LinkedIn Profile Scraper

LinkedIn Profile Scraper

LinkedIn Profile Scraper powered by Icypeas. Upload a list of LinkedIn profile URLs to find their information. Supports CSV, TSV, and semicolon-separated formats. Returns all the LinkedIn information about profiles.

SOCIAL_MEDIALEAD_GENERATIONSEO_TOOLSApify

LinkedIn Profile Scraper Actor

Scrape LinkedIn profiles in bulk powered by Icypeas.

Input Parameters

The input should be a list of LinkedIn profile URLs:

FieldTypeRequiredDescription
linkedinUrlsArray of StringsYesList of LinkedIn profile URLs

Each URL must be in the format: https://www.linkedin.com/in/username

Example:

Input Example

Output Format

1{
2"profile": {
3"name": "John Doe",
4"headline": "CEO at Company",
5"location": "Paris, France",
6"connections": 500,
7"languages": "English, French",
8"url": "https://www.linkedin.com/in/johndoe"
9},
10"currentPosition": {
11"title": "Chief Executive Officer",
12"company": "Company Name",
13"location": "Paris, France"
14},
15"education": [
16{
17"degree": "Master's Degree",
18"school": "University Name",
19"field": "Computer Science"
20}
21],
22"experience": [
23{
24"title": "Previous Role",
25"company": "Previous Company",
26"location": "Location",
27"description": "Role description"
28}
29]
30}

Usage Example

You can also integrate this Actor into your own product by adding just a few lines of code

1const run = await client.actor('icypeas_official/linkedin-profile-scraper').call({
2"linkedinUrls": [
3"https://www.linkedin.com/in/corentin-ribeyre-30085a3b",
4"https://www.linkedin.com/in/pierre-baptiste-landoin-icypeas"
5]
6});
7const { items } = await client.dataset(run.defaultDatasetId).listItems();
8console.log(items);

Pricing

About Icypeas

Professional B2B prospecting tools:

  • Email Finder
  • Email Verifier
  • Domain Scanner
  • LinkedIn Profile/Company Scraper

Visit Icypeas.com

Technical Details

Limitations

  • Single profile scraper: 20 calls /sec
  • Single company scraper: 20 calls /sec
  • Bulk profile scraper: 20 calls /sec (with up to 50 rows per call)
  • Bulk company scraper: 20 calls /sec (with up to 50 rows per call)

Error Handling

The Actor handles various error cases:

  • Invalid LinkedIn URLs
  • API authentication errors
  • Rate limit exceeded
  • Network timeouts
  • Scraping failures

Support

For any issues or questions:

License

This Actor is provided by Icypeas. Usage is subject to Icypeas's Terms of Service.

Frequently Asked Questions

Is it legal to scrape job listings or public data?

Yes, if you're scraping publicly available data for personal or internal use. Always review Websute's Terms of Service before large-scale use or redistribution.

Do I need to code to use this scraper?

No. This is a no-code tool — just enter a job title, location, and run the scraper directly from your dashboard or Apify actor page.

What data does it extract?

It extracts job titles, companies, salaries (if available), descriptions, locations, and post dates. You can export all of it to Excel or JSON.

Can I scrape multiple pages or filter by location?

Yes, you can scrape multiple pages and refine by job title, location, keyword, or more depending on the input settings you use.

How do I get started?

You can use the Try Now button on this page to go to the scraper. You’ll be guided to input a search term and get structured results. No setup needed!