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Turn LinkedIn Profile
into structured data

Extract public LinkedIn profile details from profile URLs or IDs: names, headlines, locations, about sections, follower counts, experience, and education.

Try LinkedIn Profile API

01-Integration

Integrate LinkedIn Profile API your way

Connect to Scrape.ly using Python, JavaScript, HTTP, cURL, OpenAPI, or MCP and start extracting LinkedIn Profile data in minutes.

from scrapely_client import ScrapelyClient

client = ScrapelyClient('YOUR_TOKEN', api_url='https://api.scrape.ly')

run = client.actor('cornerledger/linkedin-profile-scraper').call(

run_input={'queries': ['https://www.linkedin.com/in/williamhgates']}

)

for item in client.dataset(run.default_dataset_id).iterate_items():

print(item)

02-Input & Output

Send a profile URL, get structured profile data

Pass profile URLs, public identifiers, and profile IDs into Scrape.ly. Get structured outputs with names and headlines, locations, about sections, experience and education, and follower and connection counts, and more.

Input

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{
 "queries": [
  "https://www.linkedin.com/in/williamhgates"
 ]
}

Output

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{
 "publicIdentifier": "williamhgates",
 "firstName": "Bill",
 "lastName": "Gates",
 "headline": "Chair, Gates Foundation and Founder, Breakthrough Energy",
 "location": {
  "linkedinText": "Seattle, Washington, United States"
 },
 "followerCount": 41000000,
 "currentPosition": [
  {
   "companyName": "Gates Foundation"
  }
 ],
 "linkedinUrl": "https://www.linkedin.com/in/williamhgates"
}

Step 1

Create your Scrape.ly account

Create your account and get access to ready-made APIs, scrapers, and automation tools.

Step 2

Get your Scrape.ly API token

Copy your API token from the Scrape.ly dashboard and use it to authenticate your requests.

Step 3

Connect LinkedIn Profile API

Choose Python, JavaScript, HTTP, or MCP and connect Scrape.ly to your app or workflow.

Step 4

Fetch LinkedIn Profile data

Send your profile URLs, public identifiers, and profile IDs, then receive clean structured data ready for analysis.

Step 1

Create your Scrape.ly account

Create your account and get access to ready-made APIs, scrapers, and automation tools.

Step 2

Get your Scrape.ly API token

Copy your API token from the Scrape.ly dashboard and use it to authenticate your requests.

Step 3

Connect LinkedIn Profile API

Choose Python, JavaScript, HTTP, or MCP and connect Scrape.ly to your app or workflow.

Step 4

Fetch LinkedIn Profile data

Send your profile URLs, public identifiers, and profile IDs, then receive clean structured data ready for analysis.

04-Why Scrape.ly

Everything you need to extract data reliably

Scrape.ly gives you ready-made APIs, proxy support, monitoring, exports, integrations, and scalable infrastructure in one platform.

Never Get Blocked

Use built-in proxy support to reduce blocks, rate limits, and failed requests.

Export Any Format

Get results in JSON, CSV, Excel, XML, HTML table, RSS, or other workflow-friendly formats.

Monitor Every Run

Track scraper status, performance, failures, retries, and outputs from one dashboard.

Built-In Integrations

Connect with webhooks, APIs, automation tools, cloud apps, and internal systems.

Scalable Infrastructure

Run small tests or high-volume extraction jobs without rebuilding your scraping stack.

Developer-Friendly

Use clean APIs, SDKs, docs, examples, and structured outputs built for real workflows.

Never Get Blocked

Use built-in proxy support to reduce blocks, rate limits, and failed requests.

Export Any Format

Get results in JSON, CSV, Excel, XML, HTML table, RSS, or other workflow-friendly formats.

Monitor Every Run

Track scraper status, performance, failures, retries, and outputs from one dashboard.

Built-In Integrations

Connect with webhooks, APIs, automation tools, cloud apps, and internal systems.

Scalable Infrastructure

Run small tests or high-volume extraction jobs without rebuilding your scraping stack.

Developer-Friendly

Use clean APIs, SDKs, docs, examples, and structured outputs built for real workflows.

05-AI-Ready Data

FeedLinkedIn Profiledata into your tools instantly

Connect Scrape.ly with your apps, dashboards, sheets, agents, and automation workflows to turn LinkedIn Profile data into action.

Browse integrations API Reference

06-Explore APIs

The internet is full of data.
Start owning yours.

Scrape.ly gives you the infrastructure, the tooling, and the team to extract, process, and operationalize web data at any scale. Setup takes minutes. The advantage lasts forever.

Get Started Free Book a Demo

No credit card. No setup calls.