4.6 out of five star rating on Trustpilot

LinkedIn Crawler

Crawl LinkedIn at scale across profiles, posts, companies, and jobs. Collect public data such as ID, name, city, position, about, posts, current company, experience, company size, industry, employee profiles, corporate activities, and much more.

Contact sales Start free

10 scrapers

Free tier - 5K records
a month for free
Scrape on demand via API or no-code scraper
Pay only for successfully delivered results
Bulk request handling, up to 5K URLs

Trusted by 50,000+ customers worldwide

Web Scrapers

Available LinkedIn crawlers

Remove the need to develop and maintain the infrastructure. Simply extract high volume LinkedIn web data, and ensure scalability and reliability using LinkedIn web scraper APIs or LinkedIn no-code scrapers.

Just want LinkedIn data? Skip scraping.
Purchase a LinkedIn dataset

LinkedIn Crawler Pricing

Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.

Get 25% off on Scraper API for 3 months. Use code APIS25 at checkout.

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Free Tier

records

Start free

5K records per month
No credit card required
Expert support

Pay as you go

$1.5/1K record

Start free

Pay only for success
Set monthly spend limits
Unlimited concurrency
Expert support

Scale

$499 /month

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384,000 records included
$1.3/1K additional records
Unlimited concurrency
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SSO

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Every plan gives you full access - pay less per record as you scale

Data Collection

Automated proxy management
Full browser rendering
CAPTCHA solving

Performance at Scale

Unlimited concurrency
Batch & scheduled collection
Job management APIs

Data Delivery

Data validation & discovery
Data parsing (JSON or CSV)
Webhook or API delivery

CODE EXAMPLES

Easily crawl LinkedIn data without worrying about being blocked.

Scraper API Call

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"

import requests
import json

headers = {
    "Authorization": "Bearer API_TOKEN",
    "Content-Type": "application/json",
}
payload = [{"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/"}]
response = requests.post(
    "https://api.brightdata.com/datasets/v3/trigger"
    "?dataset_id=gd_l1viktl72bvl7bjuj0&format=json&uncompressed_webhook=true",
    headers=headers,
    json=payload,
)
print(response.json())

const response = await fetch(
  "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_l1viktl72bvl7bjuj0&format=json&uncompressed_webhook=true",
  {
    method: "POST",
    headers: {
      "Authorization": "Bearer API_TOKEN",
      "Content-Type": "application/json",
    },
    body: JSON.stringify([{"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/"}]),
  }
);
const data = await response.json();
console.log(data);

Response payload

[
  {
    "db_source": "1789233410509",
    "timestamp": "2026-09-12",
    "id": "mar***-ro***ts-*********1b6***",
    "name": "Marsha R******, **",
    "city": "Walnut Creek, California, United States",
    "country_code": "US",
    "position": "Chief of Staff\/APIC Hospital Operations Kaiser Walnut Creek Med Center; President, CAL Alumni Association Board",
    "about": "The***rma***te *********rou********************* la***************************************"
  },
  {
    "db_source": "1789233410509",
    "timestamp": "2026-09-12",
    "id": "men***kha***811***",
    "name": "Menna ** S****h",
    "city": "Al Jizah, Egypt",
    "country_code": "EG",
    "position": "Junior Architect",
    "about": "•As***rec*** gr********* ar*********************ng ***************************************"
  },
  {
    "db_source": "1789233410509",
    "timestamp": "2026-09-12",
    "id": "pri***914***213***",
    "name": "Priya *",
    "city": "Bengaluru, Karnataka, India",
    "country_code": "IN",
    "position": "HSBC | MBA- SIBM Bengaluru ( 2022-2024) | B. Com (2018-2021)",
    "about": null
  },
  {
    "db_source": "1789233410509",
    "timestamp": "2026-09-12",
    "id": "тат***а-к***сти*********422***",
    "name": "Тат***а К***сти******",
    "city": "Russia",
    "country_code": "RU",
    "position": "флорист - мегафлаверс",
    "about": null
  },
  {
    "db_source": "1789233410509",
    "timestamp": "2026-09-12",
    "id": "guo***an-***707******",
    "name": "Guo Q**n **",
    "city": "Hong Kong, Hong Kong SAR",
    "country_code": "HK",
    "position": null,
    "about": null
  }
]

