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Sales Navigator scraper

Turn any Sales Navigator search into a clean, qualified leads list for your outbound campaigns

Build a Sales Navigator search, choose how many profiles you need, and get back a validated, deduplicated file with live LinkedIn data. Up to 15,000 profiles a day, with or without your own LinkedIn cookie.

  • Up to 15,000 profiles a day (incl. open profiles)
  • Searches over 2,500 results split automatically
  • AI ICP validation on every profile
Built for

One data source for sales, marketing and talent teams

Sales & GTM Build account and lead lists from any Sales Navigator search, then enrich and push them to your CRM or sequencer.
Marketing & ABM Size a segment before a campaign, build audiences by title, industry and headcount, and refresh them on a schedule.
Talent acquisition Source candidates with the same filters recruiters already use in Sales Navigator, and export a clean shortlist in minutes.
How it works

From search to file in three steps

  1. Sales Navigator connection screen in Vayne
    1 Choose your mode Connect your own Sales Navigator session in about twenty seconds, or use the cookie-less mode and let Vayne supply the LinkedIn session.
  2. Vayne screen with the Sales Navigator search URL field and the profile count selector
    2 Paste your search Prepare the search in Sales Navigator, paste its URL into Vayne and choose how many profiles to scrape. Vayne estimates the size before you launch.
  3. Completed order with the enriched CSV ready to download
    3 Download or deliver Vayne scrapes in the background, even if you close your laptop. Download the CSV, or send it to a webhook, Make, Clay or your CRM.
Two ways to run it

With your cookie, or without any cookie at all

Both modes run 100% in the cloud, with no browser extension. Pick the one that fits your team's risk profile and volume.

Your session Connect your Sales Navigator account

Paste your session cookie once. Vayne throttles requests to stay well within LinkedIn's normal usage patterns and uses your session only for your own orders.

  • Lead and account searches
  • Up to 15,000 profiles a day, 1 credit per profile
  • Email and phone enrichment in the same order
  • Automations for recurring searches
No cookie Cookie-less mode

Vayne runs the search on its own managed LinkedIn sessions. Your account is never connected, so there is nothing to put at risk.

  • Lead searches, up to 5,000 profiles per order
  • 2 credits per delivered profile, undelivered profiles refunded
  • No LinkedIn login, no cookie, no extension
  • Export the file and enrich it in one click; in-order enrichment is coming

Both modes are available on every plan, from the dashboard and the REST API.

AI ICP validation

Know which profiles really match your search

Sales Navigator sometimes returns profiles that drift from your filters. Vayne checks every scraped profile against all of the person's current positions and flags what does not match.

  • A match flag on every row
  • The exact fields that mismatch: title, industry, headcount
  • Duplicate detection against your previous orders
Vayne validation view with matching profiles and flagged mismatches
Scale

Large searches, without the 2,500-result wall

Vayne splits searches above 2,500 results automatically and runs them in the background. Once an order starts, expect roughly six minutes per 1,000 profiles.

  • Up to 15,000 profiles a day with your session
  • Automatic query splitting for full coverage
  • Scheduled Automations with webhook delivery
15,000 profiles a day
~6 min per 1,000 profiles
2,500+ results, split automatically
Illustration of cloud-based, throttled scraping
What you get

Live LinkedIn data, cleaned and ready for outreach

Every profile is fetched at the moment you run the order, deduplicated, and cleaned of LinkedIn filters, emojis and noise.

Spreadsheet preview of Sales Navigator leads exported by Vayne
Profile
  • First and last name
  • LinkedIn profile URL
  • Headline and current title
  • Complete employment and education history
  • Open Profile status
  • Connections and followers
  • Skills, languages, certifications
Company
  • Company name and LinkedIn URL
  • Description
  • Website
  • Industry
  • Specialties
  • HQ location
  • Employee count
  • Revenues
Vayne intelligence
  • ICP match flag and mismatch details
  • Already scraped (duplicate detection)
  • Verified email and phone, when enrichment is on
Compared

How Vayne compares to other Sales Navigator scrapers

Most Sales Navigator scrapers run on your own LinkedIn session and stop at LinkedIn's 2,500-result cap. Here is where Vayne differs.

