{"id":6870,"date":"2024-07-26T15:41:17","date_gmt":"2024-07-26T12:41:17","guid":{"rendered":"https:\/\/www.linkedhelper.com\/blog\/?p=6870"},"modified":"2026-04-17T12:21:33","modified_gmt":"2026-04-17T09:21:33","slug":"linkedin-scraper","status":"publish","type":"post","link":"https:\/\/www.linkedhelper.com\/blog\/linkedin-scraper\/","title":{"rendered":"LinkedIn Scraper Guide: Tools, Methods & Best Practices"},"content":{"rendered":"\n

It\u2019s no secret that LinkedIn contains valuable data<\/strong> on potential leads and users can scrape data from LinkedIn profiles. <\/p>\n\n\n\n

Using LinkedIn scraping tools is a great opportunity to gather publicly available, accurate data for market research, as professionals list it themselves. <\/p>\n\n\n\n

Alternatively, buying a lead database with verified professional email addresses from agencies can cost anywhere from hundreds to tens of thousands per month, with retainers reaching $3K\u2013$20K.<\/p>\n\n\n\n

What if you could <\/em>extract this data<\/em> yourself?<\/em><\/p>\n\n\n\n

With the right LinkedIn scraper, you can generate a CSV file<\/strong> with thousands of client details<\/strong>, including:
\u2705 Verified email addresses
<\/strong> \u2705 LinkedIn profile URLs
<\/strong> \u2705 Job post scraping
<\/strong> \u2705 Lead company website <\/strong><\/a>and details<\/strong><\/p>\n\n\n\n

For free LinkedIn scraping, start with Linked Helper\u2019s trial version.<\/a><\/p>\n\n\n\n

<\/span>What is LinkedIn Scraping?<\/span><\/h2>\n\n\n\n

LinkedIn scraping<\/strong> is<\/strong> the process of extracting up-to-date contact data<\/strong>, c<\/strong>ompany data, and job titles<\/strong> from LinkedIn profiles using specialized tools<\/a>.<\/p>\n\n\n\n

A LinkedIn scraper tool works like a robot, automatically visiting selected LinkedIn profiles, extracting contact data, company data, and job titles, and compiling it into a CSV file.<\/p>\n\n\n\n

Since LinkedIn\u2019s default export options<\/strong> are limited to your direct contacts, a separate tool<\/strong> is needed to scrape LinkedIn search results, LinkedIn Sales Navigator<\/strong> data<\/a>, and LinkedIn searches beyond your network. Manually collecting this information is time-consuming, making web scraping techniques<\/strong> essential for efficiency.<\/p>\n\n\n\n

<\/span>How LinkedIn Scrapers Extract Data<\/span><\/h2>\n\n\n\n

Data enrichment works differently across various LinkedIn scrapers. To get you up to speed quickly, we\u2019ll first demonstrate data mining <\/a>using Linked Helper as an example. <\/p>\n\n\n\n

This is an authenticated scraping method, meaning you provide access to your LinkedIn account.<\/em><\/p>\n\n\n\n

Then, we\u2019ll introduce other tools, such as non-authenticated scrapers, in the LinkedIn Scraping Methods<\/strong> section and compare their features.<\/p>\n\n\n\n

We promise – you won\u2019t need any technical skills for this! <\/p>\n\n\n\n

#1 Download Linked Helper to your computer<\/strong><\/p>\n\n\n\n

To be able to scrape, you need software. Linked Helper is software that you can install for free on a computer with any OS. This is a standalone tool that works like a browser, so it will provide security when you web scrape on LinkedIn. Unlike scraping through an extension or through a cloud service, Linked Helper behaves like a real user when visiting pages.<\/p>\n\n\n\n

#2 Start a Visit and Extract Campaign<\/strong><\/p>\n\n\n\n

This action can be the first action in your campaign or the only one if you just need to scrape profiles. In order for the software to start visiting the accounts of people or organizations, you need to select a target page for parsing.<\/p>\n\n\n\n

\"LinkedIn
In the settings, you can also choose to simultaneously collect data about the organizations where the selected leads work<\/em><\/figcaption><\/figure>\n\n\n\n

