LinkedIn Company Scraper (No Cookies)

What does LinkedIn Company Scraper (No Cookies) do?

LinkedIn Company Scraper (No Cookies) turns public LinkedIn company pages into clean data, without a LinkedIn account, login or session cookies. Paste company page links and get one row per company with its name, industry, company size, employees on LinkedIn, follower count, headquarters address, website, company type, founded year, specialties, office locations, logo and cover image, plus the similar and affiliated pages LinkedIn lists beside it and the company's recent posts with reaction and comment counts.

Try it with the two prefilled companies: open the Actor, click Start, and both rows are ready in about 20 seconds. Because it runs on the Apify platform, you also get API access, scheduled runs, integrations (Google Sheets, Make, Zapier, Slack, webhooks), proxy rotation and run monitoring.

Why scrape LinkedIn company pages?

• Lead enrichment. Add industry, size, headquarters, website and founded year to a list of accounts in your CRM.
• Market and competitor research. Compare companies by employee count, follower growth and what they post about, and discover more with LinkedIn's own similar pages.
• Account-based marketing. Segment target accounts by size range, industry, company type and country.
• Monitoring. Run the same list on a schedule to track follower and employee counts, new office locations or new posts.
• No account at risk. Nothing is done in your name: the Actor reads only what LinkedIn shows to any signed-out visitor.

How to scrape LinkedIn company data

1. Open a company's page on LinkedIn and copy the link from your browser's address bar, for example https://www.linkedin.com/company/microsoft/.
2. Paste it into LinkedIn company links, one company per line. Links from LinkedIn's country sites (fr.linkedin.com/company/…), links to a company's About or Posts tab, showcase pages (linkedin.com/showcase/…) and the bare company name from the link (microsoft) all work.
3. Leave Include recent posts on if you want the company's latest posts.
4. Click Start, then download the results when the run finishes.

Input

Everything is set on the Input tab. In JSON, the input looks like this:

{
    "startUrls": [
        "https://www.linkedin.com/company/microsoft/",
        "https://fr.linkedin.com/company/mistralai/about/",
        "https://www.linkedin.com/showcase/microsoft-azure/",
        "stripe"
    ],
    "includePosts": true
}

Field	What it does
startUrls	Company or showcase page links, one per company. API callers can also pass {"url": "…"} objects, and links without https:// work. Each company is read once, however many of its links you paste.
includePosts	Adds the company's recent posts as LinkedIn shows them on the page, usually the latest 10. Default: on.
proxyConfiguration	Usually leave it as it is: the Actor reads LinkedIn through Apify's datacenter proxy with a fresh address per attempt, and moves to residential proxies only when LinkedIn keeps refusing. Pick a proxy here only if you want it used for every request.

Output

Each company becomes one row. Here is a real example, with the long lists shortened:

{
    "companyId": 10608457,
    "name": "Apify",
    "pageType": "company",
    "slug": "apify",
    "url": "https://www.linkedin.com/company/apify/",
    "tagline": "Thousands of Actors to automate your business, get real-time web data, and equip your AI agents.",
    "description": "Apify is the largest marketplace of tools for AI. More than 50,000 Actors to automate your business. Get real-time web data, track competitors, generate leads, …",
    "website": "https://apify.com/",
    "industry": "Technology, Information and Internet",
    "companySize": "201-500 employees",
    "companySizeMin": 201,
    "companySizeMax": 500,
    "employeesOnLinkedIn": 272,
    "followers": 40909,
    "headquarters": "Prague",
    "headquartersAddress": {
        "streetAddress": "Vodickova 704/36",
        "city": "Prague",
        "region": null,
        "postalCode": "11100",
        "country": "CZ"
    },
    "companyType": "Privately Held",
    "foundedYear": 2016,
    "specialties": ["Web scraping", "Browser automation", "AI agents", "API integration", "Data pipelines", "No-code tools", "Actor marketplace", "Developer platform"],
    "logoUrl": "https://media.licdn.com/dms/image/v2/D4D0BAQF7OnC-r1njIA/company-logo_200_200/…",
    "coverImageUrl": "https://media.licdn.com/dms/image/v2/D4E3DAQGvTIu7j6RvRg/image-scale_325_1920/…",
    "locations": [
        { "address": "Vodickova 704/36, Prague, 11100, CZ", "country": "CZ", "isPrimary": true },
        { "address": "San Francisco, CA, US", "country": "US", "isPrimary": false }
    ],
    "affiliatedPages": [],
    "similarPages": [
        { "name": "n8n", "url": "https://www.linkedin.com/company/n8n/", "industry": "Software Development", "location": "Berlin, BE" }
    ],
    "products": [
        { "name": "Apify", "category": "Marketplace Platforms", "url": "https://www.linkedin.com/products/apify/" }
    ],
    "recentPosts": [
        {
            "url": "https://www.linkedin.com/feed/update/urn:li:activity:7513924444768223232/",
            "postedAt": "2026-10-08T11:33:09+00:00",
            "text": "Every agent needs proper tools, and Apifiers are all over #SFTechWeek making sure they get them 🛠️ …",
            "reactions": 4,
            "comments": 1,
            "isRepost": false
        }
    ],
    "input": "https://www.linkedin.com/company/apify/",
    "scrapedAt": "2026-10-08T13:01:23.273357+00:00"
}

You can download the dataset in various formats such as JSON, HTML, CSV, or Excel. The Output tab has three views: Companies (the main columns), Profile details (address, locations, specialties, related pages and products) and Recent posts (one line per post).

