LinkedIn Company Scraper — Firmographics, Headcount & Company Data (No Login)

Scrape public company data from LinkedIn — the world's largest professional network with 60M+ company pages — without login, cookies, session tokens or an API key. Feed a list of company URLs, slugs or names and get back industry, exact employee count, company size band, follower count, HQ address, founding year, specialties, website, logo and recent posts in clean structured JSON, straight from the public company page LinkedIn serves to logged-out visitors. Fast pure-HTTP engine, no headless browser, zero account-ban risk.

🏆 Why this LinkedIn Company Scraper?

16+ firmographic fields per company · thousands of companies per run · no li_at cookie, no account in the loop → nothing to flag, nothing to ban · pure HTTP (no slow browser) · proxy ready · export to JSON / CSV / Excel. The unofficial LinkedIn company API alternative for sales enrichment, ABM, CRM hygiene and market mapping.

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✨ What this Actor does / Key features

• 🏢 Full firmographics — company name, description, primary industry, founding year and specialties for every company you feed in.
• 👥 Headcount & reach — exact employeeCount, LinkedIn companySizeRange band (e.g. 10,001+ employees) and followerCount for growth and size signals.
• 📍 HQ & structured address — headquarters city plus a parsed address object (street, city, region, postal code, country).
• 🔗 Identity & links — stable companyId, companySlug, canonical linkedinUrl, company website and hi-res logoUrl.
• 📰 Recent public posts — optionally capture the company's latest posts (text, URL, published date) for activity and content monitoring.
• 🧩 Flexible input — accept a full company URL, a bare slug, or just a brand name (auto-slugified) — mix all three in one run.
• 🛡️ Zero-ban engine — reads only the logged-out public page, with automatic session rotation and smart retries; a bad slug returns a clean error field instead of crashing the run.
• ⚡ Pure HTTP + JSON extraction — no headless browser, no DOM walking, no cookie export — fast, cheap and resilient to LinkedIn token rotation.
• 🔌 Proxy support — Apify Proxy integration; datacenter default works for most lists, switch to RESIDENTIAL for very large runs.

🚀 Quick start (3 steps)

1. Configure — paste one or more companies into Companies — any mix of full URLs (https://www.linkedin.com/company/stripe/), slugs (stripe) or names (Stripe).
2. Run — click Start. The Actor fetches each public company page in parallel and streams firmographics into your dataset.
3. Get your data — open the Output tab and export to JSON, CSV, Excel, HTML or XML, or pull it via the Apify API.

📥 Input

Give the Actor at least one value in companies. Everything else is optional.

Example — enrich a target-account list (sales & ABM)

{
  "companies": [
    "https://www.linkedin.com/company/stripe/",
    "google",
    "Anthropic",
    "https://www.linkedin.com/company/apify/"
  ],
  "includeRecentPosts": true,
  "proxyConfiguration": { "useApifyProxy": true }
}

Example — large list, leaner profile-only output

{
  "companies": ["microsoft", "openai", "nvidia", "salesforce", "hubspot"],
  "includeRecentPosts": false,
  "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }
}

Example — competitor & content monitoring (posts included)

{
  "companies": [
    "https://www.linkedin.com/company/notion-hq/",
    "https://www.linkedin.com/company/figma/",
    "https://www.linkedin.com/company/canva/"
  ],
  "includeRecentPosts": true
}

Field	Type	Description
companies	array	Companies to scrape — full LinkedIn company URL, bare slug, or company name (auto-slugified). Each item becomes one output row. Required.
includeRecentPosts	boolean	Also capture the company's most recent public posts (text, URL, date). Leave off for a lean, firmographics-only record. Default false.
proxyConfiguration	object	Apify Proxy settings. Datacenter/automatic is cheapest and works for most runs; switch to RESIDENTIAL for very large lists or if you see throttling.

Finding a company slug: open any LinkedIn company page — the slug is the path segment after /company/. For https://www.linkedin.com/company/stripe/ the slug is stripe. When you need guaranteed precision, prefer the exact URL or slug over a plain brand name.

