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Profile Details Batch Scraper for LinkedIn + EMAIL (No Cookies) — LinkedIn | Lagic

Built For

Get detailed LinkedIn profile data, including work history and emails, for any list of users.

Curated by Lagic·Verified working

Configure Agent

List of LinkedIn profile identifiers. You can use either: -Usernames (e.g., 'neal-mohan') -profile URLs (e.g., '')

Whether to include email address in the profile data extraction if available

Results to deliver

400 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

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

Sample Data Preview

Full name, headline, location, and professional summary.Follower and connection counts.Current company and role.Complete work history with titles, companies, dates, and descriptions.Educational background including degrees, schools, and dates.A list of professional skills.
Sample Text...98Value...Sample Text...2026-04-05Value...
Sample Text...799Value...Sample Text...2026-04-05Value...
..................
Exports as:CSVXLSXJSON

Overview

Scrape public LinkedIn profiles in bulk by providing a list of usernames or URLs. Extracts detailed work experience, education, skills, and optional email addresses without needing your own account.

This tool is built for sales teams, recruiters, and market researchers who need to gather intelligence from LinkedIn profiles at scale. It allows you to input a list of LinkedIn profile URLs or their unique usernames (e.g., 'satyanadella') and extracts a comprehensive dataset for each one. A key feature is that it operates without requiring you to connect your own LinkedIn account or provide session cookies. This protects your personal account from any risk of being flagged for automation and ensures the tool runs reliably in the background. ### What You Get The output is a structured dataset for each profile, containing: * **Basic Information:** Full name, headline, location, follower and connection counts, and profile summary (the "About" section). * **Contact Details:** If you enable the "Search for Email" option, the tool will attempt to find a professional email address for the person. * **Work Experience:** A complete history of their jobs, including company names, titles, dates of employment, duration, and the description of their roles. * **Education:** A list of schools attended, degrees earned, fields of study, and dates. * **Skills & Certifications:** The user's listed skills, languages with proficiency levels, and any professional certifications they've earned. This data provides a full picture of a person's professional background, making it invaluable for personalizing sales outreach, vetting job candidates, or analyzing career trajectories within an industry.

Key Capabilities

  • ✓ Full name, headline, location, and professional summary.
  • ✓ Follower and connection counts.
  • ✓ Current company and role.
  • ✓ Complete work history with titles, companies, dates, and descriptions.
  • ✓ Educational background including degrees, schools, and dates.
  • ✓ A list of professional skills.
  • ✓ Certifications, projects, and languages.
  • ✓ A professional email address, if the search option is enabled and an email is found.
  • ✓ Build a Candidate Pipeline: Recruiters can feed a list of promising candidates into the tool to extract their full work history, skills, and education for vetting and outreach.
  • ✓ Enrich CRM Records: Sales development teams can enrich their existing lead lists in a CRM with up-to-date job titles, company information, and email addresses from LinkedIn.
  • ✓ Conduct Market Research: Analysts can scrape the profiles of employees at competitor companies to understand team structures, common career paths, and key skills.
  • ✓ Personalize Sales Outreach: Account executives can gather detailed background information on key decision-makers to tailor their messaging and build rapport.
  • ✓ Perform Due Diligence: Investment firms can vet the leadership teams of potential investment targets by analyzing their career history and professional qualifications.
  • ✓ Track Alumni Career Paths: Universities and alumni associations can monitor the career progression of graduates to identify potential speakers, mentors, or donors.

Field Dictionary

How To Run This Extractor

1

Gather a list of LinkedIn profile URLs or just the unique usernames (e.g., 'neal-mohan').

2

Paste your list into the 'Profile Usernames or URL' input field.

3

Check the 'Search for Email' box if you want the tool to find contact information.

4

Run the tool and wait for the extraction to complete.

5

Download the collected profile data as a spreadsheet (CSV/Excel) or JSON file.

Frequently Asked Questions

Do I need a LinkedIn account to use this?
No. This tool works without requiring you to provide your own LinkedIn account, login, or session cookies, which helps protect your account.
How reliable is the email finder?
Can I scrape a list of 1,000 profiles?
What format is the data in?
Is it legal to scrape LinkedIn profiles?
Can I use this for client work at my agency?
What happens if a profile is private?
Can I schedule this tool to run automatically?
How fresh is the data?
What is the difference between a username and a profile URL?