Scraper API Call

curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.linkedin.com/pulse/ab-test-optimisation-earlier-decisions-new-readout-de-b%C3%A9naz%C3%A9?trk=public_profile_article_view"},{"url":"https://www.linkedin.com/posts/orlenchner_scrapecon-activity-7180537307521769472-oSYN?trk=public_profile"},{"url":"https://www.linkedin.com/posts/karin-dodis_web-data-collection-for-businesses-bright-activity-7176601589682434049-Aakz?trk=public_profile"},{"url":"https://www.linkedin.com/pulse/getting-value-out-sunburst-guillaume-de-b%C3%A9naz%C3%A9?trk=public_profile_article_view"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_lyy3tktm25m4avu764&format=json&uncompressed_webhook=true"

import requests
import json

headers = {
    "Authorization": "Bearer API_TOKEN",
    "Content-Type": "application/json",
}
payload = [{"url":"https://www.linkedin.com/pulse/ab-test-optimisation-earlier-decisions-new-readout-de-b%C3%A9naz%C3%A9?trk=public_profile_article_view"},{"url":"https://www.linkedin.com/posts/orlenchner_scrapecon-activity-7180537307521769472-oSYN?trk=public_profile"},{"url":"https://www.linkedin.com/posts/karin-dodis_web-data-collection-for-businesses-bright-activity-7176601589682434049-Aakz?trk=public_profile"},{"url":"https://www.linkedin.com/pulse/getting-value-out-sunburst-guillaume-de-b%C3%A9naz%C3%A9?trk=public_profile_article_view"}]
response = requests.post(
    "https://api.brightdata.com/datasets/v3/trigger"
    "?dataset_id=gd_lyy3tktm25m4avu764&format=json&uncompressed_webhook=true",
    headers=headers,
    json=payload,
)
print(response.json())

const response = await fetch(
  "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_lyy3tktm25m4avu764&format=json&uncompressed_webhook=true",
  {
    method: "POST",
    headers: {
      "Authorization": "Bearer API_TOKEN",
      "Content-Type": "application/json",
    },
    body: JSON.stringify([{"url":"https://www.linkedin.com/pulse/ab-test-optimisation-earlier-decisions-new-readout-de-b%C3%A9naz%C3%A9?trk=public_profile_article_view"},{"url":"https://www.linkedin.com/posts/orlenchner_scrapecon-activity-7180537307521769472-oSYN?trk=public_profile"},{"url":"https://www.linkedin.com/posts/karin-dodis_web-data-collection-for-businesses-bright-activity-7176601589682434049-Aakz?trk=public_profile"},{"url":"https://www.linkedin.com/pulse/getting-value-out-sunburst-guillaume-de-b%C3%A9naz%C3%A9?trk=public_profile_article_view"}]),
  }
);
const data = await response.json();
console.log(data);

