How to Extract LinkedIn Profile Information with Airtop Studio

Obtaining comprehensive and structured data from LinkedIn profiles can be challenging for professionals who rely on manual searches or face platform API limitations. Traditional methods are time-consuming, error-prone, and don’t scale reliably, especially when extracting a large set of profiles. Networking professionals, recruiters, analysts, or sales teams often struggle with inefficient workflows, copy-and-paste errors, inconsistent data, and missed opportunities due to incomplete profile information.

This Airtop automation streamlines the extraction of LinkedIn profile information, leveraging Airtop Studio. By using real browser sessions, Airtop accurately and consistently extracts comprehensive profile data directly from LinkedIn pages without the need for authentication. The automation easily overcomes obstacles like dynamic loading and infinite scrolling, ensuring data completeness and accuracy where APIs or simpler scrapers typically fall short. Data is returned neatly structured in JSON format, making it simple to integrate into your existing workflows or databases.

This Airtop Studio automation simplifies LinkedIn data extraction by automatically providing structured, reliable, and easily actionable data—saving significant effort, reducing errors, and enabling fast analysis and decision-making.

Who is this Automation for?

• Recruiters & Talent Acquisition Teams – Quickly extract candidate data from LinkedIn profiles to identify qualified talent.

• Sales Professionals & Business Development Teams – Efficiently gather prospect data for targeted outreach.

• Market & Competitive Analysts – Effectively track competitor companies' employees and profiles.

• B2B Marketers – Extract structured data to enrich CRM databases and email campaigns.

Key Benefits

• Real Browser Sessions – Accurate, reliable extraction directly from LinkedIn

• No Authentication Required – Easily extract data without needing LinkedIn credentials

• Structured JSON Output – Immediate use and seamless integration into databases or CRM tools

• No-Code Setup with Airtop Studio – Launch the automation with ease, no coding needed

Use Cases

• Extract detailed profiles to build highly targeted talent pipelines for recruitment teams.

• Rapidly enrich sales prospecting databases with key professional profile details.

• Effortlessly gather data for competitor analysis, understanding company staffing strategies.

• Feed robust profile data into marketing automation tools to personalize messaging campaigns.

• Build detailed executive dossiers and profiles for strategic accounts and business relationships.

• Quickly verify job titles, tenure, and locations for compliance or auditing purposes.

Getting Started with the Extract LinkedIn Profile Information Automation

Easily launch the Airtop Studio LinkedIn profile extraction automation with just a few clicks.

How the Extract LinkedIn Profile Information Automation Works

The Airtop Studio automation initiates real browser sessions to access publicly available data directly from LinkedIn profiles. Upon providing a LinkedIn profile URL to the automation, Airtop navigates through profiles, captures comprehensive data elements such as names, job titles, experience, skills, education, location, and profile summaries, and outputs structured JSON data for immediate usability in your CRM, analytics software, or spreadsheets.

What You’ll Need

• A free Airtop account

Setting Up the Automation

• Click on Try Automation

• No authentication required; proceed directly to start session

• Click on Start Session

• Click Run

• Optional: Get Python or TypeScript code by clicking Get Code, or easily incorporate into your Make or n8n flow by copying and pasting the provided prompt and JSON schema.

Customize the Automation

Easily adapt the LinkedIn Profile Information extraction automation within Airtop Studio to fit your specific professional needs:

• Adjust Data Granularity – Extract only the profile components relevant to your workflow, e.g., current roles, skills or education details.

• Batch Extraction – Automatically process large sets of LinkedIn URLs to populate extensive databases quickly.

• Data Formatting – Tailor data output into a predefined format or schema directly usable in your internal CRM or analytics platforms.

• Integrate with Workflows – Seamlessly configure the automation outputs to automatically feed into your other tools (sales, marketing, HR) via Make or n8n.

Automation Best Practices

• Always provide clear, accurate LinkedIn profile URLs to ensure exact data retrieval.

• Use Airtop’s structured JSON outputs to easily integrate and enrich existing professional data sets.

• Regularly review and update your extracted data to maintain accuracy and relevancy.

• Ensure sufficient testing on sample profiles to validate the data fields and structure prior to extracting large volumes.

Try this Automation

Effortlessly gather comprehensive and structured information from LinkedIn profiles to streamline recruiting, sales prospecting, and market research efforts. Quickly access actionable professional data easily and reliably.

Extract LinkedIn Profile Information with Airtop Studio

Need help customizing this automation? Book a Demo today!