Swipe sideways to see every vendor.

Feature Vayne Evaboot PhantomBuster Apify
Profiles per day 15,000 2,500 2,500 Varies by actor
Cookie-less mode (your account never connected) Yes No No Varies by actor
Automatic splitting past the 2,500-result cap Yes No No Varies by actor
AI ICP validation of every profile Yes Filter check No No
Email and phone enrichment in the same order Yes Emails only Via third parties Varies by actor
100% cloud, no browser extension Yes No Yes Yes
Scheduled automations with webhooks Yes No Yes Yes
REST API and MCP server for AI agents API + MCP API API API + MCP
Price for 10,000 profiles $29/mo $149/mo $79/mo $69/mo

Based on vendor websites and Vayne benchmarks, last checked April 2026. The 2,500 figure is LinkedIn's own per-search result cap, which tools without query splitting inherit. Prices are the vendors' published list prices for a comparable volume and may have changed.

Try Vayne free
Dashboard, API or agent

Run it where your team already works

Every order you can create in the dashboard is also available through the REST API and the MCP server, with the same credits.

  • Create orders, check credits and fetch results by API
  • Estimate a search before spending a credit
  • Webhooks and Make for no-code pipelines
  • Ask Claude or Cursor to build and run the search for you through MCP
Paste the API documentation into your favourite AI assistant to get a working integration in minutes.
GET /api/credits POST /api/... → CSV, JSON or webhook
G2 4.7 / 5 on G2

200 million+ leads generated. Trusted by 10,000+ lead generation experts.

Read all reviews on G2
Verified G2 review
Efficient LinkedIn Scraping with Exemplary Support
“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.”
SE Simon E. Alumni Relations Manager Enterprise (> 1000 emp.) · Jul 19, 2026
Verified G2 review
Revolutionary Data Gathering That Just Works - Backed by Great Support
“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.”
David K. Founder Small-Business (50 or fewer emp.) · Jun 9, 2026
Verified G2 review
Fast, simple, and robust: the perfect scraping tool.
“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!”
Fred D. CEO Small-Business (50 or fewer emp.) · May 19, 2026
FAQ

Questions about Sales Navigator scraping

Is it safe to scrape Sales Navigator with Vayne?

Vayne runs entirely in the cloud, with no browser extension. With your own session, requests are throttled to stay within normal usage patterns and your session is used only for your own orders. In cookie-less mode your account is never connected at all, so there is nothing to put at risk.

Do I need a Sales Navigator subscription?

With your own session, yes: Vayne works on top of your Sales Navigator Core or Advanced subscription. In cookie-less mode Vayne supplies the LinkedIn session, so you do not need one.

How many profiles can I scrape per day?

Up to 15,000 profiles a day with your own session. Searches larger than 2,500 results are split automatically so you get full coverage. Cookie-less orders take up to 5,000 profiles each. There is no daily limit in cookie-less mode.

How much does it cost?

One credit per profile with your own session, two credits per delivered profile in cookie-less mode. Undelivered profiles are refunded. Plans start at $29 a month for 10,000 credits and there is a free tier to try it.

What data is extracted?

Name, LinkedIn URL, headline, current title, company, company website and LinkedIn URL, industry, employee count, Open Profile status, connections, skills, languages and certifications, plus Vayne's ICP match flag and duplicate detection. Email and phone enrichment can be added to the same order.

How does the ICP validation work?

After the scrape, Vayne compares each profile with your original search filters across all of the person's current positions. Profiles that do not fully match are flagged with the fields that differ, so you can filter them out before outreach.

Can I schedule recurring searches?

Yes. Automations run a search daily, weekly or monthly and deliver the file to a webhook, so tools like Make, n8n or your CRM receive fresh leads without anyone logging in.

Is this GDPR compliant?

Vayne fetches public professional data at the moment you ask and does not build or resell a database. Processing B2B contact data for prospecting generally relies on legitimate interest; your own compliance team remains responsible for how the data is used.

Is there an API?

Yes. The REST API lets you create orders, connect a session, check credits, estimate a search and retrieve results as CSV or JSON. The same operations are exposed as MCP tools for AI agents.

Start your first Sales Navigator export today

Free credits to start. No credit card. Your session or ours.