LinkedIn Scraper — Extract LinkedIn Data Automatically
Extract professional profiles, company pages, job listings, and contact information from LinkedIn. Designed for B2B lead generation, sales intelligence, HR sourcing, and market research within LinkedIn usage guidelines.
What We Extract From LinkedIn
| Field | What It Contains |
|---|---|
full_name | Full name and professional headline |
current_company | Current company and job title |
location_city_state_country_ | Location (city, state, country) |
number_of_connections | Number of connections |
skills | Skills and endorsements |
work_experience_company_title_dates_ | Work experience (company, title, dates) |
education_university_degree_year_ | Education (university, degree, year) |
linkedin_profile_url | LinkedIn profile URL |
summary_about_section | Summary/About section |
company_name_size | Company name, size and industry |
* Custom fields available on request.
Why Businesses Use Our LinkedIn Scraper
How Our LinkedIn Scraper Works
Share Requirements
Tell us which LinkedIn pages to target, what fields you need, and how often.
We Build the Scraper
Our engineers configure the LinkedIn Scraper with proxy rotation, anti-bot bypass, and data cleaning.
Receive Clean Data
Structured LinkedIn data delivered in your preferred format — CSV, JSON, API, or database.
DataScraper.in vs Building It Yourself
You're too big for manual copy-paste, too small to justify a full scraping infrastructure team. DataScraper.in is built for exactly that gap.
| Feature | Build Yourself | SaaS Tool | ✓ DataScraper.in |
|---|---|---|---|
| Setup Time | 2–4 weeks | Minutes | 48 hours |
| Anti-Bot Handling | Manual | Limited | Enterprise proxies |
| Maintenance | You maintain it | Tool updates break it | We maintain |
| Cost | $500–2,000/mo dev | $99–499/month | Starts from $20 |
| Data Quality | Variable | Generic | QA verified |
| Support | None | Email tickets | WhatsApp direct |
| Delivery Time | Weeks | Hours | 48 hours |
LinkedIn is One of the Most Aggressively Bot-Protected Sites on the Internet. We Handle It Automatically.
Our infrastructure is purpose-built to bypass Cloudflare, DataDome, PerimeterX, and reCAPTCHA at scale — so you always get clean data, not block pages. 99.2% success rate across all active scrapers.
Data in Your Preferred Format
See What Your LinkedIn Data Looks Like
We send a free sample before any payment. Here's what a typical data row looks like — clean, structured, and ready to use.
[
{
"full_name_and_professional_headline": "LinkedIn — Sample Record #1",
"current_company_and_job_title": "$49.99",
"location": 4.7,
"source_url": "https://linkedin.com/item/12345",
"scraped_at": "2025-06-28T10:32:00Z"
},
{ "...": "50–100 records in free sample" }
]Free sample of 50–100 records provided before payment. No credit card required.
Frequently Asked Questions
Everything you need to know about our web scraping services.
Scraping publicly visible LinkedIn profile data has been affirmed as legal by the US 9th Circuit Court (hiQ Labs v. LinkedIn, 2022). We extract only data visible to unauthenticated users and operate within GDPR and IT Act guidelines. We do not scrape private messages or connection lists.
Yes. We extract publicly visible employee profiles for a given company page, including name, headline, job title, location, and LinkedIn URL. This is commonly used for account-based marketing (ABM) and competitive team intelligence.
Yes. LinkedIn uses aggressive bot detection including fingerprinting, rate limiting, and login walls. We use stealth browser automation, residential proxies, and session rotation to extract data reliably without triggering blocks.
Without login, publicly visible fields include: full name, professional headline, current company and title, location, profile summary snippet, skills, and LinkedIn profile URL. Email addresses are not publicly visible but can be added via enrichment tools like Apollo or Hunter.
Also Popular: Other Platform Scrapers
First 50 records FREE — no credit card required.
Get LinkedIn Data Delivered in 48 Hours
Free sample dataset before you pay. Tell us what fields you need and we'll build your custom scraper.