LinkedIn Sales Navigator Scraper: Top Tools to Extract B2B Leads

A LinkedIn Sales Navigator scraper is one of the fastest ways to build a B2B lead list. Instead of manually copying and pasting prospect data from Sales Navigator searches, these tools automatically extract contact information, company details, and professional data—saving hours of tedious work and letting you focus on actual outreach.

But with dozens of LinkedIn scraping tools on the market—each with different pricing, safety profiles, and feature sets—choosing the right one can be overwhelming. This guide breaks down the top LinkedIn Sales Navigator scraper tools for 2026, compares their capabilities, and helps you pick the one that fits your lead generation workflow.

What Is a LinkedIn Sales Navigator Scraper?

A LinkedIn Sales Navigator scraper is software that extracts lead data directly from your Sales Navigator searches. When you run a search in Sales Navigator—filtering by job title, industry, company size, or location—a scraper pulls that data into a structured format like CSV or Excel, ready for import into your CRM or outreach tools.

Most scrapers extract data points including:

- Full name and job title
- Company name and industry
- Location and company size
- LinkedIn profile URL
- Email addresses (through enrichment)
- Phone numbers (through enrichment)
- Social media profiles

The key difference between a scraper and manual export is speed and scale. While LinkedIn limits what you can export natively, scrapers can pull thousands of leads in a single session—though you need to be mindful of LinkedIn's terms of service and rate limits to protect your account.

Top LinkedIn Sales Navigator Scraper Tools for 2026

After testing the most popular options and analyzing user reviews, here are the best LinkedIn Sales Navigator scrapers available today. Each has different strengths depending on your budget, technical skill level, and volume requirements.

Evaboot

Evaboot is a Chrome extension built specifically for Sales Navigator. It's used by over 50,000 professionals and focuses on clean, accurate data extraction with built-in duplicate detection.

- One-click lead extraction from Sales Navigator searches
- Automatic data cleaning and formatting
- Email finder with verification included
- Duplicate detection to keep lists clean
- CSV export with parsed columns
- Starting at $9/month (requires Sales Navigator subscription)

Evaboot is ideal for individual salespeople or small teams who want a simple, browser-based solution without complex setup. The main limitation is that it only works with Sales Navigator—you'll need a separate tool for regular LinkedIn scraping.

Scrupp

Scrupp positions itself as an all-in-one scraper that works across Sales Navigator, regular LinkedIn, and Apollo. It's particularly strong for teams that need verified email addresses and phone numbers alongside LinkedIn data.

- Works with Sales Navigator, LinkedIn, and Apollo
- Verified email and phone enrichment
- Consistent column formatting across sources
- Bulk export capabilities
- Starter plan at $39/month for 10,000 credits
- Growth plan at $59/month for 20,000 credits

Scrupp works well for teams that need multi-platform scraping with a single tool. The credit-based pricing means you pay for what you use rather than a flat monthly fee regardless of volume.

Phantombuster

Phantombuster is a cloud-based automation platform with over 100 pre-built workflows, including dedicated Sales Navigator scrapers. It's more powerful than browser extensions but requires more technical setup.

- Cloud-based (runs without your browser open)
- 100+ automation templates across platforms
- Sales Navigator search export
- LinkedIn activity scraping (engagement on posts)
- CRM integrations and webhooks
- Starting at $69/month

The downside of Phantombuster is that it requires your LinkedIn cookies, which poses higher account safety risks compared to browser extensions. It's best for power users who need advanced automation and can manage the technical requirements.

Vayne

Vayne stands out for high-volume extraction. While most scrapers limit you to a few hundred profiles per day, Vayne claims to handle 2,500+ profiles daily and can export up to 15,000 leads in a single operation.

- Extract 2,500+ profiles per day
- Export up to 15,000 leads at once
- No need to split complex searches
- Scheduled extractions
- Requires paid Sales Navigator account

Vayne is designed for agencies and large sales teams that need to build massive lead lists quickly. The high extraction limits come with higher account risk, so it's best for users with dedicated LinkedIn accounts for scraping.

Apify LinkedIn Sales Navigator Scraper

Apify offers a developer-friendly scraping platform with a dedicated Sales Navigator actor. It's pay-as-you-go with API access, making it ideal for developers or teams building custom lead generation pipelines.

