Searching for LinkedIn profiles for potential clients and businesses is a tiresome job. But with LinkedIn scraping tools, all the worries have vanished. 

Scraping LinkedIn profiles has become relatively easy with the best LinkedIn automation tools. LinkedIn Scraping tool gathers and extracts valuable data from LinkedIn. It makes searching for profiles and reaching potential clients quickly. But how do you choose the perfect scraping tool when many options are available? Do not worry!   

In this blog, we will discuss the top LinkedIn scraping tools to help you choose the best. LinkedIn scraping tool will benefit you whether you work as a recruiter or a salesperson

What Is A LinkedIn Scraper?

A LinkedIn scraper is a tool created to collect data from LinkedIn profiles, pages, and posts. Various tasks are accomplished using these tools, such as:

• Lead Generation: Collecting contact information and details about potential clients or partners.
• Recruitment: Extracting candidate profiles for work openings.
• Market Research: Gathering information on competitors, industry trends, and advertising insights.
• Sales Prospecting: Identifying and compiling records of potential clients.
• Networking: Building a database of associations and industry professionals.

LinkedIn scrapers can simplify the data collection process, increasing efficiency over manual entry. Nevertheless, it is vital to utilize these tools in a capable way and follow LinkedIn’s terms of benefit to prevent account suspension or lawful complications. 

What Data to Scrape From LinkedIn?

When scraping data from LinkedIn, the types of data commonly extracted include:

• Profile Information:
  •    Full Name
  •    Job Title
  •    Current Company
  •    Previous Companies
  •    Education
  •    Location
  •    Profile Picture
  •    Summary/Bio
  •    Contact Information (if available)

• Experience Details:
  •    Job Titles
  •    Companies Worked For
  •    Duration of Employment
  •    Job Descriptions

• Education:
  •    Schools Attended
  •    Degrees Obtained
  •    Fields of Study
  •    Graduation Dates

• Skills and Endorsements:
  •    List of Skills
  •    Number of Endorsements for Each Skill

• Recommendations:
  •    Written Recommendations
  •    Number of Recommendations Given and Received

• Connections:
  •    Number of Connections
  •    List of Connections (if available)

• Posts and Activity:
  •    Articles Published
  •    Posts Made
  •    Engagement Metrics (Likes, Comments, Shares)

• Groups and Interests:
  •    Groups Joined
  •    Interests and Following (Companies, Influencers, etc.)

• Contact Information:
  •    Email Addresses (if public)
  •    Phone Numbers (if public)
  •    Social Media Links

• Certifications and Licences :
  •     Certifications Obtained
  •     Issuing Authorities
  •     Dates of Issue and Expiry

It is imperative to use this information ethically and in compliance with LinkedIn’s terms of benefit. When scraping data from LinkedIn, the types of data commonly extracted include:

Aspect To Consider When Evaluating LinkedIn Scraping Tools

• Compliance with LinkedIn’s Terms of Service: Guarantee the tool adheres to LinkedIn’s rules to avoid account suspension or lawful issues.
• Data Accuracy and Freshness: Survey the accuracy and timeliness of the information collected by the device.
• Ease of Use: Consider the tool’s client interface and ease of setup and operation.
• Data Extraction Capabilities: Confirm the types of information the tool can extract and whether it meets your needs (e.g., profiles, posts, company information).
• Customisation and Filtering: Check if the tool permits customization of scraping criteria and filtering of results to target specific information points.
• Speed and Efficiency: Evaluate how rapidly and productively the tool can scrape large volumes of information.
• Scalability: Decide if the tool can handle your information volume requirements, especially for large-scale scraping.
• Integration and Export Options: Search for tools that offer integration with other software (e.g., CRMs) and provide various export choices (CSV, Excel, APIs).
• Security and Privacy: Survey how the tool handles information security and privacy, including data capacity and protection mechanisms.
• Support and Documentation: Check the availability of client support, client documentation, and community forums for troubleshooting and help.
• Cost and Pricing Structure: Compare the pricing plans and consider if the tool gives great value for the features offered. 
• Reputation and Reviews: Research user reviews and feedback to gauge the tool’s reliability and performance.

