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LinkedIn Profile Scraper for cheap lead enrichment ✅ — LinkedIn | Lagic

Built ForB2B Tech & SaaSRecruiting and StaffingMarketing Agencies

Get detailed professional and company data from a list of LinkedIn profiles for lead enrichment.

Curated by Lagic·Verified working

Configure Agent

LinkedIn URLs you want to enrich. You can upload a CSV file if you want, in the format: url,id (id is useful for reference to re-import in your database)

Results to deliver

500 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

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

Sample Data Preview

Full Name, First Name, Last NameCurrent Headline and Professional SummaryLocation (City and Country)Profile Picture and Background Image URLsComplete Work History (Company, Title, Dates, Description)Education History (School, Degree, Dates)
Sample Text...Value...470https://...Sample Text...2026-04-05
Sample Text...Value...143https://...Sample Text...2026-04-05
..................
Exports as:CSVXLSXJSON

Overview

Extract work experience, education, skills, and company details from any list of LinkedIn person or company profile URLs. Use it to enrich your CRM, qualify leads, or research candidates.

This tool is designed for sales teams, recruiters, and marketers who need to add depth to their existing contact lists. You provide a list of LinkedIn profile URLs—for people or for companies—and it returns a structured data set ready for analysis or import into your CRM. The core function is *enrichment*. Instead of just having a name and a company, you can get a person's complete work history, including titles, companies, and job descriptions. You can see their educational background, a full list of their skills, certifications they've earned, and the languages they speak. For company intelligence, it extracts firmographic data like the company's industry, employee count, website, and year founded. This works whether you input a person's profile (it pulls their current employer's data) or a direct company page URL. It's built to be straightforward. You can paste URLs directly or upload a CSV file. The CSV upload is particularly useful for mapping data back to your own systems, as you can include a unique ID for each profile you want to enrich. This avoids the manual effort of matching data after the export.

Key Capabilities

  • ✓ Full Name, First Name, Last Name
  • ✓ Current Headline and Professional Summary
  • ✓ Location (City and Country)
  • ✓ Profile Picture and Background Image URLs
  • ✓ Complete Work History (Company, Title, Dates, Description)
  • ✓ Education History (School, Degree, Dates)
  • ✓ List of Professional Skills and Certifications
  • ✓ Languages Spoken
  • ✓ Current Company Details (Name, LinkedIn URL, Website, Industry, Size, Follower Count)
  • ✓ Indication if the profile is 'Open to Work'
  • ✓ Enrich a list of conference attendees with their full work history and skills before starting outreach.
  • ✓ Update an outdated CRM by pulling the latest job titles and company information for your contacts.
  • ✓ Segment a marketing database by company size, industry, or individual job titles for more targeted campaigns.
  • ✓ Vet potential job candidates by extracting their complete educational background, certifications, and skills.
  • ✓ Conduct market research by analyzing the career paths and skill sets of professionals in a specific industry.
  • ✓ Perform due diligence on a company's leadership team by gathering detailed background information on each member.
  • ✓ Build highly personalized sales pitches by referencing a prospect's specific past projects mentioned in their job descriptions.

Field Dictionary

How To Run This Extractor

1

Gather the LinkedIn URLs for the people or companies you want to enrich.

2

For bulk processing, create a CSV file with two columns: 'url' for the LinkedIn profile link and 'id' for your internal reference number.

3

Paste the URLs directly into the 'LinkedIn URLs' field or upload your prepared CSV file.

4

Run the tool.

5

Download the collected data as a CSV, Excel, or JSON file.

Frequently Asked Questions

Do I need technical skills to use this?
No. You only need a list of LinkedIn profile URLs. You can paste them in or upload a simple CSV file.
What formats can I export the data in?
Can this tool find personal email addresses or phone numbers?
Does it work for both personal and company profiles?
Is it legal to scrape LinkedIn profile data?
How many profiles can I enrich at once?
What's the purpose of the 'id' column in the CSV upload?
Is the data fresh?
Can I schedule this tool to run automatically?
Is this suitable for client work at an agency?