What is a LinkedIn profile & company scraper?

A LinkedIn profile & company scraper is a tool that takes a list of LinkedIn URLs — either personal profiles or company pages — and extracts structured data from each one. Instead of manually clicking through profiles, Vayne turns your URL list into a clean CSV with 30+ fields per row, including names, job titles, company info, skills, employee counts and more.

Does Vayne scrape company pages as well as individual profiles?

Yes. Vayne handles both in the same pipeline. You simply need to separate your files between companies and profiles URL and upload then separately - then we return the right fields for each row type. Company rows include name, website, industry, employee count, headquarters, founded year and specialties.

Is it safe to scrape LinkedIn profiles with Vayne?

Yes. Unlike browser extensions that run directly inside LinkedIn and can trigger account restrictions, Vayne operates 100% in the cloud. There is no browser plugin footprint. We use smart request throttling, session cookie encryption and human-like browsing patterns. Vayne is widely recognized as the safest LinkedIn scraper on the market.

How many LinkedIn profiles can I scrape per day?

Since we are not using your LinkedIn account, there is technically no limit to the number of profiles you can retrieve every day. The only limit is the number of credits in your account. If you want a custom plan to scrape more profiles just reach out to our team.

Do you store the scraped LinkedIn data in a database?

No. Vayne scrapes every URL live, directly from LinkedIn, the moment you submit it. We don't maintain a shadow database of LinkedIn profiles and we don't resell scraped data to anyone. Each scrape is a fresh hit on LinkedIn, which is why your data is always up-to-date and GDPR-aligned on legitimate business interest.

What data fields do you extract from each profile?

For profiles: first name, last name, LinkedIn URL, headline, current job title, current company, company website, industry, employee count, location, number of connections and followers, skills, languages and certifications. For companies: name, website, industry, employee count, headquarters, founded year, specialties, description and tagline.

Can I scrape a list of LinkedIn URLs from a CSV file?

Yes. Upload a CSV, paste URLs directly, or call our API. Vayne accepts vanity URLs (linkedin.com/in/name), Sales Navigator URLs, and numerical IDs. Mixed lists of profile URLs and company URLs work in a single upload — Vayne detects the type of each row automatically.

Does the scraper work on LinkedIn Sales Navigator profile URLs?

Yes. Vayne normalizes Sales Navigator URLs and scrapes the underlying public profile. If you need to scrape an entire Sales Navigator search (not just a URL list), use the companion Sales Navigator Scraper — the two products work well together.

Is there a REST API for developers?

Yes. Vayne offers a full REST API that lets you submit single or batch scraping jobs, manage session cookies, check credits and retrieve data as CSV or JSON. Paste our OpenAPI documentation into any LLM (like Claude Code) and you'll have a working integration in minutes.

How does Vayne compare to Evaboot, Phantombuster or Apify?

Vayne offers the best combination in terms of prices, security and usage, with the ability to use your credits on all the services you need to build your sales stack. Evaboot does not offer a LinkedIn scraper, Apify requires to combine different services from multiple vendors you may not trust. Phantombuster is lacking the safety we provide and does not offer cookie less scraping for LinkedIn.

LinkedIn Profile & Company Scraper: Extract Live Data From Any LinkedIn URL

Vayne's LinkedIn Profile & Company Scraper turns any list of LinkedIn URLs into a clean, enriched CSV — with real-time data, and zero risk to your LinkedIn account. Works on individual profiles and company pages at scale.

Get started for free Book a demo

Scrape individual profiles AND company pages from one tool
Scrape up to 2,000 profils at once - No daily limit
100% live data — never cached, never resold
4.7 on G2 — Trusted by 10,000+ lead gen experts

G2 Reviews

Trusted by 10,000+ lead generation experts

Real reviews from verified Vayne users on G2, the leading independent software review platform.

Simon E.

Alumni Relations Manager

Enterprise (> 1000 emp.)

“Efficient LinkedIn Scraping with Exemplary Support”

5/5 Jul 19, 2026

Vayne did exactly what it says on the packaging: it scraped LinkedIn data efficiently and without getting me logged out by LinkedIn. I've used various LinkedIn scraping tools over the years, and Vayne was the one that aligned best with our requirements. Customer support was exemplary throughout the entire process, and the product pricing was significantly better than competing products.

Read full review on G2

David K.

Founder

Small-Business (50 or fewer emp.)

“Revolutionary Data Gathering That Just Works - Backed by Great Support”

5/5 Jun 9, 2026

Absolutely revolutionary when it comes to data gathering. I've tried around 10-15 products in the last 6 years or so and Vayne is hands down the best. The reason is simple, it just works. Plus, great support, any questions are resolved within 1 day.

Read full review on G2

Fred D.

CEO

Small-Business (50 or fewer emp.)

“Fast, simple, and robust: the perfect scraping tool.”

5/5 May 19, 2026

The speed and especially the simplicity of the product. Very stable and robust, that's what one asks for in a scraping tool. Compatible with Mirrorprofiles, so perfect!

Read full review on G2

Marcy G.

co-founder

Small-Business (50 or fewer emp.)

