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LinkedIn Leads Scraper

Turn any LinkedIn people search into a clean leads list — full profile data + verified emails, at scale.

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users2 users
runs20 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.

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Schedule

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

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Export

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

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69 data attributes per lead

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

url

Direct URL to the LinkedIn profile

Export Leads
Public Identifier

LinkedIn public profile slug used in the profile URL

williamhgates
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First Name

First name of the LinkedIn member

Bill
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Last Name

Last name of the LinkedIn member

Gates
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Full Name

Full name of the LinkedIn member

Bill Gates
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email

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
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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
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industry

Industry of the LinkedIn member

Philanthropic Fundraising Services
Scrape Profile Details
vmid

LinkedIn internal member ID (numeric vmid)

251749025
Scrape Profile Details
Sales Nav Url

Sales Navigator URL for the LinkedIn member

Scrape Profile Details
Connection Degree

Connection degree between the scraping account and this member (1, 2, 3, Out of Network)

2
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Connections Url

URL to see the connections of this LinkedIn member

Scrape Profile Details
Mutual Connections Url

URL to see mutual connections with this LinkedIn member

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Mutual Connections Text

Human-readable text describing mutual connections

3 mutual connections
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Picture Url

Profile picture URL of the LinkedIn member

Scrape Profile Details
Background Picture Url

Background/banner picture URL of the LinkedIn member

Scrape Profile Details
Is Creator

Whether the member has Creator mode enabled

True
Scrape Profile Details
Open To Work

Whether the member has the Open To Work frame on their profile picture

False
Scrape Profile Details
Num Connections

Number of connections the member has

500
Scrape Profile Details
Num Followers

Number of followers the member has

35,000,000
Scrape Profile Details
skills

List of skills listed on the member's profile

[
  "Software Development",
  "Philanthropy"
]
Scrape Profile Details
Job 1

Most recent job position (structured object)

{}
Scrape Profile Details
Job 1 Title

Job title of the most recent position

Co-chair
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Job 1 Company Name

Company name of the most recent position

Bill & Melinda Gates Foundation
Scrape Profile Details
Job 1 Company Url

LinkedIn company URL for the most recent position

Scrape Profile Details
Job 1 Company Logo

Company logo URL for the most recent position

Scrape Profile Details
Job 1 Location

Location of the most recent position

Seattle, WA
Scrape Profile Details
Job 1 Description

Description of the most recent position

Leading philanthropic initiatives...
Scrape Profile Details
Job 1 Start Year

Start year of the most recent position

2,000
Scrape Profile Details
Job 1 Start Month

Start month of the most recent position

1
Scrape Profile Details
Job 1 End Year

End year of the most recent position (null if current)

Scrape Profile Details
Job 1 End Month

End month of the most recent position (null if current)

Scrape Profile Details
Job 2

2nd most recent job position (structured object)

{}
Scrape Profile Details
Job 2 Title

Job title of the 2nd position

Scrape Profile Details
Job 2 Company Name

Company name of the 2nd position

Scrape Profile Details
Job 2 Company Url

Company URL of the 2nd position

Scrape Profile Details
Job 2 Company Logo

Company logo URL of the 2nd position

Scrape Profile Details
Job 2 Location

Location of the 2nd position

Scrape Profile Details
Job 2 Description

Description of the 2nd position

Scrape Profile Details
Job 2 Start Year

Start year of the 2nd position

Scrape Profile Details
Job 2 Start Month

Start month of the 2nd position

Scrape Profile Details
Job 2 End Year

End year of the 2nd position

Scrape Profile Details
Job 2 End Month

End month of the 2nd position

Scrape Profile Details
Job 3

3rd most recent job position (structured object)

{}
Scrape Profile Details
Job 3 Title

Job title of the 3rd position

Scrape Profile Details
Job 3 Company Name

Company name of the 3rd position

Scrape Profile Details
Job 3 Company Url

Company URL of the 3rd position

Scrape Profile Details
Job 3 Company Logo

Company logo URL of the 3rd position

Scrape Profile Details
Job 3 Location

Location of the 3rd position

Scrape Profile Details
Job 3 Description

Description of the 3rd position

Scrape Profile Details
Job 3 Start Year

Start year of the 3rd position

Scrape Profile Details
Job 3 Start Month

Start month of the 3rd position

Scrape Profile Details
Job 3 End Year

End year of the 3rd position

Scrape Profile Details
Job 3 End Month

End month of the 3rd position

Scrape Profile Details
Education 1

Most recent education entry (school name, field of study, dates)

{}
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Education 2

2nd education entry

{}
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Education 3

3rd education entry

{}
Scrape Profile Details
Interests Companies

List of companies the member follows on LinkedIn

[]
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Interests Groups

List of LinkedIn groups the member has joined

[]
Scrape Profile Details
Featured 1

First featured post or article on the member's profile

{}
Scrape Profile Details
Featured 2

Second featured post or article

{}
Scrape Profile Details
Featured 3

Third featured post or article

{}
Scrape Profile Details
jobs

Full list of all job positions (raw array)

[]
Scrape Profile Details
educations

Full list of all education entries (raw array)

[]
Scrape Profile Details
functions

Additional enrichment functions enabled for this record

[]
Export Leads
Scraping Time

Timestamp when this record was scraped

Apr 1, 2026
Export Leads
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Fast

1 lead per minute
Lightning-fast performance

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Solid

99.95% task success rate
Dependable, reliable data every time

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Cost-competitive

$1 per 1000 leads
Top affordability worldwide

Simulator plan

Trusted by the best

Used obsessively by the data-hungry around the world

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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.

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