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.
Charged only on successful results.
Clean schema, ready for ETL.
3 users total
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
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