LinkedIn Leads Scraper | Sales Navigator Export avatar

LinkedIn Leads Scraper | Sales Navigator Export

Pricing

from $8.50 / 1,000 results

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LinkedIn Leads Scraper | Sales Navigator Export

LinkedIn Leads Scraper | Sales Navigator Export

Try for free

Export leads and accounts from any LinkedIn Sales Navigator search or saved list. Get name, job title, company, location, seniority, headcount and industry, or build the whole search from filters instead of pasting a URL. Bring your own seat and export to CSV, Excel or JSON in a single run.

Pricing

from $8.50 / 1,000 results

Rating

5.0

(1)

Developer

SilentFlow

SilentFlow

Maintained by Community

Actor stats

9

Bookmarked

273

Total users

11

Monthly active users

4.3 days

Issues response

a day ago

Last modified

Categories

Lead generation

Social media

Automation

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LinkedIn Sales Navigator Scraper - Pay Per Result

SilentFlow ยท LinkedIn Leads suite
ย ย LinkedIn Leads Scraper
You are here		ย ย LinkedIn Sales Navigator Scraper
LinkedIn Sales Navigator

From SilentFlow. Creators of Facebook Search Scraper and JD Products Scraper (#1 for โ€œjd scraperโ€ in Apify Store search), with 670,000+ combined lifetime runs.

by SilentFlow

Pay only for the data you get! Proxies included, no compute costs.

Scrape LinkedIn Sales Navigator leads and accounts, search by keywords, job titles, seniority, location, company, industry, and 30+ filters. Enrich profiles with skills, education, work history, and email/phone for 1st-degree connections. Look up any list of profiles by ID or URL with no LinkedIn account at all. Export to JSON or CSV.

โœจ Why use this scraper?

  • ๐Ÿ’ฐ Pay per result: No compute costs, only pay for data you get
  • ๐ŸŒ Proxies included: No need to configure or pay for proxies separately
  • ๐Ÿ” 30+ search filters: Title, seniority, location, industry, company size, years of experience, spotlight signals, and more
  • ๐Ÿ“‹ Saved list export: Export all members from any Sales Navigator saved list in one run
  • ๐Ÿ“ง Full profile enrichment: Skills, education, work history, email and phone (1st-degree connections)
  • ๐Ÿ”— 4 input modes: Search URL, filter parameters, profile IDs, or profile URLs
  • ๐Ÿ”“ No account needed for profile lookups: List profiles by ID or URL and get name, employer, location, school, photo, followers and connections without any cookies
  • ๐Ÿ”” Webhooks: Stream results to Zapier, Make, or n8n after each page

๐ŸŽฏ Use cases

IndustryApplication
SalesBuild targeted lead lists by job title, seniority, and company size
RecruitmentFind candidates by skills, education, and years of experience
MarketingIdentify decision-makers in specific industries and regions
Business developmentFind recently funded companies and their key contacts
Lead enrichmentEnrich existing contact lists with LinkedIn profile data
ResearchMap organizational structures across companies or industries

๐Ÿ”‘ Getting your LinkedIn cookies

Cookies are needed for Sales Navigator searches, saved lists and full profile details. To look up profiles by ID or URL, skip this section: those runs need no account.

Step 1, Export your cookies

  1. Install the Cookie-Editor Chrome extension
  2. Log into LinkedIn Sales Navigator
  3. Click the Cookie-Editor icon โ†’ Export โ†’ Export as JSON
  4. Paste the copied JSON into the cookies input field

Required cookies (automatically included in the full export):

  • li_at, main LinkedIn session token
  • JSESSIONID, CSRF token
  • li_a, Sales Navigator session token

Note: Cookies expire. If you get authentication errors, re-export from a fresh Sales Navigator session.

Step 2, Get your User-Agent

  1. Open whatismybrowser.com in the same browser you used to export cookies
  2. Copy your User-Agent (looks like Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36...)
  3. Paste it into the userAgent input field

Why it matters: LinkedIn verifies that your session matches the browser fingerprint. A mismatched User-Agent can cause authentication failures.