- API-first platform
- People and company search scraping
- Email addresses and social profiles (when available)
- Webhook integrations
- Pay-per-use pricing
- Ideal for custom automation workflows

Apify is less user-friendly than browser extensions but offers more flexibility for teams that want to integrate scraping into larger automation systems. The pay-per-use model can be cost-effective for irregular or burst usage.

Account Safety: How to Scrape Without Getting Banned

LinkedIn actively detects and restricts accounts that violate their terms of service. Scraping at scale comes with real risks—from temporary restrictions to permanent bans. Here's how to minimize those risks while still building your lead lists efficiently.

- Respect daily limits: 100-250 profile views for free LinkedIn, 500-1,000 for Premium, up to 1,000 for Sales Navigator
- Use tools with human-like behavior: random delays, throttling, and natural patterns
- Avoid cookie-based tools when possible: browser extensions are generally safer than cloud tools that need your session cookies
- Don't scrape from your main account: use a dedicated account for lead generation activities
- Warm up new accounts gradually: don't start scraping thousands of profiles on day one
- Monitor for warnings: if LinkedIn sends restriction notices, slow down immediately

Some tools like Datablist offer scraping without requiring your LinkedIn credentials at all—they use publicly available data and don't directly interact with your account. While this limits what data you can access, it eliminates account risk entirely.

Key Features to Look for in a LinkedIn Sales Navigator Scraper

Not all scrapers are created equal. When evaluating tools, prioritize these features based on your specific workflow needs:

- Email enrichment: The ability to find verified email addresses for extracted leads is crucial for cold outreach
- Duplicate detection: Prevents wasted credits and keeps your CRM clean
- Data cleaning: Automatic formatting of names, titles, and company names saves hours of manual work
- CRM integrations: Direct export to Salesforce, HubSpot, or other tools streamlines your workflow
- Export formats: CSV, Excel, and direct API access for different use cases
- Usage limits: Understand what you get for the price—credits, daily limits, and monthly caps

Pricing Comparison: LinkedIn Sales Navigator Scraper Tools

Here's how the major tools compare on price. Remember that most require a Sales Navigator subscription ($99+/month) on top of the scraping tool cost:

- Evaboot: Starting at $9/month
- Datablist: Starting at $25/month (5,000 free credits included)
- Scrupp: $39-99/month based on credits
- Phantombuster: Starting at $69/month
- Closely: Starting at $49/month
- LaGrowthMachine: $72/month (multi-channel)
- Zopto: $197/month (includes 5,000 email contacts)

For most small teams, Evaboot or Scrupp offers the best value. Larger teams or agencies that need high volume and multi-channel outreach may find Phantombuster or Zopto worth the premium price.

Alternatives to Scraping: Intent-Based Lead Discovery

While LinkedIn Sales Navigator scrapers are powerful for building large lead lists, they have a fundamental limitation: the leads you extract are based on static profile data, not buying intent. You know someone's job title and company, but you don't know if they're actively looking for a solution like yours.

Intent-based lead discovery takes a different approach. Instead of scraping profiles that match demographic criteria, it finds people actively expressing buying signals—asking for recommendations, complaining about competitors, or discussing problems your product solves.

Tools like Prediqte scan Reddit and LinkedIn for high-intent conversations, scoring each lead based on relevance to your product. Instead of a list of 10,000 cold contacts, you get a curated list of warm prospects who are already in buying mode. At $4.95 per run with no monthly subscription, it's a cost-effective complement to traditional scraping when you want quality over quantity.

Choosing the Right LinkedIn Sales Navigator Scraper

The best LinkedIn Sales Navigator scraper depends on your specific needs. For simple, safe extraction with email enrichment, Evaboot is hard to beat. For multi-platform scraping with verified contact data, Scrupp offers strong value. For power users who need cloud-based automation across multiple platforms, Phantombuster provides the most flexibility—at higher cost and risk.

Whatever tool you choose, remember that scraping is just the first step. The real challenge is turning those extracted leads into conversations. Consider combining scraping for volume with intent-based discovery for quality—reaching out to the right people at the right time with the right message.