Linkedin Data Extractor

LinkedIn Scraper | LinkedIn Data Extractor … – Scraping Expert

Buy LinkedIn Data Scraper and start aggregating Data faster & regularly of your Target Audience, Competitors & Vendors. Very Helpful for Sales, Marketing, Recruitment & Procurement.
Sample Data
Free Trial
User Guide
Architecture diagram
Extracts important data from LinkedIn: Email (if any), Phone (if any), Address, Connection, Country, Current Company, Current Position, Education, First Name, Image Name, Industry, Input Keyword URL, Keyword Resulted URL, Last Name, Pagesource Reference Number, Source url, State, Website
Highly supports Basic, Premium & Recruiter accounts
All Search Criteria same as the type of LinkedIn account for deep search results
Choice to extract data from all profiles of search result or only the profiles with published email addresses
Ready-to-use LinkedIn Data Extraction Software to get started instantly
One screen dashboard to get all the information at a single view
LinkedIn Data Extractor Features
One screen dash board will give ease in control and operations
‘Settings’ to configure LinkedIn Credentials
Search by Keyword, First name, Last name, Current or Past Company, Current or Past Title, Location, Industry, Company Size, School, Zip code, Seniority Level, Experience, Relationship
Search by Keyword URLs with support of bulk upload
Choice to extract ‘Records with email only’ OR ‘All Records’
Start, Stop, Pause & Reset options for better control over the tool
Export Scraped Data in csv file
Feature to set the delay in crawling to imitate human like activity, to avoid Account Blocking
Maintenance & Support
All Rental Licenses are inclusive of Maintenance & Support, so no additional contract is required
System Requirements
Operating System
Windows 8, Windows 10
Google Chrome 72 or higher
NET Framework 4. 7. 1 or higher
Basic/Free Account: 100 profiles / results at a time
LinkedIn Premium Account:
Sales Navigator: 500 profiles / results at a time
Recruiter Account: 100 profiles / results at a time
The above points are not fixed and will vary as per LinkedIn Offerings & Terms
LinkedIn also applies Commercial Use Limit on Search.
LinkedIn also blocks user accounts if more number of requests are fired from single account in less time, means 150 – 200 requests in 2 -3 minutes
User can see Email address, Phone, Website, Address of 1st connections only if publicly available
LinkedIn page tags changes for some countries like France, China etc. So, we need to update the application as per the requirement
Clients are requested to be aware of all latest LinkedIn Offerings, Policies & Terms to be able to use LinkedIn Scraper successfully & safely
The product may not work properly or show error if there is a change in LinkedIn source code and/or if the information in it is made private
By registering & by using our Products, you agree to our T&C
Buy Monthly Rental
$79 $59
Buy annual rental
$659 $499
India: Data Scraping On LinkedIn Vis-À-Vis Commercial Usage - Mondaq

