Top 11 LinkedIn Scraping Tools in 2025

Nicolas Fernandez
🦁 Expert Growth, Outbound & AI : +10k meetings booked | 153 customers

Looking to turn LinkedIn into your #1 lead engine in 2025?

If you’re in sales, you already know that LinkedIn Sales Navigator is the best B2B prospecting database on the planet. But let’s be real — manually copying leads, checking emails, or digging for job titles is a massive time drain.

The fix? LinkedIn scraping tools.

Here’s what you’ll find in this guide: 

✅ The best LinkedIn Sales Navigator scraping tools in 2025

✅ Their must-know features to elevate your lead game

✅ What they cost — and which ones are worth it

Let’s dive in and see which tool fits your workflow.

Meme showing a user choosing to combine Sales Navigator with scraping tools for better lead generation

Pronto

Screenshot of Pronto homepage promoting LinkedIn scraping and real-time lead enrichment

Want clean data, verified emails, and instant CRM sync — in seconds?

Pronto is your all-in-one free LinkedIn Sales Navigator scraper, built for sales professionals who want efficiency and precision in one click.

Features

  • Chrome extension with an “Export to Pronto” button on Sales Navigator
  • Advanced LinkedIn scraping with export-ready CSVs
  • Built-in email and phone number finder
  • Real-time sync with your CRM
  • Company lookalikes to expand your target pool
ProntoHQ lead export dashboard showing list size, email enrichment, and LinkedIn profiles
Pro Tip: Set business signals like job changes or team growth to trigger timely outreach

Pricing

  • From €49/month: scraping, data cleaning, enrichment, 1-click export, and company lookalikes
  • Free Plan: Limited scrapes per day with email and phone enrichment included
GIF showing Pronto scraping, cleaning, and enriching LinkedIn data for faster prospecting

Phantombuster

Screenshot of Phantombuster homepage showing 24/7 LinkedIn lead scraping and automation

Want flexible automations that work while you sleep?

Phantombuster is built for advanced users who want LinkedIn scraping and outreach flows stitched together — all without coding.

Features

  • 50+ automation templates for LinkedIn and Sales Navigator
  • Scrape anything from post likes to group members and followers
Pro Tip: Use pre-built Phantoms with advanced filters to skip hours of setup time.

Pricing

  • From €56/month: 20 hours of automation, 5 workflows, 500 emails
  • Free Plan: 14-day trial, includes 2h of execution and 50 email credits
GIF showing Phantombuster automating LinkedIn scraping for posts, profiles, and group data

Captain Data

Screenshot of Captain Data homepage featuring intent data API for sales automation

Need to power your entire sales team with scalable LinkedIn scraping?

Captain Data is built for teams that need reliable workflows to extract, enrich, and activate LinkedIn data — no tech experience required.

Features

  • Scrapes from LinkedIn, Sales Navigator, and across the web
  • Integrates with Lemlist, HubSpot, and Google Drive
  • Pre-built multi-channel workflows for LinkedIn + email automation
Pro Tip: Share access across your whole sales team to scale faster without multiplying accounts.

Pricing

  • From $399/month: 10,000 credits, team sharing, full access
  • Free Plan: 14-day trial with 1,000 credits and workflow access

La Growth Machine

Screenshot of La Growth Machine homepage showing multichannel cold outreach automation

Want outreach sequences that feel 1-to-1 — but run on autopilot?

La Growth Machine helps you create multi-channel flows across LinkedIn, email, and even Twitter — all synced to LinkedIn data.

Features

  • Scrapes and enriches LinkedIn data with verified business emails
  • Fully customizable logic: control when and how messages go out
  • Works on all browsers — not just Chrome
  • Skips LinkedIn’s 100-invite limit when you remove the note
Pro Tip: Use conditional logic in your sequences to trigger the right message based on each prospect’s behavior.

