Code examples
Benefits
Infrastructure
Pricing
FAQ
DatasetsManaged data collection

LinkedIn Scraper

Easily get public LinkedIn data without worrying about scraper development, infrastructure maintenance, or getting blocked.
  • Scrape LinkedIn effortlessly with our No-Code Scraper or Scraper API
  • Instantly access 655M+ ready-to-use profiles, companies, and jobs
  • Strict validation checks ensure high-quality data

Trusted by 20,000+ customers worldwide

CODE EXAMPLES

Dedicated endpoints for 100+ domains.

Input
JSON 
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.linkedin.com/in/elad-moshe-05a90413/"},{"url":"https://www.linkedin.com/in/jonathan-myrvik-3baa01109"},{"url":"https://www.linkedin.com/in/aviv-tal-75b81/"},{"url":"https://www.linkedin.com/in/bulentakar/"},{"url":"https://www.linkedin.com/in/nnikolaev/"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_l1viktl72bvl7bjuj0&format=json&uncompressed_webhook=true"
Output
JSON 
[
  {
    "db_source": "1784202467790",
    "timestamp": "2026-07-16",
    "id": "ane***-ka***m-8*********",
    "name": "aneesa k****m",
    "city": "South Africa",
    "country_code": "ZA",
    "position": "--",
    "about": null
  },
  {
    "db_source": "1784202467790",
    "timestamp": "2026-07-16",
    "id": "lil***ia-***b0a******",
    "name": "Lili ***",
    "city": "Algeria",
    "country_code": "DZ",
    "position": "Aide chez Citi",
    "about": null
  },
  {
    "db_source": "1784202467790",
    "timestamp": "2026-07-16",
    "id": "ber***is-***y-8*********",
    "name": "berkhais m**y",
    "city": "Nabeul, Tunisia",
    "country_code": "TN",
    "position": "--",
    "about": null
  },
  {
    "db_source": "1784202467790",
    "timestamp": "2026-07-16",
    "id": "san***p-k***r-y*********eep******************",
    "name": "sandeep k***r y***v s*****p k***r",
    "city": "Kakori, Uttar Pradesh, India",
    "country_code": "IN",
    "position": "--",
    "about": null
  },
  {
    "db_source": "1784202467790",
    "timestamp": "2026-07-16",
    "id": "mar***n-s***iag*********69",
    "name": "Maryann S******o",
    "city": "Philippines",
    "country_code": "PH",
    "position": "Supervisor Assistant at SMK Electronics",
    "about": null
  }
]

Just want data? Skip scraping.
Purchase a LinkedIn dataset

DEPLOY FASTER

One API call. Tons of data.

Data Discovery

Detecting data structures and patterns to ensure efficient, targeted extraction of data.

Bulk Request Handling

Reduce server load and optimize data collection for high-volume scraping tasks.

Data Parsing

Efficiently converts raw HTML into structured data, easing data integration and analysis.

Data validation

Ensure data reliability and save time on manual checks and preprocessing.

Every 15 minutes, our customers scrape enough data to train ChatGPT from scratch.

Want to learn more?

Talk to an expert to discuss your LinkedIn Web LP scraping needs

Contact sales

Why 20,000+ Customers Choose Bright Data

compliant

100% Compliant

Scraped data is ethically obtained and compliant with all privacy laws.
support

24/7 Global Support

A dedicated team of data professionals is here to help.

Complete Data Coverage

Access 400 million+ global IPs to scrape data from any website.

Unmatched Data Quality

Advanced technologies and validation methods for quality data.

Powerful Infrastructure

Scrape high-volume data without getting blocked.

Custom Solutions

Get tailored solutions to meet unique needs and goals.

Bright Data is used by world's top brands

We help businesses grow with secure, scalable, flexible data management.
  • I recommend using Bright Data’s products for any company, especially in the finance industry. Bright Data is trustworthy and compliant, the service is great, the products are flawless and their network is fast and stable.
    Xiaolong Shi
    Crawler Engineer at Bitget
  • nicholas renotte
    Bright Data has their own proxy infrastructure which helps keep your web data flowing plus, their web unlocker helps beat any pesky CAPTCHAs that might be holding you back.
    Nicholas Renotte
    Data Science Specialist
    Watch now
  • Charmagne-Cruz
    From my experience, Bright Data’s service has been invaluable. Bright Data helped us collect enough public web data to meet our needs, and with its support and development staff, we optimized many of our processes.
    Charmagne Cruz
    Head of Reporting & Analytics, Business Technologies and Pricing at Shopee Philippines Inc.
  • Man in black suit sitting with a neutral expression.
    Having the best quality and quantity of data is the most important thing, and that’s where the combination of Bright Data and tgndata works.
    George Koutsoudopoulos
    CEO at tgndata
    Watch now
  • Man in light purple shirt, blue background.
    We are really impressed with the reliability, and very happy with Bright Data overall. We have a regular communication channel with our account manager, who is very helpful.
    Yorgos Panzaris
    CTO at Convert Group
  • Man in blue shirt with arms crossed.
    We are very pleased with the partnership with Bright Data. Everything’s been good, the network has been very stable, we’re happy with the customer service and the support staff is bar none in our book.
    Cheddi Rai
    CEO at AdRetreaver
UNDER THE HOOD

Never worry about proxies and CAPTCHAs again

  • Automatic IP Rotation
  • CAPTCHA Solver
  • User Agent Rotation
  • Custom Headers
  • JavaScript Rendering 
  • Residential Proxies
PRICING

Starts from $0.001/record

Pricing is based on the number of records and domain type.
WEB SCRAPER API
Free Trial Available
  • Pay as you go plan available
  • Automated validation
  • 24/7 human support
Start now
Datasets
Free Sample Available
  • Ready-to-use, structured data, fully refreshed monthly
  • Starting at $250 for 100K records
  • New year promo - 80% monthly subscription
Start now
MANAGED SERVICES
Free Trial Available
  • fully managed data collection service
  • Starts from $1,000/month
Start now
FLEXIBLE

Tailored to your workflow

Get structured LinkedIn data in JSON, NDJSON, or CSV files through Webhook or API delivery.

SCALABLE

Built-in infrastructure and unblocking

Get maximum control and flexibility without maintaining proxy and unblocking infrastructure. Easily scrape data from any geo-location while avoiding CAPTCHAs and blocks.

STABLE

Battle-proven infrastructure

Bright Data’s platform powers over 20,000+ companies worldwide, offering peace of mind with 99.99% uptime, access to 400M+ monthly real user IPs covering 195 countries.

COMPLIANT

Industry leading compliance

Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA – respecting requests to exercise privacy rights and more.

LinkedIn Scraper API

Start now

LinkedIn Scraper API FAQs

The LinkedIn Scraper API is a powerful tool designed to automate data extraction from the LinkedIn website, allowing users to efficiently gather and process large volumes of data for various use cases.

The LinkedIn Scraper API works by sending automated requests to the LinkedIn website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.

The data points that can be collected with the LinkedIn Scraper API include user profiles, job listings, company information, connections, and other relevant data.

Yes, the LinkedIn Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.

Absolutely! The LinkedIn Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors’ activities, trends, and strategies on the LinkedIn website.

The LinkedIn Scraper API offers flawless integration with various platforms and tools. You can use it with your existing data pipelines, CRM systems, or analytics tools to improve your data processing capabilities.

There are no specific usage limits for the LinkedIn Scraper API, offering you the flexibility to scale as needed. Prices start from $0.001 per record, ensuring cost-effective scalability for your web scraping projects.

Yes, we offer dedicated support for the LinkedIn Scraper API. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.

Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.

JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).