LinkedIn Job Scraper from hiring perspective

Hi There,

is it also possible to let gumloop scan linkedin for possible people who will match to a job advertisement? For example: I am searching for a Windows System Administrator and i would like to find possible persons who will match with my job advertisement. Second scan the linkedin profile and also generate a personal message?

thanks a lot for your support to this question.

best regards, fjoerdman

Hey @fjoerdman! If you’re reporting an issue with a flow or an error in a run, please include the run link and make sure it’s shareable so we can take a look.

  1. Find your run link on the history page. Format: https://www.gumloop.com/pipeline?run_id={{your_run_id}}&workbook_id={{workbook_id}}

  2. Make it shareable by clicking “Share” → ‘Anyone with the link can view’ in the top-left corner of the flow screen.
    GIF guide

  3. Provide details about the issue—more context helps us troubleshoot faster.

You can find your run history here: https://www.gumloop.com/history

Hey @fjoerdman — I think this could definitely work, it just depends on how you’d approach it manually and how that maps into the overall workflow.

At a high level, you’d want to start with either a web search, a Perplexity search, or an AI Web Research node to gather a list of potential candidates.

From there, you can scrape each one using the Linkedin Profile Scraper, and use AI to identify the best-fit profile based on your criteria. Once you’ve narrowed that down, you can generate an outreach message for that person automatically.

Gummie can help you build this flow step by step. We’ve also got a few LinkedIn-focused templates that could help, including this one: Linkedin Outreach Message Generator