Creating a LinkedIn lead list from scratch manually takes time. Looking for data points like name, designation, emails, company name, job title, and industry from the profiles of employers, business owners, entrepreneurs, and decision-makers.
This is where a LinkedIn profile scraper comes into play. It is a tool that assists in creating an ideal client profile (ICP). Once the API web browser extension is installed, set the ICP data point for profile scraping. Find contact info from targeted profiles by using the ICP.
Check this comparison table of 25 LinkedIn profile scrapers for lead generation.
25 LinkedIn Profile Scraper Tools: A Concise Comparison
| LinkedIn Scraper Name | Features | Free plan | Pricing |
| GrowMeOrganic (Recommended) | ⚡Unlimited contact extraction ⚡LinkedIn Chrome extension ⚡Bulk Data export ⚡Email verification ⚡Filter LinkedIn profiles | Free trial | $39/month onwards |
| Bright Data | ⚡No code data scraping ⚡API | Free trial | $10/month onwards |
| LinkedIn Profile Extractor – Botster | ⚡Seed data training for bot ⚡Data point selection | Yes | $25/month onwards |
| Apify LinkedIn Profile Scraper | ⚡Chrome extension ⚡LinkedIn cookies for data scraping | Free trial | $25/month onwards |
| Proxycurl | ⚡API customization ⚡Built-in endpoints | Free credits | $10 for 100 credits onwards |
| Evaboot | ⚡Chrome extension ⚡Data export | Free leads export | $24/month onwards |
| Waalaxy | ⚡Dashboard feature ⚡Integration with 3rd-party apps | Free plan | $60.66/month onwards |
| PhantomBuster | ⚡Automatic profile visits ⚡Data export | Trial period | $56/month onwards |
| Nimble | ⚡Batch processing ⚡Use cases available | 100 credits/week | $600/year onwards |
| NetNut | ⚡API integration ⚡Data point selection | Free trial | $10/month onwards |
| LinkedIn Helper | ⚡Chrome extension ⚡One-click data scraping | Free | Free |
| Kaspr | ⚡Web-based app ⚡Unlimited email extraction | Free plan | $49/user/month |
| MeetAlfred | ⚡Sales Navigator compliant ⚡Automation | Free trial | $39/user/month |
| Wiza | ⚡Cloud-based tool Browser extension | Free plan | $83/user/month onwards |
| Skrapp | ⚡Integration with 3rd-party apps ⚡Email verification | Free plan | $29/month onwards |
| Bardeen | ⚡Scraper templates ⚡Multi-page scraping | Free plan | $10/month onwards |
| Relevance AI | ⚡GDPR-compliant ⚡CRM integration | Free plan | $199/month onwards |
| La Growth Machine | ⚡Data export ⚡Info verification | Trial period | $54.17/month onwards |
| Octopus CRM | ⚡Scraping automation ⚡3rd party integration | Trial period | $6.99/month onwards |
| Dux-Soup | ⚡Export data to CRM ⚡Scraping automation | Trial period | $11.25/user/month onwards |
| Lemlist | ⚡Chrome extension ⚡Verify profile data | Trial period | $39/user/month onwards |
| TexAu | ⚡Data points filtering ⚡Use case assistance | Trial period | $290/year onwards |
| Linked Helper 2 | ⚡CSV data export ⚡Scrape company profiles | Trial period | $8.25/month onwards |
| Surfe | ⚡Verify scraped data ⚡Chrome extension | 20 emails/month/user | $29/user/month onwards |
| Dripify | ⚡Data touch points ⚡Filter leads | Free trial | $39/user/month onwards |
Top 25 LinkedIn Profile Scraper Tools
GrowMeOrganic
G2 Review: 4.1/5
GrowMeOrganic offers a LinkedIn profile scraper as a Chrome extension that can scrape a LinkedIn profile to seek specified information. You can set data points to create an ideal client profile (ICP) to extract emails from LinkedIn. Use our Chrome extension when you visit a LinkedIn profile for scraping data.