Also Read: Top Lead Generation Tools

Top 13 LinkedIn Scraping Tools 

1. Proxycurl

Proxycurl is a robust data extraction tool designed specifically for LinkedIn and other web sources. It provides a REST API that permits businesses to extract detailed LinkedIn profile data, such as work involvement, education, and skills.

Known for its high accuracy and reliability, Proxycurl is perfect for companies looking to assemble comprehensive LinkedIn information for purposes like lead generation, market research, and enlistment.

Its real-time data extraction guarantees up-to-date data, making it a valuable resource for businesses aiming to use LinkedIn data efficiently.

Key Features

• REST API Integration: Simplifies the method of integrating information extraction capabilities into existing systems.
• Real-Time Data Extraction: Guarantees the information gathered is up-to-date and accurate.
• Comprehensive Profile Information: Extricates detailed data including work history, education, and aptitudes. 
• High Scalability: Handles large volumes of data requests efficiently.
• Compliance: Adheres to LinkedIn’s terms of service to avoid legal issues.

Pricing 

Plans	Pricing
Starter	$49/month
Growth	$299/month
Pro	$899/month
Enterprise	$2000/month
ULtra	$1899/month

2. Apify

Apify is a versatile web scraping and automation platform that supports LinkedIn information extraction. It allows clients to create custom scraping scripts or use pre-built actors to gather LinkedIn data. Apify’s cloud-based foundation guarantees scalability and ease of use, making it reasonable for businesses of all sizes.

With Apify, users can automate data collection processes, gather valuable insights, and integrate extracted data into their workflows seamlessly.

Key Features

• Customisable Scraping Scripts: Clients can make their own scraping workflows or utilise pre-built ones.
• Cloud-Based Infrastructure: Offers adaptability and simple access from anywhere. 
• Pre-Built Actors: Provides ready-to-use scraping solutions for quick setup.
• Automation Capabilities: Automates data collection processes to save time and effort.
• Integration Options: Effectively integrates with other tools and platforms for consistent information workflow.

Pricing

Plans	Pricing
Free	$49/month
Starter	$199/month
Business	$999/month
Enterprise	Custom Pricing

3. HeyReach

HeyReach is a LinkedIn automation tool outlined to simplify outreach and lead generation efforts. It automates tasks such as association demands, messaging, and follow-ups, allowing clients to scale their LinkedIn activities proficiently.

HeyReach focuses on improving client engagement and reaction rates by enabling personalised intelligent and consistent follow-ups, making it an essential tool for sales and marketing professionals. 

Key Features

• Automated Outreach: Simplifies connection requests, messaging, and follow-ups.
• Personalisation Options: Allows users to personalise messages to enhance engagement.
• Scalable Operations: Enables users to handle large-scale outreach efforts efficiently.
• Follow-Up Automation: Guarantees reliable follow-ups to improve response rates.
• User-Friendly Interface: Gives an instinctive interface for easy setup and management. 

Pricing 

Plans	Pricing
Starter	$79/month
Agency	$799/month
Unlimited	$1999/month

4. PhantomBuster

PhantomBuster is a cloud-based web scraper and automator designed specifically for LinkedIn, but it can also be used for other social media. It includes a wide variety of automation options, from the extraction of data to connection requests and messages.

Users can apply it for macros, mine data from LinkedIn, and work it into their systems. Its benefits and practicality are resonating with marketers, salespeople, and recruiters who strive to upgrade their LinkedIn engagement. 

Key Features

• Wide Range of Automations: Supports tasks like data extraction, connection requests, and messaging.
• Cloud-Based: Provides easy access and scalability for users.
• Pre-Built Templates: Offers ready-to-use automation templates for quick setup.
• Customisable Workflows: Permits clients to create and customize their possess automation workflows.
• Integration Capabilities: Effortlessly integrates with other tools and platforms. 

Pricing 

Plans	Pricing
Trial
Starter	$69/month
Pro	$159/month
Team	$439/month

5. Dripify

Dripify is an application for expanding connections and filtering leads on LinkedIn for users who choose the automation of outreach. Some notable features include Automatic connection requests, Personal Messages, and Drip Messaging.