๐Ÿ“ฅ Input parameters

Authentication

ParameterTypeDescription
cookiesarrayLinkedIn browser cookies exported as JSON. Needed for searches, saved lists and full profile details, optional for profile lookups
userAgentstringUser-Agent string from the browser used to export cookies, only used with cookies
ParameterTypeDescription
searchUrlstringSales Navigator search or saved list URL
searchTypestringpeople (default) or companies
keywordsstringFree-text search across name, headline, company
profileUrlsarrayList of LinkedIn profile URLs to read directly, with or without cookies
profileIdsarrayLinkedIn profile IDs, the part of the address after linkedin.com/in/ (e.g. ["williamhgates"]). Read without cookies. A search URL or filters given in the same run take precedence

People filters

ParameterTypeDescription
jobTitlesarrayCurrent job titles (e.g. ["CEO", "VP of Engineering"])
seniorityLevelsarrayowner, cxo, vp, director, manager, senior, entry
locationsarrayGeographic locations (e.g. ["Paris", "United States"])
industriesarrayIndustry names (e.g. ["Software Development"])
companyHeadcountsarray1-10, 11-50, 51-200, 201-500, 501-1000, 1001-5000, 5001-10000, 10001+
companyTypesarraypublic, private, nonprofit, educational, government
currentCompaniesarrayFilter by current employer names
pastCompaniesarrayFilter by past employer names
schoolsarraySchool or university names
yearsInCurrentPositionarray0-1, 1-2, 3-5, 6-10, 10+
yearsInCurrentCompanyarray0-1, 1-2, 3-5, 6-10, 10+
yearsOfExperienceRangearray0-1, 1-2, 3-5, 6-10, 10+
changedJobsLast90DaysbooleanChanged jobs in the last 90 days
postedLast30DaysbooleanPosted on LinkedIn in the last 30 days
openToWorkbooleanHas the #OpenToWork signal
newsMentionedbooleanMentioned in recent news
teamLinkbooleanOnly leads in your TeamLink network
connectionDegreesarray1, 2, or 3
firstName / lastNamestringFilter by name
pastJobTitlesarrayFilter by past job titles

Company filters

ParameterTypeDescription
annualRevenuearray0-1m, 1-10m, 10-50m, 50-200m, 200m-1b, 1b+
recentlyFundedbooleanRecently received funding

Options

ParameterTypeDefaultDescription
limitinteger25Maximum number of results
fetchDetailsbooleanfalseFetch full profile: skills, education, experience, email/phone
startPageinteger1Page to resume from
webhookUrlstring,POST results to this URL after each page

Note: Proxies are automatically configured in Pay Per Result mode. No proxy setup needed.

๐Ÿ“Š Output data

Lead example

{
  "fullName": "Karlotcha Hoa",
  "firstName": "Karlotcha",
  "lastName": "Hoa",
  "headline": "Engineering Manager, Security Engineering at Gusto",
  "currentPosition": "Engineering Manager - Product Security Engineering Team",
  "currentCompany": "Gusto",
  "currentCompanyUrl": "https://www.linkedin.com/company/2499210",
  "location": "San Francisco, California, United States",
  "city": "San Francisco",
  "country": "California, United States",
  "seniority": "manager",
  "connectionDegree": 3,
  "yearsInPosition": "2 years 10 months",
  "yearsInCompany": "2 years 10 months",
  "profileUrl": "https://www.linkedin.com/in/karlotcha-hoa-94526325",
  "salesNavUrl": "https://www.linkedin.com/sales/lead/ACwAAAUy54UBcD9uYsH3wu8TAnfvyTVu0UeTxC0,NAME_SEARCH,Oefo",
  "isPremium": true,
  "isOpenToWork": false,
  "engagementSignals": {
    "jobChange": false,
    "postedRecently": false,
    "newsMentioned": false
  },
  "previousCompanies": ["Gusto", "HouseTrip", "Simply Business", "Wattics"],
  "scrapedAt": "2026-02-28T01:32:53Z"
}

Lead example (with fetchDetails: true)