For bulk profile scraping, search a keyword to find specific profiles. For example, search CEO + Marketing to discover the CEO profiles on LinkedIn. Scrape the CEO’s email address by visiting the profiles after the search. Export bulk data from search results in Excel and CSV formats.
Using our unlimited search credits, you can generate qualified leads to create a list and start your promotional ventures. Obtain contact details, including emails and phone numbers, to set up your marketing campaigns correctly. Our bulk profile exporting data and 3rd-party integrations will assist in implementing your sales outreach programs.
Features
- Extract unlimited contacts: Find someones email address at ease with our unlimited credits. Use our unlimited credits to scrape LinkedIn profiles and get leads for as low as $0.01/lead.
- Comprehensive information: Our LinkedIn Chrome extension delivers GDPR-compliant information like names, emails, phone numbers, job titles, etc.
- Filter LinkedIn profiles: Filter searched LinkedIn profiles in terms of industry, location, job title, company, revenue, etc.
- Email verification: GrowMeOrganic offers an email verification feature to scan and verify all the contact info extracted from LinkedIn to omit invalid emails.
- Unlimited data export: Export scraped data from LinkedIn in XLS, XLSX, and CSV format to integrate into your CRM and email campaigning platform. Use our unlimited export credits to create a lead list. Avail of a readymade B2B contact database to create a quick list of qualified leads and export to CRM.
- Chrome extension for automated email extraction: GrowMeOrganic’s Chrome extension enables automated email extraction for defined ICPs on LinkedIn. Export leads from Sales Navigator at ease.
Pricing
- It offers a trial period of 14 days for every premium plan.
- Starter: $39/month billed annually for scraping 2000 websites, 2000 LinkedIn contacts export, and adding 7000 contacts to CRM from 1 LinkedIn account.
- Growth: $79/month billed annually for scraping unlimited websites, unlimited LinkedIn contacts export, and adding unlimited contacts to CRM from 5 LinkedIn accounts for 5 users.
- Pro: $159/month billed annually for scraping unlimited websites, unlimited LinkedIn contacts export, and adding unlimited contacts to CRM from 5 LinkedIn accounts for unlimited users.
Bright Data
G2 Rating: 4.6/5
Bright Data offers a web scraper tool for extracting data from websites. It also has a dedicated LinkedIn profile scraper for extracting public data based on defined data points.
Features
- No code public data scraping
- Built-in proxy and CAPTCHA solving to avoid geo-restrictions
- Scraper API integration
- CCPA and GDPR-compliant
Pricing
- It offers a free trial period.
- Micro Package: $10/month
- Growth: $500/month
- Business: $1000/month
LinkedIn Profile Extractor – Botster
LinkedIn Profile Extractor is an online data scraping tool that can seek information from public LinkedIn pages. It is a bot that scrapes and prepares a list of data from bulk LinkedIn pages.
Features
- Scrapes public data available on LinkedIn
- Only profiles with public settings allow data extraction
- Seed data training for bot operation
- Choose data points
Pricing
- It has a free plan.
- Pay As You Go: Buy credits as per requirements.
- Basic Business: $25/month
- Pro Business: $49/month
Apify LinkedIn Profile Scraper
Capterra Rating for Apify: 4.8/5
Apify LinkedIn Profile Scraper is an API and a Chrome extension. It can be used to extract information from a LinkedIn account by running in the background.
Features
- Available in Chrome extension and API formats
- Requires a logged-in LinkedIn account to scrape info
- Need LinkedIn cookies to scrape data
Pricing
- It offers a 3-day trial period.
- Monthly plan: $25/month billed every month.
Proxycurl
Capterra rating: 4/5
Proxycurl is a LinkedIn profile scraper API that enables users to seek contact information, funding data, job descriptions, job history, and other data points. Users must manually input the LinkedIn profile URL to scrape data and export it.
Features
- Customize API endpoints for data scraping
- Fresh data from personal and company profiles
- Built-in endpoints for direct use
Pricing
- It has free credits for profile picture endpoints.
