B2B Lead Generation & Market Intelligence

Extract LinkedIn Public Data at Scale

Scrape publicly accessible company pages, professional profiles, job listings, and industry insights from LinkedIn. Compliant data extraction for lead generation, recruiting, and market research without logging in.

Start Extracting LinkedIn Data How It Works
5M+
Profiles extracted
1M+
Company pages
100%
Public data compliant
🔍 LinkedIn Public Data · Software Industry
Sarah Johnson
Senior Product Manager
TechCorp · San Francisco Bay Area
🎓 Stanford University👥 500+ connections
Public Profile · Skills: Product Strategy, Agile, UX
CloudScale Solutions
Information Technology & Services
🏢 1,001-5,000 employees📍 Austin, TX
Company Page · 24 open jobs · Founded 2015
Data Engineer (Remote)
CloudScale Solutions · Posted 3 days ago
💵 $130K - $170K🔧 Python, Spark, AWS
Job Listing · 47 applicants
⬇️ Extracting 12,847 public records this hour
Trusted by B2B data platforms & recruiters: LeadGenius • ZoomInfo • Apollo.io • Lusha
Comprehensive Public Data
What You Can Extract from LinkedIn (Publicly)
Structured data from public company pages, profiles, and job listings — fully compliant.
🏢

Company Pages

Company name, industry, size, headquarters, website, specialties, and employee count.

👤

Public Profiles

Name, headline, current position, education, location, and publicly listed skills.

💼

Job Listings

Job title, company, location, description snippet, posted date, and salary (if public).

📊

Employee Count & Growth

Track company headcount trends and department distribution from public data.

🔍

Industry & Specialties

Extract industry categories, specialties, and company descriptions for segmentation.

📈

Funding & Company Data

Publicly disclosed funding rounds, year founded, and company milestones.

Compliance First
What We Extract vs. What We Don't
We strictly adhere to legal and ethical boundaries for public data scraping.
✅ We Extract
  • ✓ Public company pages
  • ✓ Public profile information
  • ✓ Public job listings
  • ✓ Aggregated company metrics
  • ✓ Publicly visible skills & endorsements
❌ We Do NOT Extract
  • ✗ Private profile information
  • ✗ Data behind login walls
  • ✗ Email addresses or contact info
  • ✗ Connection lists or private messages
  • ✗ Any data requiring authentication

Our extraction methods comply with LinkedIn's public data policies and applicable laws. Learn more about our compliance approach.

Simple 4‑Step Process
Get LinkedIn Public Data in Days
From target definition to structured data delivery — a streamlined workflow.
1

Define Targets

Specify companies, industries, job titles, or geographic areas.

2

Configure Schema

We design a custom data model matching your required fields.

3

Scrape & Validate

Bots extract public data while respecting rate limits and compliance.

4

Deliver & Refresh

Structured data via CSV, API, or database with scheduled updates.

Applications
How Businesses Use LinkedIn Public Data
📞

B2B Lead Generation

Build targeted prospect lists based on company, industry, and role.

📊

Market Research

Analyze industry composition, company growth, and hiring trends.

🏢

Competitive Intelligence

Track competitor headcount, job openings, and strategic initiatives.

🤖

AI & Data Enrichment

Enrich CRM records with company size, industry, and location data.

💼

Recruiting & Talent Mapping

Identify companies hiring for specific roles and skill sets.

📱

Sales Intelligence

Power sales platforms with account and industry insights.

Why MyDataScraper
Superior to Manual Research and Expensive Data Licenses
Capability
MyDataScraper
Manual / Paid Databases
Real‑time public data updates
✓
– (outdated/static)
Custom data schemas
✓
– (fixed structure)
Cost‑effective at scale
✓
– (expensive per record)
Historical trend tracking
✓
–
No login/authentication required
✓
–
Anti‑blocking & compliance
✓
–
Dedicated data specialist
✓
–
Pricing
Flexible Plans for LinkedIn Public Data
Scale your data extraction as your needs grow.
Starter
$499/mo

For small teams and lead generation testing.

  • Up to 100K records/month
  • 2 target searches
  • Weekly updates
  • CSV / JSON export
  • Email support
  • Basic dashboard
Most Popular
Professional
$1,299/mo

For growing sales and marketing teams.

  • Up to 1M records/month
  • 5 target searches
  • Daily updates
  • CSV, JSON, DB push
  • Slack/email alerts
  • API access
Enterprise
Custom

For large data platforms and enterprises.

  • Unlimited records
  • Real‑time (15‑min) updates
  • Custom dashboards
  • Dedicated data engineer
  • 99.9% SLA
  • Raw data lake access
  • White‑label reporting

All plans include compliance consultation and schema design. Talk to sales for custom volumes.

FAQ
Frequently Asked Questions
What LinkedIn data can you extract? +
We extract publicly accessible company pages (name, industry, size, location), public profile information (name, headline, position, education), public job listings, and aggregated metrics — all without logging in.
Is scraping LinkedIn legal? +
We only extract publicly available data that does not require authentication. Our practices comply with applicable laws and we do not circumvent any access controls or login walls. We advise clients on responsible data usage.
Do you extract email addresses or private contact info? +
No. We do not extract email addresses, phone numbers, or any information that is not publicly visible without authentication.
How often can the data be updated? +
We offer weekly, daily, or real‑time updates depending on your subscription plan.
What output formats are available? +
CSV, JSON, Excel, or direct database push (PostgreSQL, BigQuery, Snowflake). We also provide REST API and webhook delivery.
Do you offer a free sample? +
Yes. We provide a free sample dataset of 500 public records from your target criteria to demonstrate data quality.
Client Success
B2B Intelligence Powered by Public Data
★★★★★

"MyDataScraper extracts public company data for our sales intelligence platform. The industry and employee count data is accurate and updated weekly, helping our clients target the right accounts."

Michael P. · Head of Data, SalesIntel
★★★★★

"We use their LinkedIn public data extraction to track hiring trends across 5,000+ companies. It's fully compliant and has been a reliable source for our labor market reports."

Jennifer R. · VP of Research, TalentInsight

Ready to Unlock LinkedIn Public Data?

Get a free sample dataset of 500 public records based on your target criteria.

Start Your Data Project

Complete the form below and our team will provide a custom quote within 24 hours.