LinkedIn Data Scraping FAQs

Yes, it is. I scrape real-time data that reflects the latest changes on LinkedIn, so it serves your business and research purposes. You will get the newest data available even if someone updates their LinkedIn profile hours before I extract it.

Your research or outreach campaigns will include the most accurate and timely information instead of outdated data scraped months ago.

After struggling with the limitations of commercially available LinkedIn scraping software, I decided to create my own custom data scraping tool to ensure maximum accuracy and speed in data extraction.

The software I developed collects data from LinkedIn profiles, LinkedIn groups, LinkedIn Sales Navigator, and company pages efficiently to drastically improve the quality and speed of the data collection process.

Yes, LinkedIn data scraping can be an effective B2B lead generation tool. Extracting data from this social media platform brings valuable insights about potential leads, such as their job titles, companies, and contact information. My software also gathers data from LinkedIn Sales Navigator, so you can confidently use this data to target the right people with your B2B marketing campaigns and cold outreach efforts.

Yes, I can handle searches of any size quickly and efficiently, with no cap on how much data can be retrieved. My software can bypass LinkedIn’s limitations, is optimized for speed, and can deliver orders within hours or days.

Additionally, my service doesn’t require you to spend hours installing, setting up, and troubleshooting software, as I do all the work. And everything happens independently from your LinkedIn account.

Yes. My software can extract information from LinkedIn groups, even those with hundreds or thousands of active members. You can expect to receive all the relevant information about the members, formatted exactly as per your requirements. Share the names of the groups you want to extract data from, and I’ll get you all the public data available.

I do all the work, so you don’t have to worry about data cleansing. Unlike standard scraping services that produce a high volume (20% to 40%) of unmatched, incorrect, or duplicate records, I help you save time by delivering thoroughly cleansed data. Your data will be ready to use straight away.

Of course. Let me know what information you’re interested in, and I’ll provide a relevant sample based on your search criteria. This way, you can see how I collect information and how easy it is to use the files I share with you. In addition, I can show you ways I can format data to make it easy to integrate into your workflows.

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I verify every email address gathered from LinkedIn with the best tool on the market, This service eliminates email addresses that are invalid, abusive, marked as complaints, inactive, or classified as spam traps.

This way, you can be confident that you only reach out to your target audience using valid email addresses, significantly impacting your email deliverability and overall email health.

My software operates independently from a client’s LinkedIn profile, meaning there’s no risk to their account. Instead, it relies on publicly available data from LinkedIn profiles, groups, company pages, and LinkedIn Sales Navigator to extract data points, ensuring complete safety and compliance with the platform’s terms of service.

As a responsible data professional, I take great care to ensure that all data is collected legally, ethically, and respectfully.

The costs vary with the number of records required and the specific data points requested for each record. To receive a precise estimate of the cost and timeline for your project, please send me a detailed request with your specific requirements.

My turnaround times are significantly faster than popular off-the-shelf scraping tools. Most projects require 24 to 48 hours, some taking up to 3 days. Larger or more complex LinkedIn data scraping projects may take up to 2 weeks to ensure proper validation and configuration.

For a LinkedIn profile, I can extract the following: LinkedIn URL, First name, Last name, Full name, Headline, Location (including city/region/country), Connection count, Follower count, About section, School, Job title, Company name (and the associated details), Experience history, Education history, Skills, and Email address.

I can extract the following LinkedIn company data: LinkedIn URL, Company name, Description, Industry, Employee count, Employee range, Year founded, Type, Specialty, Website address, Domain, Phone number, Email address, Logo URL, Headquarters location, and Additional locations.

My custom scraping solution enables me to scrape public data to obtain the information that best meets your needs. Whether it’s a unique data point, a particular format for the output file, or a specific group of LinkedIn profiles to scrape, I’ll work with you to ensure you get what you need.

For customization or special requests, click below or contact me directly, and we can discuss your project in detail.

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While I prefer payments through PayPal, I also accept bank transfers as a payment method.


Describe what data you need to scrape from LinkedIn or simply ask a question to discuss your project. I'll get you well taken care of.