India: Data Scraping On LinkedIn Vis-À-Vis Commercial Usage – Mondaq

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Data scraping is the method of obtaining and copying specific
information from a website or other database. It is the primary
method used by internet search engines and web aggregators to index
and arranges the massive amount of data available on the internet
or another database such as consumer product data or social media
profile data. Such information may be readily available on Google
or it may require access by accepting the terms of service
agreement of the application.
The laws concerning data scraping of publicly available data are
continually evolving and involve a huge number of statutory regimes
such as the Computer Fraud and Abuse Act
(“CFAA”), privacy laws, Digital
Millennium Copyright Act (“DMCA”) among
the other statutes. Through this article, the authors aim
to: firstly, discuss the rules and policies
concerning data scraping and commercial usage of such data provided
on the platform of LinkedIn; secondly, analyze the
legality of publicly available data scraping in consonance with the
case of HiQ Labs Inc. v. LinkedIn Corp.,
and lastly, discuss what the awaiting decision holds
and the way forward.
LinkedIn Rules and Policies
Rules Governing general usage:
The usage of LinkedIn Platform and its various other services
such as, LinkedIn-branded apps, LinkedIn Learning, and
other LinkedIn-related sites, by a user, is governed by the
following documents/ agreements:
User Agreement
Privacy Policy
Cookie Policy
Copyright Policy
California Consumer Privacy Disclosure
Further, the paid services are subject to certain specific terms in addition to the
above-mentioned agreements.
Rules related to data scraping:
As per Clause 3. 4 of the User Agreement, LinkedIn reserves the
right to restrict, suspend, or terminate the User’s account if
the user “breaches the terms of this Contract or the law
or are misusing the Services (e. g., violating any of the Dos and
Don’ts or Professional Community
Policies). ” Some key Don’ts with
respect to usage of data available on LinkedIn are as under:
“8. 2. Don’ts
You agree that you will
not:… ;
Develop, support, or use software, devices, scripts,
robots, or any other means or processes (including crawlers,
browser plugins, and add-ons or any other technology)
to scrape the Services or otherwise copy
profiles and other data from the Services;… ;
Copy, use, disclose or distribute any information
obtained from the Services, whether directly or through third
parties (such as search engines), without the consent of
LinkedIn;… ;
Violate the intellectual property rights of others,
including copyrights, patents, trademarks, trade secrets, or other
proprietary rights. For example, do not copy or
distribute (except through the available sharing
functionality) the posts or other content of
others without their permission, which they
may give by posting under a Creative Commons license;…..
Rent, lease, loan, trade, sell/re-sell or otherwise
monetize the Services or related data or access to the same,
without LinkedIn’s consent;…..
Violate the Professional Community
Policies or any additional terms concerning a
specific Service that are provided when you sign up for or start
using such Service, and the Bing Maps terms where
applicable. ”
It is pertinent to note that while the
above-mentioned Don’ts specifically disallow
the process of scraping, no clarity is available in
the Do’s and Don’ts with respect to
usage of Public Data of other users for commercial usage after
further processing/analysis. However, any copying, use, or
monetization of data available on LinkedIn without LinkedIn’s
consent shall be in violation of the User
Agreement and the Policies as the Professional
Community Policies require that the user follows the
rules, agreements, and policies of LinkedIn in letter and
Insight on Commercial Usage of data
In July 2019, LinkedIn has introduced a commercial use limit for searching where
user activity on LinkedIn indicates that user is likely using
LinkedIn for commercial use, like hiring or prospecting. In such
cases, LinkedIn suggests the user upgrade to one of LinkedIn’s
Premium account plans such as Premium Business, Sales Navigator,
Sales Insight, Recruiter, etc. to increase the number of profile
searches, views, and additional insights into user data.
HiQ v. LinkedIn apropos legality of scraping publicly available
HiQ Labs, a data analytics startup has been suspended by
LinkedIn for allegedly violating its User
Agreement as it scrapes information from LinkedIn
members’ public profiles (including name, job title, work
history, and skills) and provides business analytics solutions to
In 2017, LinkedIn issued a cease-and-desist letter to hiQ,
alleging that hiQ’s usage of scraping bots violated
