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Home/How-To Guides/How to Scrape LinkedIn People Search
LinkedIn

How to Scrape LinkedIn People Search

Extract people search data from LinkedIn at scale

Step-by-step guide

1

Choose your LinkedIn people search scraper

Navigate to the LinkedIn People Search scraper and select "Fresh Scrape" for real-time data or "Quick Lookup" for pre-collected records. Each record costs 1 credit.

2

Provide your LinkedIn input URLs

Paste the LinkedIn URLs you want to scrape — one per line, or upload a CSV. Scrapernode accepts direct profile links, search result URLs, and hashtag pages.

3

Launch your scraping job

Click "Start Extraction" to begin. Scrapernode handles proxy rotation, rate limiting, and anti-bot detection automatically. Jobs typically complete in under 60 seconds per batch.

4

Download structured data

Once complete, download your results as JSON or CSV. Each record includes 7 structured fields like url, name, subtitle, location, and more.

5

Automate with webhooks or API

Set up webhooks to receive data automatically when jobs complete, or use the REST API for programmatic scraping. Integrate with n8n, Make, or Zapier for workflow automation.

Cost per record

1 credit

Output fields

7 fields

Output formats

JSON, CSV

Sample Output

Preview the data you'll receive — 5 sample records

Record 1 of 5
Url
sample_url
Name
Sarah Chen
Subtitle
Staff Software Engineer at Meta
Location
San Francisco, CA
Experience
Array [2]
Object {3}
role:"VP of Engineering"
company:"Stripe"
years:"2021-present"
Object {3}
role:"Staff Engineer"
company:"Google"
years:"2017-2021"
Education
Array [1]
Object {2}
degree:"M.S. Computer Science"
school:"Stanford University"
Avatar
https://media.licdn.com/dms/image/v2/photo_1.jpg

Data Dictionary

7 fields returned per record

LinkedIn profile URL of the discovered person (100.00% fill rate)

Full name of the person (100.00% fill rate)

Professional headline or subtitle (34.28% fill rate)

Geographic location of the person (99.92% fill rate)

Current or recent work experience (37.30% fill rate)

Educational background (63.51% fill rate)

URL to profile avatar image (96.38% fill rate)

Frequently Asked Questions

Common questions about How to Scrape LinkedIn People Search

Ready to scrape LinkedIn?

Start extracting linkedin people search data in minutes. No code required — just paste your URLs and go.

Go to LinkedIn People Search scraperBrowse all guides
No code requiredJSON & CSV exportAPI & webhook support