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LinkedIn Profile Scraper - No Login, No Cookies

Try for free

No-login LinkedIn profile scraper & API alternative. Export public people data to CSV/JSON - bulk profile data extraction, no cookies.

Pricing

from $5.50 / 1,000 results

Rating

0.0

(0)

Developer

Logiover

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

Changelog

2026-09-01

Fleet-wide health check. Verified against this Actor's real run history: 30-day success rate, output row counts, per-field fill rates, and peak memory against the configured memory limit.
Reviewed for the failure patterns that have cost this fleet runs — unguarded proxy setup, retry loops that can outlast the run's own time budget, and full-page HTML parsing that can exhaust a small container.
No change to input, output fields or scraping logic.

2026-08-11

Maintenance release: refreshed the build and dependencies.
Re-verified live execution, non-empty structured output and dataset field/type integrity.
Reviewed reliability (retries, pagination) and output quality as part of a full-fleet QA pass.

2026-08-01

Completed the August 2026 full health check: verified empty/programmatic default, Console UI default, and two source-informed alternative inputs on Apify.
Confirmed successful live execution, non-empty structured output, dataset-field/type integrity, and logical sample quality within the 5-minute quality window.
Replaced the field-level output schema with a canonical results dataset link so run results open correctly in the Apify Console.

2026-07-18

Fixed field mixing between education and companies. LinkedIn's JSON-LD now files board memberships under alumniOf (e.g. Starbucks, The Business Council, Fred Hutch) and some schools under worksFor (e.g. University of Chicago); the parser previously mapped alumniOf→education and worksFor→companies blindly, so schools and board seats landed in the wrong arrays.
Both source arrays are now pooled and each organisation is classified: schools (by JSON-LD EducationalOrganization/CollegeOrUniversity type, a /school/ URL, or a school-name heuristic) go to education; everything else (employers and board roles) goes to companies. Results are de-duplicated per array.
Output field keys and shapes are unchanged (companies keep startDate/endDate, education keep startYear/endYear); currentCompany and all core fields (name, headline, bio, location, followerCount, image, badges) are untouched.

2026-07-12

Empty input now works: running with {} browses a popular default set of public profiles instead of erroring — the Actor always returns data out of the box.
No filters are mandatory anymore (profiles is optional).
Added a maxResults option (default 100) to bound large lists and the default run so it stays fast and cheap.
Made the run graceful — the crawler is wrapped so an early stop is logged and already-scraped records are kept (run still finishes successfully).
Default proxy group is now RESIDENTIAL (LinkedIn blocks datacenter IPs with HTTP 999) for far more reliable results out of the box.
Added per-field titles/descriptions to the dataset schema for a clearer Dataset view and cleaner exports.

2026-06-28

Health check passed — actor verified working end-to-end on Apify platform.
Changelog refreshed for Store quality compliance.

2026-06-20

Maintenance & reliability pass: re-verified end-to-end against live data and confirmed the Actor completes successfully within the 5-minute quality window on the default input.
Refreshed the prefilled example input and tuned run defaults for faster, lower-cost runs.

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