{
  "fullName": "Karlotcha Hoa",
  "currentPosition": "Engineering Manager - Product Security Engineering Team",
  "currentCompany": "Gusto",
  "email": "k.hoa@gusto.com",
  "phone": "+1 415-000-0000",
  "skills": ["Ruby on Rails", "JavaScript", "Security Engineering", "Git", "Java"],
  "education": [
    {
      "schoolName": "Ecole centrale de Nantes",
      "degree": "Master's degree",
      "fieldOfStudy": "Software Engineering"
    }
  ],
  "experience": [
    {
      "title": "Engineering Manager - Product Security Engineering Team",
      "company": "Gusto",
      "isCurrent": true
    }
  ],
  "languages": ["English", "French"],
  "summary": "Engineering Manager focused on security...",
  "educationLevel": "Master",
  "yearsOfExperience": "8 years",
  "connections": 500,
  "followerCount": 1200,
  "companyDetails": {
    "name": "Gusto",
    "industry": "Software Development",
    "description": "Gusto is a modern, online people platform..."
  },
  "scrapedAt": "2026-02-28T01:32:53Z"
}

Account example

{
  "name": "Stripe",
  "industry": "Financial Services",
  "employeeCount": 8000,
  "employeeRange": "5001-10000",
  "headquarters": "San Francisco, California, United States",
  "revenue": "$1B+",
  "companyUrl": "https://www.linkedin.com/company/stripe",
  "salesNavUrl": "https://www.linkedin.com/sales/company/...",
  "followers": 850000,
  "description": "Stripe is a financial infrastructure platform for businesses.",
  "website": "https://stripe.com",
  "founded": 2010,
  "scrapedAt": "2026-02-28T01:32:53Z"
}

๐Ÿ—‚๏ธ Data fields

Leads, Standard

CategoryFields
IdentityfullName, firstName, lastName, headline, profileUrl, salesNavUrl, profilePicture
PositioncurrentPosition, currentCompany, currentCompanyUrl, seniority, yearsInPosition, yearsInCompany
Locationlocation, city, country
NetworkconnectionDegree, isPremium, isOpenToWork, previousCompanies
SignalsengagementSignals (jobChange, postedRecently, newsMentioned)
MetascrapedAt

Leads, With fetchDetails: true

CategoryFields
Contactemail, phone, websites
Profilesummary, skills, certifications, languages, industry
Educationeducation, educationLevel, schoolName
Careerexperience, yearsOfExperience
Extraspublications, patents, volunteering, honorsAwards, projects, courses, recommendations
CompanycompanyDetails (website, industry, headcount, description)
Networkconnections, followerCount

Columns filled only by a search: salesNavUrl, connectionDegree, isPremium, isOpenToWork and engagementSignals are published on Sales Navigator search results, not on the profile itself. A run started from profileUrls or profileIds leaves those five empty. Every other column above is filled whenever LinkedIn publishes it, in both modes.

Leads, Profile lookup without cookies

A run given profileIds or profileUrls and no cookies reads the profile LinkedIn shows to everyone. It fills fullName, firstName, lastName, publicId, profileUrl, profilePicture, currentCompany, currentCompanyUrl, location, city, country, schoolName, education, followerCount and connections. Add your cookies to also get the headline, job title, work history, skills and contact details.

Accounts

CategoryFields
Identityname, companyUrl, salesNavUrl, logo
Businessindustry, employeeCount, employeeRange, revenue, headquarters
Socialfollowers, description
Details (fetchDetails)website, founded, specialties, phone, address, companyType

๐Ÿš€ Examples

Search Engineering Managers at mid-size companies

{
  "cookies": [{"name": "li_at", "value": "..."}, {"name": "JSESSIONID", "value": "ajax:..."}],
  "jobTitles": ["Engineering Manager", "VP of Engineering"],
  "seniorityLevels": ["manager", "vp"],
  "companyHeadcounts": ["51-200", "201-500"],
  "locations": ["San Francisco Bay Area", "New York City"],
  "limit": 100
}

Export a Sales Navigator saved list

{
  "cookies": [{"name": "li_at", "value": "..."}, {"name": "JSESSIONID", "value": "ajax:..."}],
  "searchUrl": "https://www.linkedin.com/sales/lists/people/123456789",
  "fetchDetails": true,
  "limit": 500
}

Find recently funded companies

{
  "cookies": [{"name": "li_at", "value": "..."}, {"name": "JSESSIONID", "value": "ajax:..."}],
  "searchType": "companies",
  "industries": ["Software Development", "Artificial Intelligence"],
  "recentlyFunded": true,
  "annualRevenue": ["1-10m", "10-50m"],
  "limit": 50
}