- Monthly: $49/month ($0.02/credit)
- Annually: $588/year ($0.017/credit)
- Pay as you go: $10 for 100 credits onwards.
Evaboot
G2 rating: 4.6/5
Evaboot serves clean data in bulk from LinkedIn Sales Navigator. Select names, company names, job titles, locations, and other data points to scrape and create a lead list.
Features
- Chrome extension for Scalable lead list creation
- Collaboration with multiple teams
- Profile data list export in CSV format
Pricing
- Free leads export.
- Monthly: $29/month
- Yearly: $24/month billed annually.
Waalaxy
G2 rating: 4.6/5
Waalaxy assists in finding and creating lead lists with its LinkedIn profile scraper. It is a Chrome extension service that can automate LinkedIn prospecting without requiring any coding experience.
Features
- Dashboard features linked to Chrome extension
- Automated LinkedIn prospecting tools
- Integration features
- Touchpoint optimization
Pricing
- It has a free plan.
- Monthly:
- Business: $173.32/month
- Advanced: $112/month
- Quarterly:
- Business: $138.66/month
- Advanced: $97.50/month
- Annually:
- Business: $86.66/month
- Advanced: $60.66/month
PhantomBuster
G2 Rating: 4.2/5
PhantomBuster offers a LinkedIn profile scraper with over 70 data points to select from for creating a custom lead list. It also automatically scrapes LinkedIn from given profile URLs.
Features
- Automatic LinkedIn profile visits
- LinkedIn Sales Navigator integration
- Data export in Excel, Google Sheets, and CSV formats
Pricing
- It offers a free 14-day trial period.
- Starter: $56/month billed annually
- Pro: $128/month billed annually
- Team: $352/month billed annually
Nimble
G2 Rating: 4.5/5
Nimble LinkedIn Scraper is a web API for profile scraping. Users can set structure features to get relevant data from LinkedIn profiles. It leverages AI for parsing and maintaining the accuracy of scraped profile data.
Features
- Scale profile scraping for batch processing
- Use cases available for specific LinkedIn profile scraping
- API Integration
Pricing
- It offers 100 credits/ week for free. Every premium plan has a free trial period.
- Essential: $600/year
- Advanced: $1500/year
- Professional: $3600/year
- Enterprise: Custom pricing
NetNut
G2 Rating: 4.9/5
NetNut has the Scraper API that can integrate with third-party software for LinkedIn profile scraping. It offers professional profile data displayed publicly in structured formats.
Features
- Professional and company data scraping
- Real-time data extraction
- API Integration
Pricing
- It offers free trials for paid plans.
- Starter: $10/annum.
- Advanced: $500/annum
- Production: $1000/annum
- Semi-pro: $1000/annum
- Professional: $1000/annum
- Master: Custom pricing.
LinkedIn Helper
LinkedIn Helper is a Chrome extension that functions as a LinkedIn profile scraper. Users can copy data while viewing LinkedIn profiles and create a lead list accordingly.
Features
- Chrome extension for data scraping
- One-click data copying from LinkedIn URLs
Pricing
- It is free to use.
Kaspr
G2 Rating: 4.4/5
Kaspr offers a personalized LinkedIn profile scraping extension by offering a wide range of data points. Users can set names, email IDs, company names, job titles, experience, etc to extract data from LinkedIn profiles.
Features
- Web-based app and Chrome extension
- CCPA and GDPR-compliant
- Unlimited email extraction in free and paid plans
Pricing
- It has a free plan. (unlimited B2B email credits)
- Starter: $49/user/month
- Business: $79/user/month
- Organization: $99/user/month
MeetAlfred
G2 Rating: 2.4/5
MeetAlfred is a LinkedIn automation tool that allows users to collect data from profiles. It offers a cloud-based data-scraping interface for team collaboration.
Features
- LinkedIn Sales Navigator integration
- Email marketing automation with lead list generation
Pricing
- It offers a free trial for paid plans.
