free

new

LinkedIn Profile & Email Scraper (No Login)

Name: LinkedIn Profile & Email Scraper (No Login)
Author: lobstr.io

Extract all data from any LinkedIn profile, no login needed — 200+ data points & verified emails.

Download sample

48 users

2258 runs

Trusted worldwide by the best

Export profiles from LinkedIn — right now

Extract

Capture 200+ data points from any list of LinkedIn profile URLs — jobs, education, skills, certifications, languages, and verified emails — no login required.

Schedule

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

Export

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

43 data attributes per profile

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

IDAttributeDescriptionEXAMPLEFUNCTION

Full Name

First + last name concatenated.

Bill Gates

Export Profiles

First Name

First name on the profile.

Bill

Export Profiles

Last Name

Last name on the profile.

Gates

Export Profiles

Email found via Lobstr.io's enrichment service (when Email Enrichment is enabled). Costs 9 credits per email found.

bill@gatesfoundation.org

Export Profiles

Email Status

Validation status of the enriched email (valid, risky, etc.).

valid

Export Profiles

headline

Profile headline (the short tagline shown under the name).

Co-chair, Bill & Melinda Gates Foundation

Export Profiles

summary

Full About / summary section of the profile.

Co-chair of the Bill & Melinda Gates Foundation…

Export Profiles

Top Skills

First few skill names joined with ' • ' (matches competitor's topSkills shape).

Pharmacology • Patient Counseling

Export Profiles

Location Name

Human-readable location string from the profile.

Seattle, Washington, United States

Export Profiles

Country Code

ISO country code resolved from geoLocation.

Export Profiles

Full Name

First + last name concatenated.

Bill Gates

Export Profiles

First Name

First name on the profile.

Bill

Export Profiles

Last Name

Last name on the profile.

Gates

Export Profiles

Email found via Lobstr.io's enrichment service (when Email Enrichment is enabled). Costs 9 credits per email found.

bill@gatesfoundation.org

Export Profiles

Email Status

Validation status of the enriched email (valid, risky, etc.).

valid

Export Profiles

headline

Profile headline (the short tagline shown under the name).

Co-chair, Bill & Melinda Gates Foundation

Export Profiles

summary

Full About / summary section of the profile.

Co-chair of the Bill & Melinda Gates Foundation…

Export Profiles

Top Skills

First few skill names joined with ' • ' (matches competitor's topSkills shape).

Pharmacology • Patient Counseling

Export Profiles

Location Name

Human-readable location string from the profile.

Seattle, Washington, United States

Export Profiles

Country Code

ISO country code resolved from geoLocation.

Export Profiles

Fast

20 profiles per minute
Lightning-fast performance

Solid

99.95% task success rate
Dependable, reliable data every time

Cost-competitive

$1.5 per 1000 profiles
Top affordability worldwide

Live

Built to run.

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

100.00%

incident-free runs · last 90 days

incidents · 90 days

100%

resolved

—

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 profiles?

Yes! Scraping public data is fully legal as long as you have lawful access to the information and you extract it in a non-substantial way. For detailed guidance, see our legality of web scraping blog.

Do I need to log in or sync a LinkedIn account?

No login required. This crawler runs cookieless — no Chrome extension, no account sync, no credentials. Just paste your profile URLs and start scraping.

What data can I extract from a profile?

200+ data points per profile. Full name, headline, summary, location, industry, every job and education entry, skills, certifications, courses, projects, publications, honors, languages, volunteer experience, photos, and verified emails — everything publicly visible.

Is there any data this scraper does not collect?

Yes — a few fields require a logged-in session, which this version doesn't use. It does not collect recommendations, connection count, follower count, open-to-work/hiring signals, or verified status, since that data isn't available without logging in. Need those? Use our LinkedIn Profile Scraper, which syncs your account.

How do I get verified emails?

Just flip the email enrichment toggle on. Lobstr.io then finds verified business emails through our email discovery service and attaches them to each scraped profile. It's optional — leave it off if you only need profile data.

How accurate are the emails?

Over 97% of the emails we find are verified, so your bounce rate stays under 3%. That means high deliverability and better outreach performance.

What do I provide as input?

A list of LinkedIn profile URLs. Paste one or thousands of linkedin.com/in/... links and you'll get the full data set back for each profile.

How many profiles can I scrape per day?

No per-account daily cap. Since there's no login, you're not bound by LinkedIn's per-account view limits — scrape at volume within fair-use. Add more capacity to go bigger.

How fast is the scraper?

Up to 20 profiles per minute. Run it in the cloud and it keeps going while you work on something else.

What export formats are supported?

CSV, Excel, JSON, or direct push to Google Sheets — plus the lobstr.io API for full automation. Pick whatever fits your workflow.

Ready to get started?

Export your first profiles for free.

Contact sales