“Easy to Use, Budget-Friendly Scraper”

4.5/5 Jan 22, 2026

I like that Vayne is easy to use and it shows you how to use the tool. The pricing is very affordable, really affordable compared to competitors, which is unbelievable. I also appreciate that Vayne allows you to scrape more leads per day compared to other tools, and the setup was very easy with a tutorial that makes things simple. The support is amazing, as you can message the guy via email and he replies quickly.

Read full review on G2

Anik D.

CEO

Small-Business (50 or fewer emp.)

“Efficient and Reliable Tool for LinkedIn Data Scraping”

5/5 Nov 1, 2025

Vayne makes LinkedIn data scraping super easy and accurate. I like how fast it collects leads and how simple the interface is — it saves me a lot of time.

Read full review on G2

Alamgir H.

Dev ops, IT Department

Small-Business (50 or fewer emp.)

“Excellent scraping tools.”

5/5 Aug 28, 2025

Vayne out put files is good. We found person all requirement data.

Read full review on G2

Lazar R.

Founder

Small-Business (50 or fewer emp.)

“Best LinkedIn Scraper on the Market”

5/5 Apr 30, 2025

Vayne allows you to scrape up to 15k profiles per day (when most tools are limited to 2.5k). Easy to use, cost effective, responsive support. I recommend Vayne to absolutely anyone who is doing good volume with email. And everyone I coach in Lead Generation starts using it, they all love it.

Read full review on G2

Scrape LinkedIn profiles and companies in 3 simple steps

1

No need to connect your LinkedIn account

Our Linkedin scraper does not use your LinkedIn account but our now infrastructure, meaning it's 100% secure.
2

Upload your list of LinkedIn URLs

Drop a CSV or paste LinkedIn profile and company URLs directly. Since we collect live data only, Vayne accepts vanity URLs (linkedin.com/in/name) or Sales Navigator URLs (https://www.linkedin.com/in/ACwAABG...)
3

Download the enriched CSV

Vayne scrapes each URL live in the background. Come back to a clean file with 30+ fields per profile — even if you close your computer mid-run.

Live, campaign-ready data.

Every LinkedIn field you actually need — for profiles and companies

Each row comes with comprehensive data points — scraped in real-time and deduplicated.

Need verified emails and phone numbers next to every row? Pair this with Vayne's Email & Phone Enrichment to turn profile URLs into fully contactable leads.

Profile Data

First name & Last name
LinkedIn profile URL (vanity URL)
Headline / Summary / Current job title & Job description
Premium profile - 60% correspondance with Open Profile
Location (city, country)
Number of connections & followers
Skills, languages

Company Data

Company name & LinkedIn company URL
Website & industry
Employee count & company size
Headquarters location
Founded year & specialties
Company description & tagline

Get started Book a demo

Proprietary cloud infrastructure.

Zero risk to your LinkedIn account

Cloud-based scraping — no browser extension to install
Smart request throttling that mimics real human browsing
No Linkedin account needed - you can safely scrape thousands of profiles
No footprint on your machine — nothing LinkedIn can detect
Live scraping only — we never maintain a shadow database of profiles

Vayne is known as the safest LinkedIn scraper on the market. Our co-founders publish the underlying security principles openly.

Get started Book a demo

Never a stale record.

100% live data — never cached, never resold

Most LinkedIn data providers sell you snapshots from a database that was scraped months ago. Vayne scrapes every URL you submit in real-time, directly from LinkedIn, the moment you ask for it.

Fresh job titles, companies and headlines — never a stale record
We never build, store or resell a database of profiles
GDPR-aligned: legitimate business interest on public, real-time data
Every run is a new scrape — perfect for re-qualifying old lists

Get started Book a demo

LLM ready.

Automate profile & company scraping with our REST API

For teams that want to integrate Vayne into their own workflows, our full REST API gives you everything you need:

Submit profile or company URLs programmatically
Batch scrape lists of up to thousands of URLs in one call
Add a webhook to send your data and automate your workflows
Check remaining credits before running jobs
Retrieve scraped data as CSV or JSON

💡 Pro tip: Copy our entire API documentation and paste it into your favorite LLM (like Claude Code) to build an integration in minutes.

Working with an entire search instead of a URL list? Use the companion LinkedIn Sales Navigator Scraper — the two products share the same API, credits and session cookies.

View API docs → Get started

Who uses the LinkedIn Profile & Company Scraper

Outbound sales teams

Re-qualify stale CRM lists, keep prospects lists clean for outbound and enrich inbound leads with live LinkedIn data before the first touch.

Recruiters & agencies

Turn a shortlist of candidate URLs into a clean sourcing spreadsheet with skills, languages and current experiences in minutes.

Founders & investors

Scrape competitor company pages at scale to track employee growth, industry positioning and hiring velocity over time.

Lead gen agencies

Process client-supplied URL lists for white-labeled enrichment, with predictable per-credit pricing and scheduled reruns.