The major strength of Dripify thus, lies in its relative capabilities and simplicity, specifically in terms of automation and Personalisation of messages, thereby making it ideal for sales and marketing professionals who want to optimise their conversion rates on LinkedIn.

Key Features

• Automated Outreach: Simplifies the process of sending connection requests and messages.
• Drip Campaigns: Allows users to create automated sequences of messages.
• Personalisation: Enables customised messages to enhance engagement.
• Analytics and Tracking: Give insights into campaign execution and engagement.
• User-Friendly Interface: Simple to set up and manage. 

Pricing

Plans	Pricing
Basic	$39/month
Pro	$59/month
Advance	$79/month

6. Oxylabs

Oxylabs is one of the best Proxy services provider companies which also deals in advanced services like scraping on LinkedIn. It gives the infrastructure needed for lucrative large-scale data harvesting that would not have been easily shut down.

LinkedIn data scraping services offered by Oxylabs are specifically useful for companies that need to gather large amounts of data for use in applications such as market intelligence projects, sales prospecting, and others.

Key Features

• Premium Proxy Services: Ensures reliable and efficient data extraction.
• Advanced Web Scraping: Supports large-scale LinkedIn data collection.
• High Data Accuracy: Delivers precise and up-to-date information.
• Scalability: Handles extensive data requests efficiently.
• Compliance: Adheres to ethical scraping practices.

Pricing

Plans	Pricing
Free
Micro	$75/month
Starter	$325/month
Advance	$660/month

7. Meet Alfred

Meet Alfred is a software solution for LinkedIn automation that is geared primarily toward enhancing connections and communications. It provides services like auto-connect requests, personalised messages, and follow-up sequence services.

In addition, Meet Alfred also contains a breakdown and analysis of statistics to aid the target LinkedIn advertising and enhancement of the LinkedIn advertisement. Its full-scale automation functions make it beneficial for sales and marketing departments to employ.

Key Features

• Automated Connection Requests: Streamlines the process of expanding your network.
• Personalised Messaging: Allows for customised messages to improve engagement.
• Follow-Up Sequences: Ensures consistent communication with prospects.
• Analytics and Insights: Tracks campaign performance and engagement metrics.
• User-Friendly Dashboard: Easy to navigate and manage campaigns.

Pricing 

Plans	Pricing
Individual	$39/month
Business	$59/month
Agency	Custom pricing

8. Octopus CRM

Octopus CRM is a LinkedIn automation tool designed to simplify lead generation and outreach efforts. It offers features such as automated connection requests, messaging, and profile visits.

Octopus CRM enables users to create custom workflows and sequences, making it easier to manage and track LinkedIn activities. It is ideal for professionals looking to automate their LinkedIn tasks and improve their engagement rates.

Key Features

• Automated Outreach: Handles connection requests, messaging, and profile visits.
• Custom Workflows: Allows users to create personalised outreach sequences.
• Activity Tracking: Monitors LinkedIn activities and provides performance insights.
• User-Friendly Interface: Simple to set up and utilise.
• Integration Options: Coordinating with other tools for consistent information management. 

Pricing

Plans	Pricing
Starter	$6.99/month
Pro	$9.99/month
Advanced	$14.99/month
Unlimited	$24.99/month

9. Derrick

Derrick is a LinkedIn automation and scraping tool that helps users collect data and manage their LinkedIn activities efficiently. It offers features such as profile scraping, automated connection requests, and messaging.

Derrick is designed to simplify LinkedIn tasks, making it easier for users to gather valuable data and engage with their network effectively.

Key Features

• Profile Scraping: Extracts detailed LinkedIn profile information.
• Automated Connection Requests: Simplifies the process of expanding your network.
• Automated Messaging: Sends personalised messages to connections.
• Activity Management: Helps users manage and track their LinkedIn activities.
• User-Friendly Interface: Simple to set up and explore.

Pricing 

Plans	Pricing
Free
Find Email	$10/month
Import and Outreach	$10/month
Pro-	$16/month

10. CoreSignal

CoreSignal specialises in providing raw business data from LinkedIn and other professional networks. It offers extensive data sets that include company information, employee profiles, and market insights.