Look up profiles by ID, no account needed

{
  "profileIds": ["williamhgates", "satyanadella"]
}

Enrich a list of LinkedIn profiles

{
  "cookies": [{"name": "li_at", "value": "..."}, {"name": "JSESSIONID", "value": "ajax:..."}],
  "profileUrls": [
    "https://www.linkedin.com/in/satya-nadella",
    "https://www.linkedin.com/in/jeffweiner08"
  ],
  "fetchDetails": true
}

๐Ÿ’ป Integrations

Python

from apify_client import ApifyClient


client = ApifyClient("YOUR_API_TOKEN")


run = client.actor("silentflow/linkedin-sales-navigator-scraper-ppr").call(run_input={
    "cookies": [{"name": "li_at", "value": "YOUR_LI_AT_COOKIE"}],
    "jobTitles": ["CEO", "CTO"],
    "locations": ["New York City"],
    "seniorityLevels": ["cxo"],
    "limit": 100,
    "fetchDetails": True,
})


for lead in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(f"{lead['fullName']}, {lead['currentPosition']} at {lead['currentCompany']}")

JavaScript

import { ApifyClient } from 'apify-client';


const client = new ApifyClient({ token: 'YOUR_API_TOKEN' });


const run = await client.actor('silentflow/linkedin-sales-navigator-scraper-ppr').call({
    cookies: [{ name: 'li_at', value: 'YOUR_LI_AT_COOKIE' }],
    jobTitles: ['CEO', 'CTO'],
    locations: ['New York City'],
    seniorityLevels: ['cxo'],
    limit: 100,
    fetchDetails: true,
});


const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach(lead => {
    console.log(`${lead.fullName}, ${lead.currentPosition} at ${lead.currentCompany}`);
});

๐Ÿ“ˆ Performance & limits

MetricValue
Results per page25 leads
Max results per run2,500
Full details (fetchDetails)+3โ€“5 seconds per result
Sales Navigator search limit2,500 results

๐Ÿ’ก Tips for best results

  1. Export fresh cookies: LinkedIn session cookies expire. Re-export if you get authentication errors.
  2. Match the User-Agent: The userAgent must match the browser you used to export the cookies.
  3. Use searchUrl for complex filters: Build your search in Sales Navigator, then copy the URL for the most accurate results.
  4. Combine spotlight filters: Use changedJobsLast90Days + postedLast30Days to target the most engaged leads.
  5. Resume interrupted runs: Use startPage to continue from where you left off.
  6. Email availability: Emails are only available for 1st-degree connections with fetchDetails: true.

โ“ FAQ

Q: Do I need a Sales Navigator subscription? A: For searches and saved lists, yes. Looking up profiles by ID or URL needs no LinkedIn account at all.

Q: What is a profile ID? A: The part of a LinkedIn profile address after linkedin.com/in/. For https://www.linkedin.com/in/williamhgates it is williamhgates.

Q: How do I export my LinkedIn cookies? A: Install a browser extension like Cookie-Editor or EditThisCookie, log into LinkedIn Sales Navigator, then export cookies as JSON.

Q: Do I need to configure proxies? A: No, proxies are included and automatically configured in Pay Per Result mode.

Q: Can I scrape all search results automatically? A: Yes, the scraper paginates automatically up to your limit (max 2,500).

Q: Why are emails missing from some results? A: LinkedIn only exposes email addresses for your 1st-degree connections, and only when fetchDetails: true.

Q: Can I use this for company account search? A: Yes, set searchType: "companies" or use a company search URL from Sales Navigator.

More SilentFlow scrapers

๐Ÿ›’ E-commerce

๐Ÿ’ผ Jobs

๐Ÿ  Real estate

๐Ÿ“ฃ Social media

๐Ÿข Business data

โœˆ๏ธ Travel

๐ŸŽฏ Lead generation

๐Ÿ”Ž SEO

๐Ÿ“ˆ Marketing

๐ŸŽฌ Video

๐Ÿ“ฐ News

๐Ÿงฐ More tools

๐Ÿ“ฌ Support

Need help? We're here for you:

  • Feature requests: Let us know what you need
  • Custom solutions: Contact us for enterprise integrations or high-volume needs

Check out our other scrapers: SilentFlow on Apify

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