Pricing

  • From €50/month: scraping, multi-channel outreach, and enrichment
  • Free Plan: Full 14-day access to premium features
GIF showing La Growth Machine building multi-channel outreach flows using LinkedIn data

Waalaxy

Screenshot of Waalaxy homepage promoting LinkedIn scraping and acquisition automation

Want quick automation with minimal setup?

Waalaxy is the ideal entry point if you're looking for a Chrome-based tool that offers fast, efficient scraping and multi-channel prospecting — perfect for LinkedIn-first sales strategies.

Features

  • Chrome extension to automate LinkedIn profile visits, invites, and messages
  • Scrape leads from LinkedIn and enrich them with email extracted from LinkedIn
  • Build prospecting sequences that combine LinkedIn, email, and even Twitter
  • Bypasses LinkedIn’s weekly invite limit

Pro Tip: Upgrade to the Business Plan to unlock follow-up emails that drive actual conversions.

Pricing

  • From €19/month: 300 LinkedIn invites, email credits, automation
  • Free Plan: 7-day trial to explore each tier

Dux-Soup

Screenshot of Dux-Soup homepage offering LinkedIn lead automation and follow-up workflows

Want scraping that flies under LinkedIn’s radar?

Dux-Soup automates LinkedIn outreach while mimicking human behavior — great for beginners or solo prospectors.

Features

  • Automates profile visits, follows, messages, and data scraping
  • Integrates directly with CRMs like Pipedrive
  • Mimics human behavior to reduce risk of being flagged by LinkedIn
  • Allows for workflow-based automation with Turbo plan
Pro Tip: Let Dux-Soup feed warm leads directly into your CRM with minimal manual touchpoints.

Pricing

  • From $14.99/month basic, $55/month for Turbo
  • Free Plan: 14-day Turbo trial included

Lemlist

Screenshot of Lemlist homepage showing cold outreach with LinkedIn scraping and email enrichment

Want to stand out in the inbox — and on LinkedIn?

Lemlist lets you scrape LinkedIn, enrich contact data, and launch ultra-personalized sequences using cold email and LinkedIn in sync.

Features

  • Connect your CRM, CSV, or scrape contacts from LinkedIn
  • Personalize every message with Liquid syntax and dynamic images
  • Enrich leads before outreach to boost relevance
Pro Tip: Combine job title + dynamic image personalization for LinkedIn messages that get replies.

Pricing

  • From $55/month: scraping, outreach, and enrichment
  • Free Plan: 14-day access to core features + upgrade tests

Evaboot

Screenshot of Evaboot homepage showing 1-click LinkedIn Sales Navigator export and email finder

Just need fast, clean data exports from Sales Navigator?

Evaboot is a plug-and-play Chrome extension that scrapes filtered searches in seconds and delivers ready-to-use CSVs.

Features

  • Export from Sales Navigator with the Evaboot Chrome extension
  • Cleaned and deduplicated profile data
  • Email enrichment included
  • Output files are ready for CRM upload — no cleanup needed

Pricing

  • From $8/month: 100 credits/month, email finder, data cleaning
  • Free plan: Limited credits

TexAu

Need 100% customizable LinkedIn scraping workflows with conditional logic?TexAu gives you full control over your automation — from scraping to enrichment to outreach — with a modular, no-code builder.

Features

  • Create complex workflows using if/then logic, delays, triggers
  • Scrape LinkedIn and Sales Navigator
  • Pre-built templates available + ability to build and share custom flows
  • Available in Cloud and Desktop versions
Pro Tip: Use timing delays and triggers in TexAu to mimic human-like interactions and reduce ban risk.

Pricing

  • From $59/month: 30h/day run time, 500 enrichments
  • Free Plan: 14-day trial with 2h/day and 50 credits

Linked Helper 2

Screenshot of Linked Helper 2 homepage showing LinkedIn campaign automation features

Need an all-in-one LinkedIn automation tool with local install reliability?

