LinkedIn Profile Scraper with Company & Credential Data

Turn a list of public LinkedIn profile URLs into structured records with headline, work history, education, certifications, honors, volunteer work, and current-employer company details.

Open in Apify Store$0.99 / 1K on Free

Short answer

LinkedIn Profile Scraper with Company & Credential Data is an Apify Store Actor for LinkedIn data that returns 33 published output fields, including name, headline, location, currentTitle. It lists $0.99 per 1,000 results on the Free plan (pay per event), $0.49 on the Business plan. It takes 3 input settings; one is required (profileUrls). It covers 6 of the 8 core LinkedIn fields this site tracks. Last updated Nov 10, 2026.

From the public Store listing and published build schema, synced 2026-11-12.
LinkedIn AutomationLead generationSocial media

What it returns

33 fields from the published dataset schema. Export as JSON, CSV or Excel, or read the dataset through the Apify API.

  • name
  • headline
  • location
  • currentTitle
  • currentCompany
  • followersCount
  • connectionsCount
  • connectionsText
  • profileUrl
  • scrapedAt
  • summary
  • profilePicture
  • profileUrn
  • publicIdentifier
  • currentSchool
  • allTitles
  • currentPositions
  • pastPositions
  • education
  • recentPosts
  • recentArticles
  • certifications
  • recommendations
  • languages
  • publications
  • patents
  • courses
  • instructorCourses
  • skills
  • badges
Show the other 3 fields
  • websites
  • inputUrl
  • order

Not in the schema among the core LinkedIn fields: posted_at, content. The field matrix shows which other tools return them.

How it differs from the other LinkedIn Actors

Among the 19 catalogue Actors for LinkedIn with a published schema, only this one returns profileUrn, publicIdentifier, education, recentPosts, recentArticles.

Pick another Actor if you need

Fields other LinkedIn catalogue Actors return that LinkedIn Profile Scraper with Company & Credential Data does not
ActorFields it addsPrice / 1K
LinkedIn Guest-View Profile Data Extractor accessRung, services, honorsAndAwards, volunteerExperience $0.99
LinkedIn Trending Posts & Top Voices Feed Scraper authorFollowers, authorIsInfluencer, postedAt, content $0.99
LinkedIn University Alumni Search by Degree & Year alumniCount, insightDimension $0.99
B2B Lead Discovery by Job Title & Location linkedinUrl, sourceQuery $0.99
LinkedIn Company Page Post & Engagement Extractor postedAt, mediaType, reactionsCount, commentsCount $0.99

Input

Input settings for LinkedIn Profile Scraper with Company & Credential Data
SettingTypeRequiredDefaultWhat it does
profileUrls array Yes – Public LinkedIn profile URLs (https://www.linkedin.com/in/username) or bare usernames. Full URLs, 'in/username' shorthand, regional subdomains and URLs with tracking parameters are all accepted.
enrichCompany boolean No true Also read the current employer's own public LinkedIn page for employee count, size range, industry, headquarters, address, founded year, followers, website, logo, description, tagline, type and specialties. Uses the free public access path; one request per unique company per run.
maxPosts integer No 10 Maximum number of recent public posts to include per profile. Set 0 to skip posts. Posts come from the same profile page, so this adds no extra requests.

Example input

Built from the input form's published example values and defaults.

{
  "profileUrls": [
    "https://www.linkedin.com/in/williamhgates"
  ],
  "enrichCompany": false,
  "maxPosts": 3
}

Run it from code or an AI agent

The same run through the Apify API, with the example input. You need an Apify API token; the run is billed to your account at the Store price.

Python

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run_input = {
    "profileUrls": [
        "https://www.linkedin.com/in/williamhgates"
    ],
    "enrichCompany": False,
    "maxPosts": 3
}

run = client.actor("nimbryxo-studio/linkedin-profile-scraper-with-company").call(run_input=run_input)
if run is None:
    raise RuntimeError("The Actor run was not found.")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

pip install apify-client

JavaScript

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "<YOUR_APIFY_TOKEN>" });
const input = {
    "profileUrls": [
        "https://www.linkedin.com/in/williamhgates"
    ],
    "enrichCompany": false,
    "maxPosts": 3
};

const run = await client.actor("nimbryxo-studio/linkedin-profile-scraper-with-company").call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

npm install apify-client

cURL

curl -X POST "https://api.apify.com/v2/actors/nimbryxo-studio~linkedin-profile-scraper-with-company/run-sync-get-dataset-items"   -H "Authorization: Bearer $APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{"profileUrls":["https://www.linkedin.com/in/williamhgates"],"enrichCompany":false,"maxPosts":3}'

Waits for the run and returns the dataset items (runs over 300 seconds return HTTP 408; start an async run instead).

