LinkedIn scraper API

What you can scrape from LinkedIn

• LinkedIn Profile Scraper

  Fresh, No Cookies

  Scrape fresh LinkedIn profile data in bulk from profile URLs. Export structured JSON, CSV, or Excel with experience, education, skills, job, company, and location fields. No LinkedIn login or cookies. $4 per 1,000 profiles.

  runs/30d

  12.1K

  users/30d

  147

  LinkedIn$4.00 / 1K results

• LinkedIn Post Performance Scraper

  Paste a LinkedIn post URL and get the numbers behind it: likes, comments, shares, the full reaction breakdown, author details, post text and media attachments. No cookies, no login.

  runs/30d

  8.2K

  users/30d

  24

  LinkedIn$4.00 / 1K results

• LinkedIn Company Posts Scraper

  LinkedIn Company Posts Scraper - extract public data cookieless.

  runs/30d

  3.1K

  users/30d

  46

  LinkedIn$4.00 / 1K results

• LinkedIn Profile Posts Scraper

  LinkedIn Profile Posts Scraper - extract public data cookieless.

  runs/30d

  1.1K

  users/30d

  43

  LinkedIn$4.00 / 1K results

• LinkedIn Post Engagers Scraper

  Paste a LinkedIn post URL and get everyone who engaged with it — commenters, reactors, reposters — deduplicated into one list with full LinkedIn profile data. No cookies, no login.

  runs/30d

  947

  users/30d

  6

  LinkedIn$15.00 / 1K results

• LinkedIn Company Scraper

  LinkedIn Company Scraper - extract public data cookieless.

  runs/30d

  321

  users/30d

  9

  LinkedIn$4.00 / 1K results

• LinkedIn People Search (ICP)

  Find LinkedIn people and decision-makers with ICP filters - job title, seniority, function, company, location, industry and more. No cookies.

  runs/30d

  271

  users/30d

  8

  LinkedIn$4.00 / 1K results

• LinkedIn Company Employees

  Get the people who work at one or more LinkedIn companies, with optional title, seniority, function and location filters. No cookies.

  runs/30d

  129

  users/30d

  2

  LinkedIn$4.00 / 1K results

• LinkedIn Job Change Tracker

  Track LinkedIn job changes - people starting a new role, leaving a company, or being promoted - filtered by company, title, location and recency. No cookies.

  runs/30d

  73

  users/30d

  6

  LinkedIn$4.00 / 1K results

• LinkedIn Job Scraper

  Fetch full details for LinkedIn job postings by job ID or URL - title, description, salary, seniority, workplace type, apply counts and the hiring company. No cookies.

  runs/30d

  46

  users/30d

  3

  LinkedIn$4.00 / 1K results

• LinkedIn Post Reactions

  Extract people and entities that reacted to public LinkedIn posts. Get reaction type, name, headline, LinkedIn URL, IDs, and timestamps in clean JSON or CSV—no cookies or LinkedIn login required.

  runs/30d

  40

  users/30d

  3

  LinkedInfrom $1.50 / 1K results

• LinkedIn Post Comments

  Extract root comments and available top replies from public LinkedIn post URLs, including commenter names, profile URLs, headlines, timestamps, reply totals, and reaction breakdowns. Batch up to 1,000 posts and export structured JSON, CSV, or Excel—no LinkedIn cookies or login required.

  runs/30d

  39

  users/30d

  2

  LinkedInfrom $1.50 / 1K results

• LinkedIn Post Reposts

  Extract reposts and reshares from public LinkedIn post URLs, including reposter names, profile URLs when available, headlines, repost text, timestamps, and content-author details. Batch up to 1,000 posts and export structured JSON, CSV, or Excel—no LinkedIn cookies or login required.

  runs/30d

  33

  users/30d

  3

  LinkedInfrom $1.50 / 1K results

• LinkedIn Profile Engagers Scraper

  Enter a LinkedIn profile URL and get everyone who engaged across their recent posts — commenters, reactors, reposters — deduplicated into one list and ranked by engagement frequency. Full LinkedIn profile data, no cookies, no login.

  runs/30d

  32

  users/30d

  3

  LinkedIn$15.00 / 1K results

• LinkedIn Profile Reactions

  Extract posts reacted to by public LinkedIn profiles, including action labels, post text, authors, timestamps, engagement counts, reaction breakdowns, attachments, and shared-post context. Batch up to 1,000 profiles and export JSON, CSV, or Excel—no LinkedIn cookies or login required.

  runs/30d

  29

  users/30d

  1

  LinkedIn$2.00 / 1K results

• LinkedIn Engagement Audience Builder

  Build one ranked warm audience from many LinkedIn sources. Enter several competitor or creator profile URLs; the Actor scans all their posts, extracts everyone who engaged, deduplicates the people, and ranks them by engagement frequency. No cookies, no login.

  runs/30d

  19

  users/30d

  0

  LinkedIn$15.00 / 1K results

• LinkedIn Profile Comments

  Extract comments written by one or more public LinkedIn profiles, with the commented-on post and engagement context.

  runs/30d

  17

  users/30d

  1

  LinkedIn$2.00 / 1K results

• LinkedIn Warm Path Finder

  Find who in your network can introduce you to any target. Enter your team's or alumni's LinkedIn profiles and the people or companies you want to reach; the Actor returns ranked warm paths — shared employers, overlapping tenure, shared schools — plus the best connector to ask. No cookies.

  runs/30d

  17

  users/30d

  2

  LinkedIn$30.00 / 1K results

• LinkedIn Company Search (ICP)

  Find LinkedIn companies with ICP filters - industry, location, headcount, company type, technology and followers. No cookies.