Response payload

[
  {
    "db_source": "1789254069874",
    "timestamp": "2026-09-12",
    "url": "https:\/\/www.linkedin.com\/posts\/caitlin-fitzgerald-0589ab17a_combining-btigs-market-expertise-with-the-activity-748495795...",
    "id": "7484957953754820608",
    "user_id": "cai***n-f***ger*********b17***",
    "use_url": "https:\/\/www.linkedin.com\/in\/caitlin-fitzgerald-0589ab17a",
    "title": "BTI***nd ***. B*********er ********************* | ***************************************************",
    "headline": "Com***ing***IG’*********exp********************* an*********************"
  },
  {
    "db_source": "1789254069874",
    "timestamp": "2026-09-12",
    "url": "https:\/\/www.linkedin.com\/posts\/powerco-se_one-topic-that-never-loses-relevance-in-battery-activity-7490051382109159424-n...",
    "id": "7490051382109159424",
    "user_id": "pow***o-s***",
    "use_url": "https:\/\/de.linkedin.com\/company\/powerco-se",
    "title": "One***pic***at *********es *********************dev*********************************************************************...",
    "headline": "One***pic***at *********es *********************dev******************"
  },
  {
    "db_source": "1789254069874",
    "timestamp": "2026-09-12",
    "url": "https:\/\/de.linkedin.com\/posts\/europahaus-mayrhofen_europahausmayrhofen-tagenmitweitblick-activity-7441725506309287937-T8...",
    "id": "7441725506309287937",
    "user_id": "eur***hau***ayr******",
    "use_url": "https:\/\/at.linkedin.com\/company\/europahaus-mayrhofen?trk=public_post_feed-actor-image",
    "title": "#eu***aha***ayr*********gen*********************tig*********************************************************************...",
    "headline": "🌿 ***hha***ge *********sti*********************er ************************"
  },
  {
    "db_source": "1789254069874",
    "timestamp": "2026-09-12",
    "url": "https:\/\/www.linkedin.com\/posts\/ben-liang_lack-of-customer-loyalty-is-forcing-retailers-activity-7254872454567714816-E9x2",
    "id": "7254872454567714816",
    "user_id": "ben***ang***",
    "use_url": "https:\/\/www.linkedin.com\/in\/ben-liang?trk=public_post_feed-actor-image",
    "title": "Lac***f c***ome********* is********************* ex*********************",
    "headline": "As ***hli***ed *********nt *********************cus************************************************************"
  },
  {
    "db_source": "1789254069874",
    "timestamp": "2026-09-12",
    "url": "https:\/\/www.linkedin.com\/posts\/stephwium-simplyondemand_soapbox-moment-can-we-please-talk-about-activity-724658710949756...",
    "id": "7246587109497569280",
    "user_id": "ste***ium***mpl*********",
    "use_url": "https:\/\/nz.linkedin.com\/in\/stephwium-simplyondemand?trk=public_post_feed-actor-image",
    "title": "Soa***x m***nt *********ple*********************rm ***************************************************",
    "headline": "Ste***nie***um’*********"
  }
]

Scraper API Call

curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://il.linkedin.com/company/ibm"},{"url":"https://www.linkedin.com/company/figueroa-real-estate/"},{"url":"https://www.linkedin.com/organization-guest/company/the-kraft-heinz-company"},{"url":"https://il.linkedin.com/company/bright-data"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_l1vikfnt1wgvvqz95w&format=json&uncompressed_webhook=true"

import requests
import json

headers = {
    "Authorization": "Bearer API_TOKEN",
    "Content-Type": "application/json",
}
payload = [{"url":"https://il.linkedin.com/company/ibm"},{"url":"https://www.linkedin.com/company/figueroa-real-estate/"},{"url":"https://www.linkedin.com/organization-guest/company/the-kraft-heinz-company"},{"url":"https://il.linkedin.com/company/bright-data"}]
response = requests.post(
    "https://api.brightdata.com/datasets/v3/trigger"
    "?dataset_id=gd_l1vikfnt1wgvvqz95w&format=json&uncompressed_webhook=true",
    headers=headers,
    json=payload,
)
print(response.json())

const response = await fetch(
  "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_l1vikfnt1wgvvqz95w&format=json&uncompressed_webhook=true",
  {
    method: "POST",
    headers: {
      "Authorization": "Bearer API_TOKEN",
      "Content-Type": "application/json",
    },
    body: JSON.stringify([{"url":"https://il.linkedin.com/company/ibm"},{"url":"https://www.linkedin.com/company/figueroa-real-estate/"},{"url":"https://www.linkedin.com/organization-guest/company/the-kraft-heinz-company"},{"url":"https://il.linkedin.com/company/bright-data"}]),
  }
);
const data = await response.json();
console.log(data);