MCP (AI agents)

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=nimbryxo-studio/linkedin-profile-scraper-with-company",
      "headers": {
        "Authorization": "Bearer <YOUR_APIFY_TOKEN>"
      }
    }
  }
}

Adds this Actor as a tool in an MCP client that takes a remote server URL (Cursor, VS Code, Claude Code) through Apify's hosted MCP server. OAuth sign-in also works without the header. Clients that only start local servers can wrap the URL with npx mcp-remote.

What a run costs

The result rate falls on higher Apify plans. Each figure is the published per-result rate times the number of results.

Cost of LinkedIn Profile Scraper with Company & Credential Data results by Apify plan
Apify planPer 1,00010,000 results100,000 results
Free plan$0.99$9.90$99
Starter plan$0.82$8.20$82
Scale plan$0.66$6.60$66
Business plan$0.49$4.90$49
  • Every run also has a start event, charged per GB of memory (minimum one): $0.10 on Free, $0.03 on Business. At its default memory of 4 GB a run starts at $0.40 on Free. Fewer, larger runs keep this small.
  • The Free plan includes $5 of monthly usage (Apify pricing, checked 2026-11-11); at the Free rate that covers at most about 5,050 results, less start events and platform usage.
  • Worked example: 10,000 results in one run on the Free plan cost $10.30 ($9.90 for results + $0.40 start), plus Apify platform usage (compute), billed separately by Apify.
  • Pay per event. Platform usage (compute) is billed by Apify on top of the event prices. Compare other tools in the cost estimator.

Where it fits among LinkedIn routes

It ranks 7 of 19 catalogue Actors for LinkedIn on the published formula (fields, price, reliability, freshness). Its line is highlighted on the map.

Route diagram for LinkedIn dataLinkedIn People Search by Name with Company & School Filters: stops at 4 of the 10 fields shown; LinkedIn Guest-View Profile Data Extractor: stops at 5 of the 10 fields shown; LinkedIn Trending Posts & Top Voices Feed Scraper: stops at 8 of the 10 fields shown; LinkedIn Profile Scraper with Company & Credential Data: stops at 5 of the 10 fields shown; Other Store tools (1): stops at 2 of the 10 fields shown; LinkedIn APIs (partner programs): partner, field coverage not compared.LinkedInheadlinecompanylocationposted atcontentnamescrapedAtpostUrlreactionsCountcommentsCount1237+API

Stops are fields. A ring means the field is in that route's published output schema; no ring means the line passes without it. Bold labels are the core fields for this website, the rest are fields that differ between routes. A white capsule means every data line stops there. The red line is the official API; its field coverage is not compared. A crossed red line means there is no open official API.

Official route: LinkedIn APIs (partner programs)

Partner only. LinkedIn does not offer an open public data API. Access is through approved partner programs with defined scopes, such as marketing and talent integrations.

Partner pricing is not published as a self-serve rate card.

Official documentation

Other Store tools for LinkedIn

Reference only, from their public listings.

Other Store tools for LinkedIn
ToolFieldsPrice / 1K
LinkedIn Profile Posts Scraper (No Cookies)–$2.00
LinkedIn Profile Scraper + Email (No Cookies)–$4.00
LinkedIn Profile Search Scraper (No Cookies) Find all people–$4.00
LinkedIn Profile Comments Scraper (No Cookies)–$2.00
LinkedIn Profile Reactions Scraper (No Cookies)–$2.00

What people use it for

  • collect profile details
  • review work history
  • retrieve recent posts

Other catalogue Actors for LinkedIn

LinkedIn People Search by Name with Company & School Filters

Search LinkedIn for a list of names and get matching profiles with headline, location, current role and company, connection degree, and profile…

6/8 core fields 6 output fields $0.99 per 1K

LinkedIn Guest-View Profile Data Extractor

Extract names, headlines, work history, education, certifications, honors, volunteer work, projects, and follower counts from public LinkedIn…

6/8 core fields 30 output fields $0.99 per 1K

LinkedIn Trending Posts & Top Voices Feed Scraper

Pull LinkedIn's trending and top-performing posts by topic keyword, with reaction/comment/repost counts, a per-reaction-type breakdown, author…

