LinkedIn Company Data Scraper — Unlimited Company Leads, No Sales Navigator Required

Extract structured company data from LinkedIn at scale — no LinkedIn Sales Navigator subscription, no cookies, no login required. Get company name, website, industry, headquarters location, employee size, founding year, and phone number in CSV, Excel, or JSON, ready to import into your CRM or outreach tool.

Built for sales teams, recruiters, growth marketers, market researchers, and lead-gen agencies who need bulk, structured LinkedIn company data without the cost or friction of Sales Navigator seats.

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Why use this Actor?

• 🔓 No Sales Navigator, no cookies, no login — avoids the account-risk and cost of scraping through a logged-in session
• 🌍 Global coverage — search by city, state, or country (USA, Canada, and UK live now, more regions rolling out regularly)
• 🏭 Filter by industry and company size — target exactly the segment you're prospecting into
• 📊 Structured, CRM-ready output — clean CSV, Excel, or JSON with consistent fields every run
• 💸 Transparent, usage-based pricing — pay only for results delivered, starting at $5 per 1,000 companies
• ⚡ Fast turnaround — most runs complete in under 5 minutes
• 🔒 Privacy-conscious by design — sensitive fields are redacted in output

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What data does it extract?

Field	Description
name	Company name
domain	Company website / domain
linkedin_url	LinkedIn company page URL
locality	Headquarters city/region
country	Headquarters country
industry	Industry / sector
size_range	Employee size bracket (e.g. 11–50)
size	Estimated employee count
year_found	Year the company was founded
phone	Contact phone number (where available)

Output is delivered as a RESULTS.csv file in Key-Value Store, or exportable directly as CSV, Excel, or JSON from the Apify dataset UI. Note: the one-click "Export" button reorders columns alphabetically — download from the Storage tab if you need the default field order.

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How to use this LinkedIn Company Scraper

1. Set your company limit — choose how many results you want (minimum 1,000, up to 3,000,000). You're only billed for results actually returned, or your limit — whichever is lower.
2. Enter target locations — one per line, in City, State, Country format for best accuracy (or just a country/state if you want broader coverage). Add state abbreviations like "NY" to widen matches.
3. Select industries — choose one or more from Crunchbase's standard industry taxonomy.
4. Select company size range(s) — from solo founders ("myself only") up through 1,000+ employee organizations.
5. Run the Actor — most jobs finish in 40 seconds to 5 minutes depending on volume.
6. Export your data — download as CSV, Excel, or JSON, or pull results via the Apify API for direct CRM/outreach-tool integration.

Sample input

{
  "Location": "Idaho\nTexas, United States",
  "company_size_range": ["1-10", "11-50"],
  "industry": ["music", "cosmetics"],
  "maxCompanies": 150000
}

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Pricing

$2.99 per 1,000 companies extracted. No subscription, no minimum spend, no charge for unused capacity beyond your delivered results.

Companies requested	Approx. cost
1,000	$2.99
50,000	$149.50
150,000	$448.50

You're charged for the lower of "results found" or your maxCompanies limit — never more than what you actually receive.

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Who this Actor is for

• Sales & SDR teams building targeted outbound lists without paying for Sales Navigator seats
• Recruiters sourcing companies by industry, size, and region for talent-mapping
• Growth marketers building segmented account lists for ABM campaigns
• Market researchers & analysts needing bulk structured company datasets for TAM/SAM analysis
• Lead-gen agencies delivering enriched company lists to clients at scale

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Frequently asked questions

Do I need a LinkedIn account or Sales Navigator subscription? No. This Actor runs without cookies, login sessions, or a Sales Navigator license.

Which countries are supported? USA, Canada, and UK are live today, with more countries being added on a rolling basis — check back for updates.

What's the maximum number of companies I can extract in one run? Up to 3,000,000 companies per run, though we recommend batching very large jobs for easier monitoring.

Can I filter by both industry and company size at the same time? Yes — you can combine location, industry, and size-range filters in a single run to narrow results precisely.

What format is the output in? CSV, Excel, or JSON. Use the Storage tab for default field ordering, or the Export button for alphabetized CSV columns.

Is this compliant with data privacy requirements? Sensitive fields are redacted in the output, and data is processed securely. Users are responsible for ensuring their use of the extracted data complies with applicable laws and platform terms in their jurisdiction.

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Support & custom solutions

Found a bug, have a feature request, or need a custom version of this Actor tailored to your workflow (different fields, additional countries, CRM auto-push)? Open an issue on the Issues tab or reach out directly at msvpitservices@gmail.com — we're happy to build bespoke scraping solutions on request.

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Built for sales, recruiting, and marketing teams who need LinkedIn company data at scale — fast, structured, and without the Sales Navigator price tag.