Response payload

[
  {
    "db_source": "1789252751871",
    "timestamp": "2026-09-12",
    "id": "optical-disc-solutions-ods-",
    "name": "Optical Disc Solutions (ODS)",
    "country_code": "RO",
    "locations": [
      "Piata Presei Libere 1, Corp A2, Etaj 3, sector 1, Bucuresti, Bucuresti 013701, RO"
    ],
    "followers": 79,
    "employees_in_linkedin": 9
  },
  {
    "db_source": "1789252751871",
    "timestamp": "2026-09-12",
    "id": "sud-compliance-\u0026-consulting-group",
    "name": "SUD Compliance \u0026 Consulting Group",
    "country_code": "US",
    "locations": [
      "2377 Gold Meadow Way Gold River, California 95670, US"
    ],
    "followers": 2,
    "employees_in_linkedin": 4
  },
  {
    "db_source": "1789252751871",
    "timestamp": "2026-09-12",
    "id": "tales-of-marigold",
    "name": "Tales of Marigold",
    "country_code": "IN",
    "locations": [
      "Bangalore, IN"
    ],
    "followers": 6,
    "employees_in_linkedin": 1
  },
  {
    "db_source": "1789252751871",
    "timestamp": "2026-09-12",
    "id": "bemyva",
    "name": "BeMyVA",
    "country_code": "GB",
    "locations": [
      "52 High Street Harrow, HA1 3LL, GB"
    ],
    "followers": 17,
    "employees_in_linkedin": 0
  },
  {
    "db_source": "1789252751871",
    "timestamp": "2026-09-12",
    "id": "iso-ventures",
    "name": "ISO Ventures",
    "country_code": "US",
    "locations": [
      "New York, NY, US"
    ],
    "followers": 1,
    "employees_in_linkedin": 0
  }
]

Scraper API Call

curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '[{"url":"https://www.linkedin.com/jobs/view/software-engineer-at-epic-3986111804?_l=en"},{"url":"https://www.linkedin.com/jobs/view/software-engineer-at-pave-4310512612/"}]' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_lpfll7v5hcqtkxl6l&format=json&uncompressed_webhook=true"

import requests
import json

headers = {
    "Authorization": "Bearer API_TOKEN",
    "Content-Type": "application/json",
}
payload = [{"url":"https://www.linkedin.com/jobs/view/software-engineer-at-epic-3986111804?_l=en"},{"url":"https://www.linkedin.com/jobs/view/software-engineer-at-pave-4310512612/"}]
response = requests.post(
    "https://api.brightdata.com/datasets/v3/trigger"
    "?dataset_id=gd_lpfll7v5hcqtkxl6l&format=json&uncompressed_webhook=true",
    headers=headers,
    json=payload,
)
print(response.json())

const response = await fetch(
  "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_lpfll7v5hcqtkxl6l&format=json&uncompressed_webhook=true",
  {
    method: "POST",
    headers: {
      "Authorization": "Bearer API_TOKEN",
      "Content-Type": "application/json",
    },
    body: JSON.stringify([{"url":"https://www.linkedin.com/jobs/view/software-engineer-at-epic-3986111804?_l=en"},{"url":"https://www.linkedin.com/jobs/view/software-engineer-at-pave-4310512612/"}]),
  }
);
const data = await response.json();
console.log(data);