LinkedIn’s User Agreement, as well as the CFAA and other laws.
HiQ retaliated by filing a lawsuit, requesting certification that
the company was not breaking any laws and an injunction prohibiting
LinkedIn from denying it access to its users’ data. It is
important to note that this decision is in conflict with the 2003
decision of the 1st Circuit Court of Appeals in the
case of EF Cultural Travel BV v. Zefer
Corp., where it was held that “where a
publicly available website explicitly bans data scrapers (e. g., in
its terms of service), further access by data scrapers is without
authorization under the CFAA”.
In 2019, the 9th U. S. Circuit Court of Appeals
(“Court”) dismissed LinkedIn’s
allegations that it was protecting its users’ privacy and
implementing its User Agreement as it
emphasized that “LinkedIn has only a
non-exclusive license to the data shared on its platform, not an
ownership interest. ” The core business model of LinkedIn
was identified by the Court as a platform for
professionals to share their information for commercial
gains. It was also noted by the Court that the very fact
LinkedIn has developed its own data analytics tool to generate
revenue from its members’ data in fact supported the
Court’s view of LinkedIn not having “its members’
privacy interests in mind”. Subsequently, LinkedIn was
restrained from disallowing hiQ access to its LinkedIn account.
In 2021, upon appeal filed by LinkedIn, the Supreme Court of the
U. S., based on Van Buren v. United States,
vacated the decision of the Court and remanded back the case for
further review to decide whether data scraping by hiQ amounted
to unauthorized access. The Supreme Court
in Van Buren overturned an
11th Circuit Court decision and adopted a narrow
interpretation of “exceeds unauthorized access”
under the CFAA, ruling that an individual “exceeds
authorized access” when he or she gains access to a
computer with authorization but then obtains information from
off-limits areas of the computer, such as files, folders, or
databases. Scraping of publicly available data from LinkedIn is not
likely to violate the CFAA as LinkedIn ‘computers’ are
accessible to the public at large. As such, hiQ did not access the
‘computers’ of LinkedIn without
any authorization as required by the CFAA.
The Way Forward
While the user data available on LinkedIn is owned by the users
themselves and LinkedIn having only a non-exclusive license to the
same, it can be argued that any public data e. g., User Name,
Current Job, Experience, Education, etc. taken from the platform
shall not violate the LinkedIn’s User
Agreement and other policies. Accordingly, any processing
of such data for commercial purposes shall not be violative of
LinkedIn’s Policy/User’s Privacy as evidenced from the
decision of the Court in hiQ case.
However, where any data in addition to the public data such as
data restricted only to connections, not visible to the public due
to privacy settings, etc. is taken out and processed for commercial
purposes, the same shall be subject to dispute as it may amount to
unauthorized to the access of personal data and punishable under
the CFAA.
A question may arise that since the information is publicly
available, there exists no such legal reason that disallows the
usage. However, LinkedIn noted that hiQ’s software bots were
able to extract data on a large scale that was “far beyond
what any individual person could do when viewing public
profiles”. Just because users are adhering to the
guidelines and usage rules of an individual platform does not mean
they are giving their consent for the information to be used by
other companies.
If the Supreme Court rules in favor of hiQ, more companies as
hiQ may mine and exploit users’ personal information on
publicly available websites regardless of the websites; terms, and
conditions and without the fear of CFAA. A ruling of such sorts
would sabotage the effectiveness of the terms of service of
websites and applications that explicitly
prohibit data scraping.
Given Van Buren’s restrictive
interpretation of the CFAA’s “exceeds authorized
access” provision, it wouldn’t be shocking if the
Court follows suit with its 2019 opinion on access
“without authorization. ” Still, it is unclear
how the Court would decide when it hears the case again, especially
considering the several episodes of large-scale scraping of social
network content that have occurred in the last year (including
LinkedIn), perhaps boosting LinkedIn’s policy argument about
the need to preserve user privacy.
Data Scraping On LinkedIn Vis-À-Vis Commercial Usage
The content of this article is intended to provide a general
guide to the subject matter. Specialist advice should be sought
about your specific circumstances.
LinkedIn Lead Extractor: Scrapping Tool for LinkedIn