- Individual: $39/user/month billed annually
- Business: $59/user/month billed annually
- Agency: Custom pricing
Wiza
G2 Rating: 4.5/5
Wiza is a LinkedIn profile scraper tool to fetch accurate data from LinkedIn profiles and groups. It integrates with LinkedIn Sales Navigator and exports data in Excel and CSV formats.
Features
- Cloud-based profile scraping with extension
- LinkedIn Sales Navigator and Recruiter data export
- Email verification function
- Data sync with 3rd-party integration
Pricing
- It has a free version.
- Email: $83/user/month
- Email + Phone: $166/user/month
Skrapp
G2 Rating: 3.9/5
Skrapp is an extension to search data in LinkedIn Sales Navigator, Groups, and Recruiter. It exports data in supported formats and syncs data with 3rd-party apps.
Features
- B2B email finder for LinkedIn
- Verified email addresses
- Integration with email marketing and campaign tools
Pricing
- It has a free plan.
- Starter: $29/month
- Seeker: $79/month
- Enterprise: $189/month
- Global 50K: $299/month
Bardeen
Bardeen offers a LinkedIn profile scraper extension for browsers to find data. Users can generate data from LinkedIn profiles and groups to save on spreadsheets and integrate with CRMs.
Features
- Integration with 3rd-party apps
- Default and custom scraper templates
- Multiple-page data scraping
- Actions and triggers for data scraping
Pricing
- It has a free plan.
- Professional: $10/month for 500 credits
- Business: $15/month for 500 credits and 2 users
- Enterprise: Custom pricing
Relevance AI
G2 Rating: 4.8/5
Relevance AI offers a LinkedIn profile scraper tool with default templates and pre-defined data points. Users can customize these points to build use-case-specific lead lists from LinkedIn scraping.
Features
- Qualified leads from raw data
- GDPR-compliant data scraping
- CRM integration for automation
Pricing
- It has a free plan.
- Team: $199/month for 100,000 credits
- Business: $599/month for 300,000 credits
- Enterprise: Custom pricing
La Growth Machine
G2 Rating: 4.8/5
La Growth Machine assists in scraping LinkedIn profiles and exporting data in CSV and Excel formats. It also enables recruiters and sales teams to verify info scraped from LinkedIn profiles.
Features
- Lead data generation and export
- CRM syncing
- Define touchpoints for qualified leads
Pricing
- It offers a free trial for 14 days.
- Basic: $54.17/month
- Pro: $108.34/month
- Ultimate: $162.52/month
Octopus CRM
G2 Rating: 4.4/5
Octopus CRM is a one-stop LinkedIn automation tool that assists users in scraping profiles for data. It makes LinkedIn prospecting simple by letting users set touchpoints for creating verified lead lists.
Features
- Automated LinkedIn profile visits
- LinkedIn Premium, Sales Navigator, and Recruiter support in the ‘Unlimited’ version
- Available as a Chrome extension
- 3rd-party integration
Pricing
- It offers a free trial.
- Starter: $6.99/month billed annually
- Pro: $9.99/month billed annually
- Advanced: $14.99/month billed annually
- Unlimited: $24.99/month billed annually
Dux-Soup
G2 Rating: 4.3/5
Dux-Soup is a LinkedIn automation tool that allows profile scraping. You can work on LinkedIn Sales Navigator and Recruiter to seek matching profiles from pre-defined touch points.
Features
- Automated profile scraping
- Export record to CRM
- Chrome extension and API
Pricing
- It offers a free trial period.
- Pro Dux: $11.25/user/month billed annually
- Turbo Dux: $41.25/user/month billed annually
- Cloud Dux: $74.17/user/month billed annually
Lemlist
G2 Rating: 4.4/5
Lemlist offers a LinkedIn profile scraper tool along with its lead management features. To find and scrape profiles via Sales Navigator, you can set data points such as job title, location, skills, experience, etc.
Features
- Chrome extension for LinkedIn scraping
- Data export in CSV and Excel formats
- Verify profile data
Pricing
- It offers a 14-day trial period.