Response payload

[
  {
    "db_source": "1789259048253",
    "timestamp": "2026-09-12",
    "url": "https:\/\/www.linkedin.com\/jobs\/view\/arborist-team-leader-at-ocs-4457322627?_l=en",
    "job_posting_id": "4457322627",
    "job_title": "Arborist Team Leader",
    "company_name": "OCS",
    "company_id": "270946",
    "job_location": "Tenby, Wales, United Kingdom"
  },
  {
    "db_source": "1789259048253",
    "timestamp": "2026-09-12",
    "url": "https:\/\/www.linkedin.com\/jobs\/view\/retail-sales-advisor-merthyr-at-oak-furnitureland-4466322370?_l=en",
    "job_posting_id": "4466322370",
    "job_title": "Retail Sales Advisor - Merthyr",
    "company_name": "Oak Furnitureland",
    "company_id": "2318443",
    "job_location": "Merthyr Tydfil, Wales, United Kingdom"
  },
  {
    "db_source": "1789259048253",
    "timestamp": "2026-09-12",
    "url": "https:\/\/www.linkedin.com\/jobs\/view\/finance-assistant-at-net-world-sports-4464145250?_l=en",
    "job_posting_id": "4464145250",
    "job_title": "Finance Assistant",
    "company_name": "Net World Sports",
    "company_id": "9240552",
    "job_location": "Wrexham, Wales, United Kingdom"
  },
  {
    "db_source": "1789259048253",
    "timestamp": "2026-09-12",
    "url": "https:\/\/www.linkedin.com\/jobs\/view\/relief-retail-security-officer-at-mitie-cleaning-hygiene-services-4464510676?_l=en",
    "job_posting_id": "4464510676",
    "job_title": "Relief Retail Security Officer",
    "company_name": "Mitie Cleaning \u0026 Hygiene Services",
    "company_id": "71553473",
    "job_location": "Swansea, Wales, United Kingdom"
  },
  {
    "db_source": "1789259048253",
    "timestamp": "2026-09-12",
    "url": "https:\/\/www.linkedin.com\/jobs\/view\/engineering-manager-railway-engineering-services-at-wsp-in-the-uk-ireland-4418149822?...",
    "job_posting_id": "4418149822",
    "job_title": "Engineering Manager - Railway Engineering Services",
    "company_name": "WSP in the UK \u0026 Ireland",
    "company_id": "166984",
    "job_location": "Cardiff, Wales, United Kingdom"
  }
]

API for Seamless LinkedIn Data Access

Comprehensive, Scalable, and Compliant Web Data Extraction

Tailored to your workflow

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

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.

Battle-proven infrastructure

Bright Data’s platform powers 50,000+ companies worldwide, offering peace of mind with 99.99% uptime, access to 400M+ real user IPs covering 195 countries.

Industry leading compliance

Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA.

Simplified LinkedIn crawling

LinkedIn Company Crawler

Crawl LinkedIn company pages and collect data such as company name, company ID, industry, company size, headquarters, description, follower count, website URL, and much more.

LinkedIn Groups Crawler

Crawl LinkedIn groups and collect data such as group name, group ID, description, member count, post URL, post content, date posted, number of reactions and comments, and much more.

LinkedIn Jobs Crawler

Crawl LinkedIn job listings and collect data such as job title, job ID, company name, location, date posted, employment type, seniority level, job description, and much more.

LinkedIn Post Crawler

Crawl LinkedIn posts and collect data such as post URL, post ID, content, date posted, author name, author profile URL, number of reactions, comments, shares, and much more.

LinkedIn Profiles Crawler

Crawl LinkedIn profiles and collect data such as full name, profile URL, headline, current position, company, location, connection count, education history, skills, and much more.

LinkedIn crawling use cases

Effective competitive analysis

Leverage firmographic data to track company growth, identify key companies, professionals, employee movement between companies, and more efficient competitive intelligence and analysis.

Market trends & growth

Evaluate company growth and industry trends for data-driven decision-making. Hedge funds, VCs, and financial firms looking to enhance their investment analysis gain massive value from scraping LinkedIn data (public).

B2B company data

Fuel your lead generation pipeline and sales intelligence with high-quality data on companies and employees by integrating and enriching your CRM.

Leading the way in ethical web data collection

We have set the gold standard for ethical and compliant web data practices. Our peer network is built on trust, with every member personally opting in and the guarantee of zero personal data collection. We champion the collection of only publicly available data, backed by an industry-leading Know Your Customer process and a transparent Acceptable Use Policy. Our global, multilingual Compliance & Ethics team, the first of its kind, ensures we stay ahead of regulatory changes and best practices.

Why 50,000+ Customers Choose Bright Data

100% Compliant

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

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
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

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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.
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

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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
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