free

LinkedIn Leads Scraper

Name: LinkedIn Leads Scraper
Author: lobstr.io

Scrape all leads from LinkedIn People Search with 60+ data points — verified emails & phones included

Download sample

32 users

298 runs

Trusted worldwide by the best

Export leads from LinkedIn — right now

Extract

Feed any LinkedIn people search URL and get a full leads export: 50+ fields per profile, jobs, education, skills, interests and verified emails.

Schedule

Automate Instagram data collection on daily, weekly, or monthly schedules.

Export

Export all Reel data to Google Sheets, email, or S3 — fully automated.

69 data attributes per lead

Every scrape returns structured data you can export as CSV, JSON, or via API.

IDAttributeDescriptionEXAMPLEFUNCTION

url

Direct URL to the LinkedIn profile

https://www.linkedin.com/in/williamhgates

Export Leads

Public Identifier

LinkedIn public profile slug used in the profile URL

williamhgates

Export Leads

First Name

First name of the LinkedIn member

Bill

Export Leads

Last Name

Last name of the LinkedIn member

Gates

Export Leads

Full Name

Full name of the LinkedIn member

Bill Gates

Export Leads

Email address found or enriched for this LinkedIn member

bill@microsoft.com

Email Enrichment

Email Status

Validation status of the email address (e.g. valid, risky, invalid)

valid

Email Enrichment

headline

LinkedIn headline / job title of the member

Co-chair, Bill & Melinda Gates Foundation

Export Leads

description

LinkedIn profile summary / about section

Sharing things I'm learning through my foundation work and other interests.

Scrape Profile Details

location

Geographic location of the LinkedIn member

Seattle, Washington, United States

Export Leads

url

Direct URL to the LinkedIn profile

https://www.linkedin.com/in/williamhgates

Export Leads

Public Identifier

LinkedIn public profile slug used in the profile URL

williamhgates

Export Leads

First Name

First name of the LinkedIn member

Bill

Export Leads

Last Name

Last name of the LinkedIn member

Gates

Export Leads

Full Name

Full name of the LinkedIn member

Bill Gates

Export Leads

Email address found or enriched for this LinkedIn member

bill@microsoft.com

Email Enrichment

Email Status

Validation status of the email address (e.g. valid, risky, invalid)

valid

Email Enrichment

headline

LinkedIn headline / job title of the member

Co-chair, Bill & Melinda Gates Foundation

Export Leads

description

LinkedIn profile summary / about section

Sharing things I'm learning through my foundation work and other interests.

Scrape Profile Details

location

Geographic location of the LinkedIn member

Seattle, Washington, United States

Export Leads

Fast

1 lead per minute
Lightning-fast performance

Solid

99.95% task success rate
Dependable, reliable data every time

Cost-competitive

$0.5 per 1000 leads
Top affordability worldwide

Live

Built to run.

Most scrapers break in silence. This one doesn't — and we show it, openly.

98.53%

incident-free runs · last 90 days

incidents · 90 days

100%

resolved

125 min

median time to fix

90 days agoToday

Operational

Degraded

Down

Resolved incident

Open incident

How we measure →

Tracked from every run. Incidents stay on the record even after they're fixed.

Simulator plan

Trusted by the best

Used obsessively by the data-hungry around the world

5,000+ data nerds are scraping from the internet every day, using our solid 1-click data scraping powerhouses. Collect data at massive scale with seamless integration. Join the crowd.

★★★★★

Frequently Asked Questions

Is it legal to scrape LinkedIn search results?

Yes — scraping publicly accessible data is fully legal as long as you have lawful access and extract it in a non-substantial way. For details, see our legality of web scraping guide.

Do I need to provide my LinkedIn login credentials?

No. Lobstr.io syncs via a Chrome extension and uses session cookies, not your password. We never store your credentials. How account sync works.

Can my LinkedIn account get banned?

Not with lobstr.io. We strictly respect LinkedIn's rate limits to keep your account safe — no risky hacks. See our ban avoidance guide.

What data do you extract from each lead?

You get 50+ attributes per profile: full name, headline, location, industry, connection degree, connections and follower counts, full job history (up to 10), education (up to 10), skills, interests, groups, featured posts, profile and background pictures — plus verified email when enrichment is on.

How do you find verified emails?

We find them for you via our email discovery service. Flip PARAM EMAIL ENRICHMENT on and every scraped lead comes with a verified business email and status. Over 97% accuracy, bounce rate under 3%.

What input does it accept?

Any LinkedIn people search URL. Apply your filters directly on LinkedIn — keywords, location, industry, school, company, connection degree — then paste the URL. We scrape every matching result.

How many leads can I scrape per day?

It depends on your LinkedIn account type: 10 searches per day on Basic, up to 200 on Premium (1 search = 1 page of people results). Add more accounts to scale safely. Full breakdown in our LinkedIn limits guide.

Can I cap results per search?

Yes — use the Max Results parameter. Set a value like 50 or 100 and the scraper stops once that many leads are collected per search. Ideal for testing or targeted outreach batches.

Can I skip profile enrichment to go faster?

Yes. Turn PARAM SCRAPE PROFILE DETAILS off to pull only search-level data (name, headline, location, URL). Leave it on to get the full jobs, education, skills and featured posts for every lead.

How fast is it?

We process 1 enriched profile per minute per synced account. Slow and steady keeps LinkedIn happy — sync more accounts to scale throughput safely.

Ready to get started?

Export your first leads for free.

Contact sales