  runs/30d

  15

  users/30d

  1

  LinkedIn$4.00 / 1K results

• LinkedIn Champion Tracker

  Track your champions and closed-lost contacts and get alerted when they change jobs. Enter LinkedIn profile URLs; the Actor stores a baseline and returns only the movers — their old and new role, the new employer's firmographics, and a re-engagement score. No cookies, no login.

  runs/30d

  15

  users/30d

  1

  LinkedIn$50.00 / 1K results

• LinkedIn Talent Flow Mapper

  See where a company's talent comes from and where it goes. Enter a LinkedIn company URL; the Actor reads recent job-change events — who joined, who left, who was promoted — and maps feeder companies, destination companies, notable movers, and net flow. No cookies, no login.

  runs/30d

  14

  users/30d

  1

  LinkedIn$40.00 / 1K results

• LinkedIn Account Intent Feed

  Turn LinkedIn post engagement into an account-level intent feed. Enter competitor or creator profile URLs (or post URLs); the Actor finds everyone who engaged, resolves their company, and returns one row per account with engager counts, engagement mix, and an intent score.

  runs/30d

  14

  users/30d

  1

  LinkedIn$40.00 / 1K results

• LinkedIn Competitor Content Intelligence

  Analyze what content works for your competitors on LinkedIn. Enter competitor profile or company URLs; the Actor reads their recent posts and returns themes, posting cadence, formats, engagement benchmarks, and their top-performing posts. No cookies, no login.

  runs/30d

  14

  users/30d

  1

  LinkedIn$30.00 / 1K results

• LinkedIn Market Map Builder

  Map your whole market from a few seeds. Enter known-good companies or ICP filters; the Actor expands them through LinkedIn's own similar-pages data and ICP search into a segmented, attributed company universe — seeds, lookalikes, and ICP matches — each with firmographics. No cookies, no login.

  runs/30d

  14

  users/30d

  0

  LinkedIn$20.00 / 1K results

• LinkedIn Competitor Hijack Leads

  Turn your competitors' audiences into your pipeline. Enter competitor profile or company URLs; the Actor finds everyone who engaged with their posts, scores each person by seniority and engagement depth, resolves their company, and honours your exclusion list. No cookies, no login.

  runs/30d

  14

  users/30d

  2

  LinkedIn$40.00 / 1K results

• LinkedIn Why-Now Account Brief

  Get briefed on any account in one run. Enter a LinkedIn company URL; the Actor combines headcount and hiring trends, open roles, recent posts and engagement, funding, and recent job changes into a single why-now brief with a score and talking points. No cookies, no login.

  runs/30d

  14

  users/30d

  1

  LinkedIn$100 / 1K results

• LinkedIn Executive Post Monitor

  Never miss a target's post. Track the executives and prospects you care about; the Actor remembers what it has already seen and returns only the posts published since the last run — so you can be the first to comment. No cookies, no login.

  runs/30d

  13

  users/30d

  1

  LinkedIn$30.00 / 1K results

• LinkedIn Hiring Pulse

  Spot the accounts in a buying window. Enter LinkedIn company URLs; the Actor reads LinkedIn's own headcount and hiring trends, open roles by function, median tenure, and alumni counts, then returns a hiring-pulse score per account. No cookies, no login.

  runs/30d

  13

  users/30d

  1

  LinkedIn$50.00 / 1K results

• LinkedIn Buying-Committee Mapper

  Turn one company into its buying committee. Enter a LinkedIn company URL; the Actor finds the senior people who matter and maps each to a committee role — economic buyer, technical buyer, champion, user, or blocker — with title, function, tenure, and profile. No cookies, no login.

  runs/30d

  13

  users/30d

  1

  LinkedIn$40.00 / 1K results

• LinkedIn Talent Mapper

  Map the whole talent market, company-first. Enter role, seniority, function, location, and industry filters; the Actor returns the people who exist in that market — ranked, with title, company, tenure, and profile. No cookies, no login.

  runs/30d

  12

  users/30d

  1

  LinkedIn$30.00 / 1K results

• LinkedIn Skill Mapper

  Find where a rare skill actually lives. Enter a technology or skill plus optional location and industry filters; the Actor returns the companies where that skill concentrates, with counts and share, so hard-to-fill roles become findable. No cookies, no login.

  runs/30d

  12

  users/30d

  1

  LinkedIn$30.00 / 1K results

Example request

Every LinkedIn scraper follows the same shape: POST a JSON body to the actor's run endpoint and read typed records back. Here it is in cURL, Node.js and Python.

curl -X POST "https://api.apify.com/v2/acts/data-slayer~linkedin-profile-scraper/run-sync-get-dataset-items" \
  -H "Authorization: Bearer $APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "linkedin_urls": [
      "https://www.linkedin.com/in/williamhgates"
    ]
  }'

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });

const run = await client.actor('data-slayer/linkedin-profile-scraper').call({
  "linkedin_urls": [
    "https://www.linkedin.com/in/williamhgates"
  ]
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

import os
from apify_client import ApifyClient

client = ApifyClient(os.environ["APIFY_TOKEN"])

run = client.actor("data-slayer/linkedin-profile-scraper").call(run_input={
    "linkedin_urls": [
        "https://www.linkedin.com/in/williamhgates",
    ],
})

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

{
  "full_name": string,
  "job_title": string,
  "current_company_name": string,
  "profile_headline": string,
  "company_industry": string,
  "company_website": string,
  "location": string,
  "country": string,
  "profile_link": string,
  "linkedin_sales_link": string,
  "connections": integer,
  "followers": integer,
  "is_premium": boolean,
  "is_creator": boolean,
  // + 1 more fields
}

Pricing

LinkedIn scrapers are priced per result, from $1.50 per 1,000 results, billed through your Apify account. There is no subscription and no seat minimum, and failed runs are not billed as results.

Frequently asked questions