Alternatively, you can use the \u201cExport profile information\u201d template. It allows you to gather profile data, find their emails, and send this comprehensive database through a webhook to an external CRM. You can also opt for direct integration to send it directly to your CRM.<\/p>\n\n\n\n

Learn more about this feature<\/a><\/p>\n\n\n\n

#3 Add profiles to the action from different sources<\/strong><\/p>\n\n\n\n

The profiles that you want to download must be transferred to the Queue. To do this, simply click on the Add button.<\/p>\n\n\n\n

\"linkedin
Press this button to search for the audience<\/em><\/figcaption><\/figure>\n\n\n\n

You can use any of LinkedIn\u2019s search solutions, group pages, or events as a source. Also, you can simply insert a link to the desired page and the software will transfer the profiles indicated on it.<\/p>\n\n\n\n

\"linkedin
Flexible audience selection allows you to get a well-targeted lead database<\/em><\/figcaption><\/figure>\n\n\n\n

#4 Get into data download<\/strong><\/p>\n\n\n\n

After adding profiles to the Queue and scraping them, accounts will be displayed in the Lists section. From here, you can click on the profile to see all the data Linked Helper has collected from the lead\u2019s page. <\/p>\n\n\n\n

\"web
Open the list \u2192 Successful \u2192 Download icon<\/em><\/figcaption><\/figure>\n\n\n\n

You will also see the Download menu item. You can select the entire list of leads or mark a few people to download the data in a spreadsheet.<\/p>\n\n\n\n

#5 Use your CSV like a pro<\/strong><\/p>\n\n\n\n

You can unpack the file following these instructions:<\/p>\n\n\n\n

\"how
After unpacking, you will see all the data in the table<\/em><\/figcaption><\/figure>\n\n\n\n

How to Import CSV files into MS Excel<\/a><\/p>\n\n\n\n

Or you can send the data to your CRM. As the final step, you can send the lead data<\/a>. Linked Helper\u2019s LinkedIn scraper provides webhooks, allowing integration with almost any CRM. Alternatively, you can choose the \u201cSend person to external CRM\u201d <\/a>action to directly send this list of people.<\/p>\n\n\n\n

Check out our guide on CRM integration<\/a> with Linked Helper to explore integration possibilities with your CRM.<\/p>\n\n\n\n

<\/span>Why Use the LinkedIn Profile Scraper<\/span><\/h2>\n\n\n\n

A LinkedIn profile scrape<\/strong>r<\/strong> helps you extract <\/strong>valuable information from LinkedIn<\/strong> efficiently, allowing you to automate lead collection and gain insights<\/strong> without manual effort.<\/p>\n\n\n\n

Instead of spending hours gathering information, a linkedin scraping tool lets you process multiple profile<\/strong>s<\/strong> at once and export structured data.<\/p>\n\n\n\n

For example, linkedin scraping tools can:<\/p>\n\n\n\n

\u2705 Scrape user profiles<\/strong> \u2013 Collect profile data<\/strong> such as names, job titles, work experience, company details, profile links, education, skills, and phone numbers<\/strong> (if available).<\/p>\n\n\n\n

\u2705 Extract company data<\/strong> \u2013 Gather business details, including company name, size, location, page description, and number of employees<\/strong>. Learn more<\/a> about LinkedIn company scraper.<\/p>\n\n\n\n

\u2705 Scrape multiple profiles at scale<\/strong> \u2013 Process thousands of LinkedIn searches<\/strong><\/a> and retrieve structured data from linkedin.<\/p>\n\n\n\n

\u2705 Export data <\/strong>into<\/strong> Google Sheets,<\/strong> CRM systems, and <\/strong>JSON files<\/strong> \u2013 Easily integrate your profile data<\/strong> with CRM integration<\/strong> tools for seamless follow-ups.<\/p>\n\n\n\n

\u2705 Extract employee lists<\/strong> \u2013 Upload company URLs and get a list of employees, perfect for account-based marketing (ABM)<\/strong>. This is a new exclusive feature<\/a> available in Linked Helper.<\/p>\n\n\n\n

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