7/8 core fields 19 output fields $0.99 per 1K

LinkedIn University Alumni Search by Degree & Year

Search a university's LinkedIn alumni by field of study, degree, graduation year, current employer, and location, and get each match's profile,…

5/8 core fields 9 output fields $0.99 per 1K

B2B Lead Discovery by Job Title & Location

Find public LinkedIn profiles by job title, location, or company using cookieless web search. Returns names, best-effort titles and companies,…

5/8 core fields 10 output fields $0.99 per 1K

LinkedIn Company Page Post & Engagement Extractor

Pull posts from any LinkedIn company page with captions, media, article links, hashtags, mentions, and reaction/comment/repost counts, filterable…

5/8 core fields 7 output fields $0.99 per 1K

LinkedIn Profile Engagement Timeline Scraper

Pull a LinkedIn profile's posts, reposts, comments, and reactions in one run, with the original post's author, text, and link attached to each…

10 output fields $0.99 per 1K

LinkedIn Profile Feed Scraper with Likers & Commenters

Pull posts from a LinkedIn profile's activity feed or a direct post URL, with engagement counts, hashtags, media, and optionally the people who…

15 output fields $0.99 per 1K

LinkedIn Profile, Certifications & Company Data Extractor

Turn LinkedIn profile URLs into structured records with work history, education, certifications, honors, volunteer work, personal projects and…

20 output fields $0.99 per 1K

LinkedIn Company Headcount & Team Directory Scraper

List current or past employees of any LinkedIn company page with filters for role keyword, seniority, job function, and connection degree.…

9 output fields $0.99 per 1K

Threads Public Post, Reply & Profile Data Extractor

Pull posts, replies, media, reposts, keyword search, hashtag search, or a post's reply thread from Threads, with real engagement counts, captions,…

11 output fields $0.99 per 1K

X Article Announcement Post Metadata Collector

Turn an X (Twitter) Article's announcement post or article link into structured metadata: title, preview text, cover image, publish date, and the…

6 output fields $0.99 per 1K

Questions people ask

How much does LinkedIn Profile Scraper with Company & Credential Data cost?

The published result rate depends on your Apify plan: $0.99 per 1,000 on Free, $0.82 per 1,000 on Starter, $0.66 per 1,000 on Scale, $0.49 per 1,000 on Business. So 10,000 results cost about $9.90 on the Free plan and $4.90 on Business, plus a start fee of $0.10 per run per GB of memory on Free. Platform usage is billed separately.

What data does LinkedIn Profile Scraper with Company & Credential Data return?

Its published output schema lists 33 fields: name, headline, location, currentTitle, currentCompany, followersCount, connectionsCount, connectionsText, profileUrl, scrapedAt, summary, profilePicture, and 21 more. A listed field is not guaranteed to be filled in every row.

What input does LinkedIn Profile Scraper with Company & Credential Data need?

Required: profileUrls. Optional settings include enrichCompany, maxPosts.

What are the alternatives to LinkedIn Profile Scraper with Company & Credential Data for LinkedIn?

19 catalogue Actors cover LinkedIn. Close alternatives: LinkedIn People Search by Name with Company & School Filters; LinkedIn Guest-View Profile Data Extractor; LinkedIn Trending Posts & Top Voices Feed Scraper. The LinkedIn page compares all of them field by field.

How do I run LinkedIn Profile Scraper with Company & Credential Data from Python or the API?

Use the Apify API client: in Python, ApifyClient(token).actor("nimbryxo-studio/linkedin-profile-scraper-with-company").call(run_input=...), then read the run's default dataset (run.default_dataset_id); in JavaScript the same call is client.actor("nimbryxo-studio/linkedin-profile-scraper-with-company").call(input). Without a client, POST the input JSON to https://api.apify.com/v2/actors/nimbryxo-studio~linkedin-profile-scraper-with-company/run-sync-get-dataset-items with your API token. Ready-to-paste code with the example input is on this page.

Sources

Actor updated 2026-11-10 Data synced 2026-11-12
Cite this page

Scraper Finder. "LinkedIn Profile Scraper with Company & Credential Data." https://scraperfinder.com/catalogue/linkedin-profile-scraper-with-company/ (data checked 2026-11-12).

Run LinkedIn Profile Scraper with Company & Credential Data

$0.99 per 1,000 results. Paste the example input above, set your LinkedIn query, then export the dataset. Still choosing? Compare every LinkedIn route.

Open in Apify Store