Pricing

from $1.60 / 1,000 profile scrapeds

LinkedIn Profile Scraper — Experience, Skills & Career Data

Collect accessible public LinkedIn profile data with available company and contact enrichment. Cookieless inputs. Bulk export: JSON, CSV, Excel and API. PPE: from $1.2/1K profile results; start fee, usage extra.

Pricing

from $1.60 / 1,000 profile scrapeds

Rating

5.0

(1)

Developer

Apivault Labs

Actor stats

Bookmarked

133

Total users

Monthly active users

a day ago

Last modified

LinkedIn Profile Scraper ✅ NO COOKIES

atomus/linkedin-profile-scraper

Scrape LinkedIn profiles into structured records: name, title, headline, summary, company, location, skills, education, and work history. Submit up to 5,000 URLs per run, each returns one record. Pay only for profiles found; not-found and errors are free. No account or cookies needed.

Atomus APIs

846

5.0

(3)

Linkedin User Profile Scraper

muhammad_usama/apify-person

Scrapes Linkedin.com Person data in Realtime.

Muhammad Usama

5.0

(2)

Linkedin Profile Scraper with Email & Company Data (No Cookie)

datadoping/linkedin-profile-scraper

For just $3 per 1,000 profiles, LinkedIn Profile with Email & Company Data and get complete lead information, including verified emails, using their username, URL, or URN. This advanced scraper integrates with tools like Apollo, Hunter, Lusha etc. to ensure accurate and up-to-date email data.

Data Doping

5.2K

3.4

(11)

LinkedIn Profile Scraper + Email (No Cookies)

harvestapi/linkedin-profile-scraper

Extract detailed information from LinkedIn profiles in bulk, including complete work experience, education history, skills and more. No cookies or account required.

HarvestAPI

82K

4.6

(93)

LinkedIn Profile Scraper

calm_builder/linkedin-profile-scraper

Scrape public LinkedIn profiles by URL or username, no login or cookies. Get full work history with job titles, education, complete skills, certifications, languages, projects and honors as JSON, plus optional recent posts with comments. Only retrieved profiles are charged.

Coder

164

5.0

(1)

Linkedin Profile Scraper ✅ No cookie

supreme_coder/linkedin-profile-scraper

Scrape Linkedin profiles without risking your Linkedin account. Live data

Supreme Coder

9.1K

4.9

(32)

LinkedIn To Email

anchor/linkedin-to-email

LinkedIn to Email turns LinkedIn URLs into an email at scale. LinkedIn2email is the best and cheapest tool for any task related to LinkedIn outreach. Relies on fresh data you need to keep a good reputation score.

Anchor

1.2K

5.0

(3)

LinkedIn Profile Posts Scraper

data-slayer/linkedin-profile-posts-scraper

LinkedIn Profile Posts Scraper - extract public data cookieless.

Data Slayer

355

LinkedIn Profile Scraper — No Cookies

lergassy/linkedin-profile-scraper

[$3/1K profiles] LinkedIn profiles without login or cookies: name, headline, current title and company, location, about, followers, connections, full experience with dates, education, website, latest posts. Missing and private profiles are free. No account at risk.