Data fields

Field	Description
companyId	LinkedIn's numeric ID for the company.
name	Company name.
pageType	company, or showcase for a showcase page (a brand or product page run by a company).
slug	The company's name in its LinkedIn link.
url	The company's LinkedIn page. When LinkedIn sends a link on to another page, this is the page it landed on.
tagline	The short line under the company name, when it has one.
description	The About us text.
website	The company's website.
industry	Industry, such as Software Development.
companySize	The size range the company chose, such as 201-500 employees.
companySizeMin, companySizeMax	The same range as numbers. companySizeMax is empty for the open-ended 10,001+ employees.
employeesOnLinkedIn	How many LinkedIn members list the company as their employer. Showcase pages often don't have it.
followers	LinkedIn followers.
headquarters	Headquarters as the page shows it, such as Redmond, Washington.
headquartersAddress	The headquarters address in parts: streetAddress, city, region, postalCode and country (two-letter code).
companyType	Such as Public Company, Privately Held, Nonprofit or Partnership.
foundedYear	The year the company was founded, when it says.
specialties	The specialties the company lists.
logoUrl, coverImageUrl	The logo and the banner image.
locations	Every office address listed, each with its two-letter country and whether it is the isPrimary (main) one.
affiliatedPages	Pages LinkedIn links to the company, such as subsidiaries and showcase pages: name, url, industry, location.
similarPages	The similar companies LinkedIn suggests, with the same fields.
products	Products listed on the page: name, category, url.
recentPosts	The posts shown on the page: url, postedAt (UTC), text, reactions, comments, and isRepost for posts the company shared from someone else. A repost is dated by the original post. Present only when Include recent posts is on.
input	The link you pasted that led to this row.
scrapedAt	When the row was collected, in UTC.

A field is empty (null or []) when the company hasn't filled it in or the page type doesn't have it.

How much does it cost to scrape LinkedIn company pages?

The Actor uses pay-per-event pricing: you pay for each company saved, and the exact price is on the Pricing tab. Links that return nothing (a company that doesn't exist, a link that isn't a company page) are never saved as rows, so you are not charged for them. If you set a maximum cost for a run, the Actor stops as soon as it is reached.

Apify's free plan includes monthly credit you can use to try it. The Actor reads plain web pages without a browser, so runs are light: at the default 1024 MB it reads about 100 companies in about 30 seconds.

Tips for scraping LinkedIn companies

• Paste whatever link you have. Country sites, About and Posts tabs, tracking parameters and links without https:// are all cleaned up, and duplicates are read once.
• Turn off Include recent posts if you only need company details: rows get smaller and runs a little faster.
• Big lists finish sooner with more memory. The Actor reads about five pages at a time per 512 MB of memory, up to 20. In our tests, 100 companies took about 2 minutes at 512 MB and about 30 to 60 seconds at the default 1024 MB.
• Find more companies with the similarPages and affiliatedPages links of your results: paste them into a new run.
• Schedule runs to track follower and employee counts over time.

FAQ, disclaimers and support

Do I need a LinkedIn account or cookies? No. The Actor reads the same public page LinkedIn shows to anyone who isn't signed in, so no account is used and none can be restricted.

Why are some fields empty? Companies fill in different parts of their page. Showcase pages often have no headquarters, locations or employee count, and many companies don't give a founding year or tagline. Data LinkedIn shows only to signed-in members, such as employee lists, funding rounds and older posts, is not part of the public page and is not included.

Which links can't be read? LinkedIn shows school (university) pages and links that open a company by number (linkedin.com/company/1035) only to signed-in members. Paste the link with the company's name instead. Profile, job and post links are not company pages.

What happens to links that return nothing? They are not saved as rows, so you are not charged for them. Each is listed with its reason in the FAILED_INPUTS record of the run's key-value store, and the run's status message gives the counts. A run fails only when LinkedIn refused every link.

Is it legal to scrape LinkedIn company pages? This Actor collects business information that companies publish openly on their public LinkedIn pages. It does not collect employee lists or personal profiles. Post text can still mention people, so you are responsible for making sure your use complies with LinkedIn's terms and with data protection laws such as the GDPR. If in doubt, ask a lawyer.

Found a problem or need a custom solution? Open an issue on the Issues tab and we will look into it. Custom scrapers and data feeds are available on request.