LinkedIn Profile Scraper (No Login, No Cookies)

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.

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.

LinkedIn Scraper at Scale Without Cookie

freshdata/fresh-linkedin-profile-data

Get real-time LinkedIn profile data, including experience, education, current company and more.

LinkedIn Profile Scraper ( no cookies )

mina_safwat/linkedin-profile-scraper-no-cookies

Scrapes public LinkedIn profiles. Provide a list of URLs and get structured profile data — name, headline, location, experience, education, and recent activity.

LinkedIn Profile Scraper

automation-lab/linkedin-profile-scraper

Extract LinkedIn profile data at scale — name, headline, location, about, work experience, education, follower count, and profile image. No login required. Pure HTTP with residential proxy.

LinkedIn Profile - Email 📧 + Mobile Number 📞​

leadsman/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.

Profile Details Scraper for LinkedIn + EMAIL (No Cookies)

apimaestro/linkedin-profile-detail

Scrape comprehensive LinkedIn profile data including work experience, education history, certifications, and location details. Get structured information from any public LinkedIn profile using their username.

LinkedIn Profile Reactions Scraper (No Cookies)

harvestapi/linkedin-profile-reactions

Extract LinkedIn profile reactions, as well as full post data and social activities. No cookies or account required. Concurrency + fast response times

Extract complete public LinkedIn profiles for up to 1,000 people in a single run — experience, education, certifications, skills, and location. Optionally find business emails. No login or cookies required.

LinkedIn Profile Search Scraper (No Cookies) Find all people

harvestapi/linkedin-profile-search

Search for LinkedIn profiles with filters and extract detailed profile information, including work experience, education history, location, and more. No cookies or account required.