📤 Output

One row per company — 16+ firmographic fields, exportable to JSON, CSV, Excel or XML. Here is a trimmed sample record:

{
  "name": "Google",
  "description": "A problem isn't truly solved until it's solved for all…",
  "industry": "Software Development",
  "employeeCount": 303613,
  "companySizeRange": "10,001+ employees",
  "followerCount": 41759491,
  "founded": "1998",
  "specialties": ["search", "ads", "machine learning", "cloud", "artificial intelligence"],
  "headquarters": "Mountain View, CA",
  "address": {
    "street": "1600 Amphitheatre Parkway",
    "city": "Mountain View",
    "region": "CA",
    "postalCode": "94043",
    "country": "US"
  },
  "website": "https://goo.gle/3DLEokh",
  "logoUrl": "https://media.licdn.com/dms/image/.../google_logo",
  "companyId": "1441",
  "companySlug": "google",
  "linkedinUrl": "https://www.linkedin.com/company/google",
  "recentPosts": [
    {
      "text": "For this year's Google I/O…",
      "url": "https://www.linkedin.com/posts/google_…",
      "datePublished": "2026-06-02T21:42:08Z"
    }
  ],
  "scrapedAt": "2026-07-06T12:00:00.000Z"
}

💡 Use cases

• Sales & ABM enrichment — turn a target-account list into firmographics (industry, size, HQ, headcount) for lead scoring and territory planning.
• CRM hygiene — refresh stale HubSpot / Salesforce / Pipedrive records with current employee counts and follower numbers on a schedule.
• Market & competitor mapping — profile every company in a category and compare headcount, specialties and growth signals side by side.
• Investment & M&A scouting — build watchlists of companies in a vertical with structured, comparable data instead of screenshots.
• Recruiting intelligence — size up target employers, track growth and prioritise outreach.
• Data products & AI — assemble a clean company-firmographics corpus for your own app, model or RAG pipeline.

👥 Who uses it

Sales & RevOps teams · ABM and demand-gen marketers · recruiters & talent-intelligence teams · investors, VCs and M&A analysts · market researchers & data journalists · data teams building B2B firmographics datasets.

💰 Pricing

This Actor runs on a simple pay-per-result model — you pay for the companies you extract, with no separate Apify platform fees to calculate. Try it on the free tier first, then scale up. See the Pricing tab on this page for the current rate.

❓ Frequently Asked Questions

Does this LinkedIn company scraper need a login or cookie? No — and that's the whole point. It reads only the public company page LinkedIn serves to logged-out visitors. No login, no li_at session cookie, no API key. Your account is never used, so it can't be flagged, throttled or banned.

Is scraping LinkedIn company data legal? It collects only publicly visible company information — the same data anyone sees without logging in. The hiQ Labs v. LinkedIn line of cases supports access to public data in the US. You're responsible for using the output in line with LinkedIn's terms and applicable laws (GDPR/CCPA) in your region. This tool does not collect private or login-gated data.

Do I need an API key or a login? No. There is no LinkedIn account, login or API key required — only an Apify account.

Do I need a proxy? Apify Proxy is recommended and built in. The default (datacenter / automatic) is cheapest and works for most lists; switch to RESIDENTIAL for very large runs or if you start seeing throttling.

How many companies can I scrape per run? As many as you want — feed a list of any size and results stream straight into your dataset. You only pay per result, so a 5,000-company job is predictable and finishes cleanly.

Can I get the full employee list of a company? LinkedIn hides the employee directory from logged-out visitors (that's the part that needs a risky logged-in session), so it's intentionally out of scope. This Actor focuses on the rich, public company-level firmographics. For people data, pair it with the LinkedIn Profile Scraper.

A company came back with an error field — why? The slug was wrong, the page is private/removed, or it was throttled after all retries. Re-run those items, ideally with RESIDENTIAL proxy.

Is this a LinkedIn company API alternative?

Yes. LinkedIn's official company API is gated behind partner approval, so this Actor works as an unofficial LinkedIn company API alternative — you feed URLs, slugs or names and get structured firmographics back with no API key, app review or OAuth.

