How to Extract LinkedIn Company Profiles with Airtop Studio

Finding complete, accurate LinkedIn company profiles through manual searching or web scraping can be both complex and unreliable. Professionals often spend considerable time manually navigating LinkedIn pages, trying to extract structured company information like descriptions, employee counts, locations, industries, and more. The alternative, relying on unofficial APIs or basic scraping techniques, frequently results in incomplete or inaccurately parsed data due to LinkedIn's dynamic content structure and rigorous anti-scraping defenses.

The "Extract LinkedIn Company Profile" automation from Airtop leverages Airtop Studio to significantly simplify and streamline this process. Airtop Studio interacts with LinkedIn pages using real browser sessions, accurately detecting and parsing data elements just as a user viewing LinkedIn on a browser would. Because the automation works on top of actual web sessions rather than simple HTTP requests or unofficial APIs, it effectively bypasses typical challenges such as CAPTCHAs, dynamic-loading content, and data reliability issues.

This Airtop Studio automation delivers automatically extracted LinkedIn data structured clearly into JSON outputs, making it effortless to integrate with internal analytics, CRM software, or databases. Users enjoy rapid, scalable, and authoritative data extraction capabilities—ultimately empowering smarter, quicker business decisions through better-informed market intelligence from LinkedIn.

Who is this Automation for?

• Sales and Business Development Teams: Automate targeted lead generation for new business outreach campaigns.

• Market Analysts and Researchers: Efficiently collect accurate data on competitors or industry stakeholders for in-depth market studies.

• Talent Acquisition Teams: Quickly gather essential data on potential hiring targets and competitors.

• Investors and VCs: Rapidly perform due diligence by extracting comprehensive profiles of target startup companies.

Key Benefits

• Real Browser Interaction: Highly reliable scraping using actual web sessions reduces risk of incomplete data extraction.

• No Authentication Required: Easily get quick-access LinkedIn company data without complicated login setups.

• Scalable JSON Output: Clearly structured JSON enables easy incorporation into existing reporting, CRM, or BI tools.

• Saves Hours of Manual Work: Automates routine company profile extraction, freeing time for more strategic analytical tasks.

Use Cases

• Automatically collecting profile data of potential clients for outbound sales prospecting.

• Monitoring competitor profiles regularly for important information updates, such as employee count growth, new locations, and management changes.

• Creating comprehensive reports of target industries and professional landscapes for in-depth market research.

• Enhancing CRM and sales intelligence platforms by filling them automatically with structured, accurate leadership and organizational information from LinkedIn.

• Performing rapid due diligence of promising startup companies by pulling LinkedIn company profile metrics.

• Automating industry-specific company lists for conferences, partnerships, and networking purposes.

Getting Started with the Extract LinkedIn Company Profile Automation

Extract comprehensive LinkedIn company data effortlessly.

How the Extract LinkedIn Company Profile Automation Works

Simply provide the LinkedIn company profile URL and Airtop Studio launches a real browser session in the background, navigating directly to the LinkedIn page. Airtop intelligently extracts key data points including company name, description, employee count, industry, location, and company size. The extracted information is structured into clear JSON-format data ready for immediate analysis or integration with other apps or databases.

What You’ll Need

• A free Airtop account

Setting Up the Automation

1. Click on Try Automation

2. Enter the LinkedIn company profile URL you want to extract data from

3. Click on Start Session

4. Click Run to initiate data extraction

5. Optional: Export the automation to Python, TypeScript, Make, or n8n via provided integration options for advanced workflows

Customize the Automation

This Airtop Studio automation can be tailored to precisely match your workflow needs:

• Data Extraction Parameters: Modify extraction parameters to pull additional LinkedIn company details such as funding status, corporate structure, and affiliated people profiles.

• Multiple Profiles Automation: Easily adapt the automation to extract multiple LinkedIn company profiles in a single workflow run by providing lists of URLs.

• Specific Industries and Regions: Customize crawlers for targeted data extraction by industry type or geographic location for market-specific browsers.

Automation Best Practices

• Use accurate and specific LinkedIn URLs to ensure clean, consistent data extraction.

• Test with sample URLs first before automating extraction for larger datasets.

• Regularly verify the JSON data schema to ensure consistency with internal systems and data storage requirements.

Try this Automation

Quickly and reliably extract key company information from LinkedIn into structured JSON format, empowering smarter, data-driven workflows instantly.

Extract LinkedIn Company Profile - Airtop Studio

Need help customizing this automation? Book a Demo today!