LinkedIn Lead Extractor: Scrapping Tool for LinkedIn

Are you ending up losing more time and money while copying LinkedIn leads to an Excel spreadsheet? If yes, there is a great solution for you. LinkedIn Lead Extractor aka LinkedIn scrapping tool is the right software that saves your time, money, and efforts and creates a list of potential LinkedIn leads that you are looking for. What Exactly is LinkedIn Lead Extractor? In simple words, LinkedIn lead extractor is a software that speedily extracts data from LinkedIn. The list presents before you consist of your prospects’ business names, email addresses, contact numbers, Skype or Yahoo messenger IDs, company names, profession, etc. Since LinkedIn is the hub for all kinds of professionals worldwide, LinkedIn lead extractor helps you reach your target prospects within minutes. E. g. if you are selling automobile-related equipment, get in contact with thousands of relevant industry professionals present on LinkedIn via LinkedIn lead extractor. You can export all the data in,, and formats. However, note that this lead extractor can extract only the data available on LinkedIn and cannot produce any data from itself. What are the Features of LinkedIn Lead Extractor? 1. Extract LeadsWith LinkedIn lead extractor, you can easily extract your prospects’ LinkedIn contact details, emails, and other information. 2. Keyword Based SearchingLinkedIn scrapping tool searches your target prospects based on your search keywords. 3. Specific LinkedIn Page ExtractorIf you want to collect information from specific LinkedIn pages, open those LinkedIn profiles and LinkedIn lead extractor will extract data from those pages. 4. Advanced SearchThe advanced search feature of the LinkedIn scrapping tool helps you to search your prospects by industry, company, experience level, profession, etc. 5. Auto-save and RecoveryYou need not panic if your computer/laptop suddenly shuts down or fails while working with LinkedIn lead extractor. You can recover all your results in just a single click. 6. Delay OptionYou can set a delay between requests for simulation. 7. Save Viewed Profiles HistoryLinkedIn lead extractor saves all your viewed profile history so that you won’t get confused while searching for your prospects. 8. Unicode SupportLinkedIn scrapping tool supports Unicode character-set that allows you to save your searched results in Unicode format. 9. Internet Failure DetectorIf there is a problem with the internet during scrapping, the LinkedIn lead detector immediately identifies it and pauses the process. It resumes automatically once the internet connection is re-established. 10. Export Data in Various File FormatsLinkedIn lead extractor offers options to save imported data files into,. xslx, and format. Which are the Top LinkedIn Lead Extractors in 2020? AeroLeadsAeroLeads is the powerful LinkedIn scrapping tool and used by many top marketing professionals. AeroLeads automates the process of email searching and boosts your lead generation efforts by creating a list of unique emails in less time. AeroLeads software helps you to find business emails and phone numbers from LinkedIn and Xing in a single click. Just head towards AeroLeads search bar or install its free chrome plugin and enter the name of your prospect or company and hit search. You will receive all the required information starting from name, profession, email address, company, and up to 15 data points. Their free trial offers 10 credits and the pricing starts from $49 per month with 1, 000 credits. FindThatLeadFind that lead is one of the best LinkedIn scrapping tools. The software has its chrome extension where you will get you’re the desired emails of your prospects from their respective LinkedIn profiles. Besides, their tool comes with a special feature of displaying accuracy percentage beside each email id so that you can sort out fake and genuine emails easily. With FindThatLead, you can build a targeted campaign and let your leads know about it. Their free plan offers 50 monthly credits while the paid plan starts from $490 per year with 5000 monthly credits. Ahmad SoftwareAhmad software is another great LinkedIn scrapping tool that captures all your prospects’ data from LinkedIn including name, emails, business name, phone numbers, country, websites, address, etc. Additionally, it also provides Xing lead extractor, LinkedIn missing data extractor, Bulk SMS sender, Google Map extractor, LinkedIn recruiter extractor, etc. Their pricing starts from $29. 99 per month. Final ThoughtsLinkedIn is a powerful professional network where millions of professionals across the world are registered. With these LinkedIn lead extractors, you can easily connect with your desired audience and boost your B2B lead generation process. As mentioned above, these tools not only save your time and money but also guarantee you a list of verified emails. We hope these tools will help you achieve your business goals. Have you used any of these lead extractors? Share your valuable experience with us via comments now. Rashmi Chimmalgi has 5+ years of Digital Marketing and Content Writing. She writes SEO/Lead Generation/ B2B Marketing articles for companies that want to grow their online business rapidly. Currently, she is a professional B2B freelance writer and helps potential business professionals to fulfill their website Content Writing and Lead Generation needs. You can find her on LinkedIn.

Frequently Asked Questions about linkedin data extractor

Can you pull data from LinkedIn?

Click the Me icon at the top of your LinkedIn homepage. Select Settings & Privacy from the dropdown. Click the Data Privacy on the left rail. Under the How LinkedIn uses your data section, click Get a copy of your data.

Is scraping LinkedIn data legal?

Scraping of publicly available data from LinkedIn is not likely to violate the CFAA as LinkedIn ‘computers’ are accessible to the public at large. As such, hiQ did not access the ‘computers’ of LinkedIn without any authorization as required by the CFAA.Aug 3, 2021

What is LinkedIn extractor?

In simple words, LinkedIn lead extractor is a software that speedily extracts data from LinkedIn. The list presents before you consist of your prospects’ business names, email addresses, contact numbers, Skype or Yahoo messenger IDs, company names, profession, etc. … You can export all the data in . csv, . xlsx, and .

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