CoreSignal’s data services are designed to help businesses with lead generation, market research, and competitive analysis, providing comprehensive and accurate LinkedIn data.

Key Features

• Extensive Data Sets: Provides detailed company and employee information.
• Market Insights: Offers valuable data for market research and analysis.
• Lead Generation: Helps identify potential leads with comprehensive data.
• High Data Accuracy: Guarantees the data is precise and up-to-date.
• Custom Data Solutions: Tailors information services to meet particular business needs.

Pricing 

Plans	Pricing
Free
Subscriptions	$49/month
Enterprise	Custom pricing

11. PeopleDataLabs

PeopleDataLabs focuses on data enrichment, and extraction, especially on LinkedIn and other business-focused platforms. It can give specific information about a particular person or organisation perfect for lead generation, market analysis or research, and data mining.

Overall, its strong data pool and 95% accurate data make PeopleDataLabs a sound option for organisations that seek to harness LinkedIn data.

Key Features

• Data Enrichment: Enhances existing data with detailed LinkedIn information.
• Comprehensive Data Coverage: Offers extensive personal and company data.
• High Accuracy: Ensures data is precise and reliable.
• Lead Generation: Facilitates the identification of potential leads.
• Custom Solutions: Gives tailored information services to meet particular needs.

Pricing

Plans	Pricing
Free
Pro	$98/month
Enterprise	Custom pricing

12. ProspectIn

ProspectIn is a LinkedIn automation device designed to help clients streamline their outreach and lead era efforts. It offers features such as automated association requests, messaging, and follow-up arrangements.

ProspectIn focuses on improving proficiency and engagement by automating repetitive tasks, making it an important device for sales and marketing professionals. 

Key Features

• Automated Outreach: Handles connection requests, messaging, and follow-ups.
• Personalisation: Allows for customised messages to enhance engagement.
• Workflow Automation: Creates automated sequences for consistent communication.
• Analytics and Tracking: Give insights into campaign execution.
• User-Friendly Interface: Simple to set up and manage.

Pricing

Plans	Pricing
Free
Advance	$62/month
Business	$88/month

13. Lemlist

Lemlist is a gadget for email outreach and LinkedIn automation that helps clients in improving their engagement and change rates. Features like automated LinkedIn connection requests, customised informing, and post-interaction sequences are included.

Lemlist’s focus on personalization and automation makes it a successful tool for deals and promoting groups aiming to improve their LinkedIn outreach. 

Key Features

• Automated LinkedIn Outreach: Simplifies connection requests and messaging.
• Personalised Messaging: Enhances engagement with customised messages.
• Follow-Up Sequences: Ensures consistent communication with prospects.
• Email Integration: Combines LinkedIn and email outreach for comprehensive campaigns.
• Analytics and Insights: Tracks performance and provides actionable insights.

Pricing

Plans	Pricing
Email starter	$39/month
Email Pro-	$69/month
Multichannel Expert	$99/month
Outreach Scale	$159/month

Ending Note 

LinkedIn scraping tools offer effective solutions for businesses seeking to automate information extraction and upgrade their LinkedIn outreach efforts. These tools give capabilities such as automated connection requests, personalized informing, and detailed profile scraping, making them important for lead generation, market research, and recruitment. With features like adaptability, integration options, and comprehensive data extraction, these tools can altogether improve efficiency and accuracy. However, it is pivotal to select a tool that complies with LinkedIn’s terms of benefit to guarantee ethical use and avoid potential legitimate issues.

FAQs

What are LinkedIn scraping tools?

LinkedIn scraping tools are software applications planned to automate the extraction of information from LinkedIn profiles, posts, and pages for purposes like lead generation and market research.

What sorts of information can be extracted using LinkedIn scraping tools?

These tools can extract data such as profile data, work experience, education, abilities, endorsements, associations, posts, and contact details, depending on the tool’s capabilities.

Are LinkedIn scraping tools lawful to use?

The legality depends on the tool’s compliance with LinkedIn’s terms of benefit. It’s important to utilise instruments that adhere to these rules to avoid lawful issues.