- Email Starter: $39/user/month billed annually
- Email Pro: $69/user/month billed annually
- Multichannel Expert: $99/user/month billed annually
- Outreach Scale: $159/user/month billed annually
TexAu
G2 rating: 4.3/5
TexAu is a data extraction and lead generation automation tool that offers a LinkedIn profile scraper. Users can find and scrape LinkedIn profiles to create lead lists and integrate CRM platforms for campaigns.
Features
- Set data points for scraping
- Export data in Google Sheets and CSV formats
- Use cases assistance
Pricing
- It offers a 14-day free trial.
- Cloud Starter: $290/year billed annually
- Cloud Growth: $790/year billed annually
- Cloud Agency: $1990/year billed annually
Linked Helper 2
Capterra Rating: 4.8/5
Linked Helper 2 is a smart outreach automation tool with a LinkedIn profile scraper. You can find and scrape B2B and individual profiles to make lead lists for outreach automation.
Features
- Scrape data from individual and company profiles
- Works on LinkedIn Premium and Sales Navigator
- Data file export in CSV format
Pricing
- It offers a 14-day free trial.
- Standard: $8.25/month billed annually
- Pro: $24.75/month billed annually
Surfe
G2 Rating: 4.8/5
Surfe is a LinkedIn profile scraper that extracts data from LinkedIn Sales Navigator. Users can add and sync profile data automatically to CRM.
Features
- Scrape and verify data
- Export data lists to CRMs
- Chrome extension for automated data scraping
Pricing
- Free: 20 email finder/user/month
- Essential: $29/user/month
- Pro: $59/user/month
Dripify
G2 rating: 4.5/5
Dripify is an automation and prospecting tool that offers a profile scraper. Get LinkedIn profiles’ names, emails, phone numbers, and other data.
Features
- Set touch points for data scraping
- Filter leads with data points
- Export lead lists in CSV format to CRMs
Pricing
- It offers a free trial.
- Basic: $39/user/month
- Pro: $59/user/month
- Advanced: $79/user/month
Wrapping Up: Choose a Suitable LinkedIn Profile Scraper
Looking for specific data on targeted LinkedIn profiles takes a lot of time. Using a LinkedIn profile scraper makes this effort time-efficient and resourceful. Use the comparison table to match features with pricing plans to discover a suitable service. Create a prospect list at ease with a LinkedIn email finder for your marketing campaigns.
FAQs
- What is a LinkedIn profile scraper tool?
A LinkedIn profile scraper is a tool that automates data extraction from targeted LinkedIn profiles. A user can scrape names, job titles, company profiles, experience, and other data points from profiles.
- How can LinkedIn profile scraper tools benefit my business?
A LinkedIn profile scraper can benefit your business in the following ways.
- Fast profile data scraping and lead generation
- Automation for low turnaround time
- Filter data points for custom targeting
- Research markets and gain insights
- Looking into market trends and patterns for decision-making
- What kind of data can be scraped from LinkedIn?
A LinkedIn scraper can extract:
- Names
- Company details
- Email IDs
- Phone numbers
- Job titles
- Experience
- Past employers, etc
- What are the key features to look for in a LinkedIn profile scraper tool?
A LinkedIn profile scraper must have:
- Data law alignment (CCPA and GDPR-compliant)
- Automation
- Data export functions
- CRM integration
- Filters and data points
- Data verification
- Are there any specific tools recommended for startups and small businesses?
A small business or startup must have:
- A CRM system for finding lead generation and sales automation
- An SEO tool
- An accounting and invoicing tool
Scrape LinkedIn Profiles For Lead List Generation with GrowMeOrganic
Unlock your business’ potential with GrowMeOrganic’s LinkedIn profile scraper to find data on targeted LinkedIn profiles in one click. Find email addresses for free from LinkedIn Sales Navigator with our Chrome extension. Save up to $1000 every month with our LinkedIn prospecting services.
Start your free trial today and create a B2B sales funnel by using our LinkedIn scraper Chrome extension.
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