If I scrape LinkedIn profiles, will they see me checking their profile?

Yes. Since Bardeen lives on your browser, Playbooks like Enrich Linkedin links from a Google Sheet essentially open the Linkedin profiles in the background and scrape their information.

This happens from your currently opened Linkedin account, so people can see you've visited their profile.

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Bardeen - One-click automations for your repetitive tasks | Product Hunt
Bardeen - One-click automations for your repetitive tasks | Product Hunt