LinkedIn Profile Scraper - No Login, No Cookies

Scrape public LinkedIn profiles without login, cookies, or API keys. Extract name, headline, location, job titles, employers, education, followers, Top Voice badge, bio & photo. No account ban risk.

Open on Apify ↗ Read the guide

Pricing

Pay per event

Charged only on successful results.

Output

JSON / CSV

Clean schema, ready for ETL.

Runtime

15 runs

3 users total

Infra

Hosted

No setup — runs in the cloud on Apify.

What it returns

Scrape public LinkedIn profiles without login, cookies, or API keys. Extract name, headline, location, job titles, employers, education, followers, Top Voice badge, bio & photo.

How to run it

Open the actor on Apify (button above).
Fill the input schema — most fields have sensible defaults.
Click Run. Results land in the dataset within minutes.
Export as JSON or CSV, or pull via the dataset API.

Guides for this scraper

lead-generation

How to Scrape LinkedIn Profiles With No Login or Cookies

Scrape public LinkedIn profiles with no login, no cookies, and zero account-ban risk. Pull name, headline, employers, education, followers and Top Voice badges.

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