Extract data from

LinkedIn People you may know

Capture employees and alumni from LinkedIn company and school People pages in one click. Ideal for recruiters, sales and BD, and talent intelligence teams, this scraper extracts Name, Profile URL, Image, Headline, and Connection level into a structured table you can filter, enrich, score with AI, and export to Sheets, Airtable, Notion, your CRM, or ATS.

Website to scrape
LinkedIn People you may know
Export
CSV
Google Sheets
Airtable
Notion
Data to extract
Name, Profile URL, Image, Headline, Connection level
Premium
More about this Scraper Template

This template is built for recruiters and sourcers building candidate pipelines, sales and partnership teams running account-based prospecting, and talent intelligence/ops mapping orgs worldwide. From any LinkedIn company or school People page, it gathers Name, Profile URL, Image, Headline, and Connection level—perfect for creating employee lists, alumni directories, and warm-intro maps. Use it to identify prospects by title and seniority, target alumni for outreach, or monitor hiring footprints at key accounts.

Once captured, you can enrich, analyze, and route the data in seconds. Segment by role or location, summarize headlines with AI, score prospects, and de-duplicate against your CRM/ATS. Enhance records with firmographics or contact data via your connected tools, then push the cleaned list to Google Sheets, Airtable, Notion, HubSpot, Salesforce, Greenhouse, and more. This LinkedIn People scraper makes it easy to operationalize research for global teams and turn profiles into actionable outreach lists.

Maintained by Bardeen: this scraper is actively updated to track LinkedIn UI changes, ensuring reliable, high-quality data extraction over time.

What to do after you scraped data from a website

With Bardeen, you can do much more than just web scraping. After extracting data from any website, use Bardeen’s powerful automation tools to validate and enrich your data, run additional scrapers on linked pages, or leverage AI to qualify leads and generate content automatically. Once your data is ready, you can easily export it to CSV, Google Sheets, Airtable, or Notion for further analysis and reporting.

"Our Sales and Ops teams can do more in less time to help serve our customers better."

Alex Bouaziz
Co-Founder & CEO at deel.
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