How Vayne compares to other LinkedIn profile scrapers

Feature	Vayne	Evaboot	Phantombuster	Apify
Scrape profiles AND companies	✅	❌	✅	✅
Open Profile detection	✅	❌	❌	❌
100% live data (no database)	✅	✅	✅	❌
Daily scraping limit	15,000	2,500	2,500	2,500
Enhanced LinkedIn safety	✅	❌	❌	❌
Cloud-based (no extension)	✅	❌	✅	✅
Automation scheduling	✅	❌	✅	❌
REST API access	✅	✅	✅	✅
Price for 10,000 profiles	$29/mo	$149/mo	$79/mo	$69/mo

Try Vayne free

Frequently asked questions about LinkedIn profile & company scraping

What is a LinkedIn profile & company scraper?: A LinkedIn profile & company scraper is a tool that takes a list of LinkedIn URLs — either personal profiles or company pages — and extracts structured data from each one. Instead of manually clicking through profiles, Vayne turns your URL list into a clean CSV with 30+ fields per row, including names, job titles, company info, skills, employee counts and more.
Does Vayne scrape company pages as well as individual profiles?: Yes. Vayne handles both in the same pipeline. You simply need to separate your files between companies and profiles URL and upload then separately - then we return the right fields for each row type. Company rows include name, website, industry, employee count, headquarters, founded year and specialties.
Is it safe to scrape LinkedIn profiles with Vayne?: Yes. Unlike browser extensions that run directly inside LinkedIn and can trigger account restrictions, Vayne operates 100% in the cloud. There is no browser plugin footprint. We use smart request throttling, session cookie encryption and human-like browsing patterns. Vayne is widely recognized as the safest LinkedIn scraper on the market.
How many LinkedIn profiles can I scrape per day?: Since we are not using your LinkedIn account, there is technically no limit to the number of profiles you can retrieve every day. The only limit is the number of credits in your account. If you want a custom plan to scrape more profiles just reach out to our team.
Do you store the scraped LinkedIn data in a database?: No. Vayne scrapes every URL live, directly from LinkedIn, the moment you submit it. We don't maintain a shadow database of LinkedIn profiles and we don't resell scraped data to anyone. Each scrape is a fresh hit on LinkedIn, which is why your data is always up-to-date and GDPR-aligned on legitimate business interest.
What data fields do you extract from each profile?: For profiles: first name, last name, LinkedIn URL, headline, current job title, current company, company website, industry, employee count, location, number of connections and followers, skills, languages and certifications. For companies: name, website, industry, employee count, headquarters, founded year, specialties, description and tagline.
Can I scrape a list of LinkedIn URLs from a CSV file?: Yes. Upload a CSV, paste URLs directly, or call our API. Vayne accepts vanity URLs (linkedin.com/in/name), Sales Navigator URLs, and numerical IDs. Mixed lists of profile URLs and company URLs work in a single upload — Vayne detects the type of each row automatically.
Does the scraper work on LinkedIn Sales Navigator profile URLs?: Yes. Vayne normalizes Sales Navigator URLs and scrapes the underlying public profile. If you need to scrape an entire Sales Navigator search (not just a URL list), use the companion Sales Navigator Scraper — the two products work well together.
Is there a REST API for developers?: Yes. Vayne offers a full REST API that lets you submit single or batch scraping jobs, manage session cookies, check credits and retrieve data as CSV or JSON. Paste our OpenAPI documentation into any LLM (like Claude Code) and you'll have a working integration in minutes.
How does Vayne compare to Evaboot, Phantombuster or Apify?: Vayne offers the best combination in terms of prices, security and usage, with the ability to use your credits on all the services you need to build your sales stack. Evaboot does not offer a LinkedIn scraper, Apify requires to combine different services from multiple vendors you may not trust. Phantombuster is lacking the safety we provide and does not offer cookie less scraping for LinkedIn.

Start scraping LinkedIn profiles and companies today

Join 10,000+ sales teams, recruiters and agencies using Vayne to turn LinkedIn URLs into live, campaign-ready data. No credit card required.

Get started for free Book a demo

LinkedIn Profile & Company Scraper: Extract Live Data From Any LinkedIn URL

G2 Reviews

Trusted by 10,000+ lead generation experts

“Efficient LinkedIn Scraping with Exemplary Support”

“Revolutionary Data Gathering That Just Works - Backed by Great Support”

“Fast, simple, and robust: the perfect scraping tool.”

“Easy to Use, Budget-Friendly Scraper”

“Efficient and Reliable Tool for LinkedIn Data Scraping”

“Excellent scraping tools.”

“Best LinkedIn Scraper on the Market”

Scrape LinkedIn profiles and companies in 3 simple steps

No need to connect your LinkedIn account

Upload your list of LinkedIn URLs

Download the enriched CSV

Live, campaign-ready data.

Every LinkedIn field you actually need — for profiles and companies

Profile Data

Company Data

Proprietary cloud infrastructure.

Zero risk to your LinkedIn account

Never a stale record.

100% live data — never cached, never resold

LLM ready.

Automate profile & company scraping with our REST API

Who uses the LinkedIn Profile & Company Scraper

Outbound sales teams

Recruiters & agencies

Founders & investors

Lead gen agencies

How Vayne compares to other LinkedIn profile scrapers

Frequently asked questions about LinkedIn profile & company scraping

Start scraping LinkedIn profiles and companies today