Linked Helper 2 lets you manage every stage of LinkedIn outreach — from first visit to post-connection messaging — all without browser limitations.

Features

  • Automates scraping, visiting, connecting, messaging, and more
  • No cookie-based tracking — reliable LinkedIn session handling
  • Supports multiple LinkedIn profiles in one account
  • Create and save your own LinkedIn prospecting scenarios
Pro Tip: Use multi-profile support to scale outreach across your sales team without separate Chrome setups.

Pricing

  • From $8.25/month, $24.75/month for full Pro features
  • Free Plan: 14-day trial to test automation scenarios

Surfe (ex-Leadjet)

ALT description: Screenshot of Surfe homepage showing LinkedIn contact sync with CRMs like HubSpot and Salesforce

Want your CRM and LinkedIn to work like one app?

Surfe connects your CRM to LinkedIn — every profile visit becomes a fully enriched contact inside your pipeline.

Features

  • Chrome extension to capture leads and sync them into Hubspot, Salesforce, Pipedrive, Copper
  • Auto-fills name, title, company, and links directly from LinkedIn
  • Adds call/email actions inside LinkedIn UI
Pro Tip: Combine Surfe with an email finder tool to enrich new leads the moment you add them to your CRM — no CSVs needed.

Pricing

  • From €29/month: 100 exports from Sales Navigator, 150 email finder, 50 mobile phone finder, and unlimited email validation
  • Free Plan: 20 emails, 5 phones, unlimited validations + 14-day trial for premium plans

Coolsales

Want fewer leads — but more of the right ones?

Coolsales scrapes job boards to find companies hiring your ideal customer — so you can hit them with perfect timing.

Features

  • Scrapes job boards to find companies hiring your ICP
  • Matches filters to your ideal customer profile
  • Enriches leads with contact data and auto-sends to your sales tools
  • Integrates with Lemlist, La Growth Machine, Datananas, Emelia
Pro Tip: Target companies hiring for pain points your product solves — this “timing-based” trigger can double your reply rate.

Pricing

  • Custom pricing based on features and volume

Which LinkedIn Scraping Tool is Right for You?

You’ve got options — from ultra-light Chrome extensions to full-blown sales automation platforms.

Some tools focus on workflow customization (TexAu, Captain Data),
Others shine with multi-channel outreach (La Growth Machine, Lemlist),
And a few are perfect for fast, clean data extraction (Evaboot, Waalaxy).

But if you’re looking for:

🧲 Clean, enriched LinkedIn data

⚙️ A fast, intuitive interface

📥 Built-in emails and phone numbers enrichment

💸 A free plan that actually gets results

Then Pronto is the one to try.

It’s built for sales teams who want to move fast, stay compliant, and close more — without dealing with clunky setups or bloated workflows.

Here's a quick comparison table of the best LinkedIn Sales Navigator scraping tools: 

Extension Finder Free Plan Starting Price
Pronto ✅ Yes ✅ Yes €49/month
Phantombuster ❌ Email only ❌ No (14-day trial only) €56/month
Captain Data ❌ Email only ❌ No (14-day trial only) $399/month
La Growth Machine ❌ Email only ❌ No (14-day trial only) €50/month
Waalaxy ❌ Email only ✅ Yes $21/month
Dux-Soup ❌ No ❌ No (14-day trial only) $14.99/month
Lemlist ✅ Yes ❌ No (14-day trial only) $55/month
Evaboot ❌ Email only ✅ Yes $8/month
TexAu ❌ Email only ❌ No (14-day trial only) $59/month
Linked Helper 2 ❌ No ❌ No (14-day trial only) $8.25/month
Surfe (ex-Leadjet) ✅ Yes ✅ Yes €29/month
Coolsales ❌ Email only ❌ No (14-day trial only) Custom pricing

Ready to turn LinkedIn into your best-performing sales channel? Try Pronto's free plan and see what streamlined prospecting feels like.

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