Can I scrape LinkedIn companies without login or cookies?

Yes. This is a LinkedIn company scraper without login. It reads only the public company page LinkedIn serves to logged-out visitors, so there's no li_at cookie, no account in the loop and no ban risk.

How do I export LinkedIn company data to CSV or JSON?

Run the Actor, then export the resulting dataset as CSV, JSON, Excel, HTML or XML from the Apify console or via the Apify API — a clean LinkedIn firmographics export with no manual cleanup.

How do I enrich a target account list with LinkedIn firmographics?

Paste company URLs, slugs or names and the scraper returns industry, headcount, size band, HQ and specialties for each, ready to push into your CRM or ABM list.

🔗 More social & B2B data scrapers by logiover

Building a full go-to-market dataset? Pair the LinkedIn Company Scraper with the rest of the social & professional-data suite:

Source	Actor
💼 LinkedIn	LinkedIn Jobs Scraper · LinkedIn Profile Scraper · LinkedIn Top Content Scraper
🐦 X / Twitter	X Tweet Scraper · Twitter/X Media Downloader
📷 Instagram	Instagram Media Downloader
📌 Pinterest	Pinterest Scraper
🧵 Threads	Threads Scraper
👽 Reddit	Reddit Subreddit Scraper · Reddit Search Scraper
🎵 TikTok	TikTok Creator Lead Finder · TikTok Hashtag Video Scraper
▶️ YouTube	YouTube Channel Scraper · YouTube Influencer Discovery
🚀 Product Hunt	Product Hunt Daily Launches Scraper

👉 Browse all logiover scrapers on Apify Store — 180+ actors across real estate, jobs, crypto, social media & B2B data.

⏰ Scheduling & integration

Schedule this Actor on Apify to keep your CRM firmographics fresh daily or weekly. Export results to JSON, CSV or Excel, sync to Google Sheets, or push to your database, BI tools and webhooks through the Apify API. Connect it to Make, n8n or Zapier to build automated sales-enrichment and account-mapping pipelines.

⭐ Support & feedback

Found a bug or need an extra field? Open an issue on the Issues tab — response is usually fast. If this Actor saves you time, a ★★★★★ review on the Store page genuinely helps and is hugely appreciated. 🙏

⚖️ Legal

This Actor extracts only publicly available company data and is intended for legitimate research, analytics and sales-enrichment use. It does not access private or login-gated data. You are responsible for complying with LinkedIn's terms of service, GDPR/CCPA and any applicable local laws. Not affiliated with, endorsed by, or sponsored by LinkedIn. "LinkedIn" is a trademark of LinkedIn Corporation.

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📝 Changelog

2026-07-11

• ⚡ Cleaner input: removed the low-level maxConcurrency knob (handled automatically) so the Actor runs great out of the box with just a company list.
• 🖥️ Fixed the run Output tab so results render and export correctly.
• 📚 Docs refreshed to match the simplified input.

2026-07-06

• ✨ README overhaul: richer output sample, ready-to-run example scenarios, full field reference, social & B2B suite cross-links, and clearer quick-start.

2026-07-01

• Maintenance pass: re-verified end-to-end on live data and confirmed successful runs within the 5-minute quality window on the default input.
• Sharpened Store metadata (SEO title & description) and expanded the FAQ with high-intent, long-tail questions for easier discovery in Google and Apify Store search.
• Added ready-to-run example tasks that cover common real-world use cases.

2026-06-15

• Reliability pass: re-verified end-to-end on live data with real-world inputs. Routine maintenance build.

2026-06-07

• Docs: added coverage for LinkedIn company API alternative, exporting firmographics to CSV/JSON, and scraping companies without login or cookies.

2026-06-05

• 🛡️ Reliability fix: results are no longer dropped by strict output validation — runs now complete cleanly even at high volume (thousands of results).
• ⚡ Stability & performance hardening; fresh rebuild.

2026-06-04

• Verified live & refreshed build — reliability/maintenance pass.