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from $3.58 / 1,000 profile scrapeds

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LinkedIn Profile Scraper - Extract Public Profile Data

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Scrape public LinkedIn profiles by username or URL. Returns name, headline, about, positions, education, skills, activities, and articles.

Pricing

from $3.58 / 1,000 profile scrapeds

Rating

0.0

(0)

Developer

Data Scrapers

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Total users

Monthly active users

10 days ago

Last modified

LinkedIn Profile Extractor & Enricher (No Login Required) ✅

unseenuser/LinkedIn-Profile

Extract complete LinkedIn profile data - experience, education, skills, certifications, location, headline. No login, no cookies. Built for B2B sales and lead-gen teams.

Unseen User

2.5K

5.0

(4)

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

215

5.0

(1)

LinkedIn Profile API | Scrape Public Profile Data

johnvc/linkedin-profile-api

Collect public LinkedIn person profiles as clean, structured JSON. Send one or many profile URLs and get name, headline, location, current company, experience, education, and follower counts. Reliable, pay per profile, MCP-ready for Claude and AI agents.

John

198

5.0

(7)

LinkedIn Profile Posts Scraper - Bulk [NO COOKIES] ✅

unseenuser/LinkedIn-Content

Scrape every post from a list of LinkedIn profiles in one bulk run. One flat row per post: text, hashtags, engagement, reaction breakdowns, media, and the original post behind every repost. Filter by exact dates. No login, no cookies. Built for competitor analysis, social listening and ABM.

Unseen User

364

5.0

(4)

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.

Matvey

202

5.0

(4)

Profile Full Sections Scraper for LinkedIn + EMAIL | No Cookies

apimaestro/linkedin-profile-full-sections-scraper

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

API Maestro

3.9K

5.0

(8)

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

929

5.0

(3)

Linkedin Profile Posts Scraper (No Cookie)

datadoping/linkedin-profile-posts-scraper

For just $1.2 per 1,000 posts, scrape LinkedIn posts of a profile and extract full content, engagement stats, and author details using their profile URL. Note: If you're on free tier you can only scrape 4 profile and 100 posts per profile per run (12 profiles in total)

Data Doping

899

5.0

(2)

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.

Mina

Linkedin Mass People Profile Finder

data_link_miner/linkedin-mass-people-profile-finder

Automatically match keywords search to LinkedIn people profiles. This actor helps you find the correct LinkedIn profile associated with a fullname, jobtitle, company name. It is designed for mass enrichment, making it ideal for lead generation, CRM enrichment, and data cleaning workflows.