, educational background, listed skills, certifications, and even volunteer work. This granular data allows you to build a complete picture of a professional's career trajectory and expertise. Beyond individual profiles, you have the option to automatically scrape the LinkedIn company page associated with each person's current employer. This provides additional context such as company size, industry, and specialties, enriching your understanding of their professional environment. For those critical sales and outreach efforts, the tool offers an integrated email finding feature through ContactCompass, allowing you to append verified contact emails to your scraped profiles. ### Who Benefits from This Data? * **Sales and Lead Generation Teams:** Build highly targeted prospect lists with verified contact information and detailed professional backgrounds. Understand a lead's career path and current role to personalize outreach more effectively. * **Recruitment and Talent Acquisition:** Source passive candidates by identifying individuals with specific skill sets, educational backgrounds, and work experience. Analyze talent pools for competitive insights. * **Market Researchers:** Gather demographic and professional data for market segmentation, trend analysis, and competitive intelligence on workforce composition. * **Business Development Professionals:** Identify potential partners or collaborators based on their expertise, industry connections, and company profiles. By providing structured, actionable data, this tool helps you move beyond basic contact lists to truly understand the people you're trying to reach or learn about.

Key Capabilities

  • Full name, headline, and current job title
  • Company name and LinkedIn URL for current employer
  • Work experience history, including roles, companies, and durations
  • Educational background with degrees and institutions
  • Professional skills and associated endorsements
  • Certifications, courses, and projects
  • Follower count and connection type for each profile
  • Geographic location (country and city)
  • Summary and public identifier
  • Optionally, verified professional email addresses (with ContactCompass API token)
  • Optionally, detailed company page information for current employer
  • Generate targeted B2B lead lists for sales outreach, enriched with professional backgrounds and contact emails.
  • Source qualified candidates for recruitment by filtering profiles based on skills, experience, and education.
  • Conduct market research to analyze industry talent trends, common career paths, and skill concentrations.
  • Perform competitive analysis by examining the professional backgrounds of employees at competitor companies.
  • Identify potential subject matter experts or influencers in specific fields for content collaboration or advisory roles.
  • Enrich existing CRM data with up-to-date professional details and company information for improved segmentation.
  • Build a database of professionals for networking events or industry conferences, understanding their expertise beforehand.

Field Dictionary

How To Run This Extractor

1

Provide a list of LinkedIn profile URLs or LinkedIn search result URLs into the designated input field.

2

Optionally, enable the 'Scrape current company page' setting to also gather details from the employer's LinkedIn company page.

3

To find professional email addresses, enable the 'Find emails' option and enter your ContactCompass API Token.

4

Initiate the tool run, and it will navigate to the specified LinkedIn pages to extract the public profile data.

5

Once the run completes, download your structured data file containing all the collected professional insights and contact information.

Frequently Asked Questions

What kind of LinkedIn profiles can this tool scrape?
This tool is designed to scrape publicly available data from standard LinkedIn profiles and search results. It cannot access private profiles or data behind a login wall that isn't publicly visible.
Do I need a LinkedIn account or premium subscription to use this tool?
What data formats can I export the results in?
How fresh is the data I receive?
Is it safe to use this tool without risking my LinkedIn account?
How does the email finding feature work?
What happens if a profile URL is incorrect or a profile is no longer available?
Can I schedule recurring data extraction runs?
Is there a limit to how many profiles I can scrape?
How does this tool handle compliance and data privacy?
What if I only have LinkedIn search URLs, not individual profile URLs?
How predictable are the costs for using this tool?