HR & Recruiting medium to set up

HR Candidate Shortlisting

When candidates score above 70 in your resume sheet, it emails them a Calendly link and creates a screening task in ClickUp.

Verified 2026-07-07

HR-Recruiting

What it does

You instantly receive a notification when high-scoring candidates meet your criteria, allowing you to send them personalized Calendly links and create screening tasks in ClickUp without manual filtering. This automation ensures consistent communication with qualified applicants while reducing the time you spend on repetitive shortlisting work.

How it works

When it runs: Run manually · Manual · on demand
How hands-off: Assists you, you do the final step
Setup: An afternoon · about an afternoon
Works with: Google Sheets, Gmail, ClickUp, LLM

Tools that fit

Services

Google Sheets : Fetch candidate records and scores

Gmail : Send personalized advancement emails

ClickUp : Create screening tasks for HR team

LLM

LLM : Filter high-score candidates based on threshold

Watch out for

The LLM might hallucinate specific score details so always pass raw numerical values from the sheet rather than inferred text.
Email sending can fail if a candidate email is malformed, add a validation step before calling the Gmail API.
ClickUp task creation may duplicate entries if the workflow runs multiple times on the same row, implement an ID check to prevent this.
Rate limits on Google Sheets or Gmail APIs can interrupt the flow, so include small delays between sequential API calls.

Seen in the wild

n8n: Automate HR Candidate Shortlisting with Sheets, Gmail, ClickUp & Calendly template

Want this running in your business?

This is what I do. I design and build AI agents like this one, and keep them running. If you want it set up for your team instead of doing it yourself, get in touch.

Get in touch

Who it's for

Built for HR and recruiting teams who need a repeatable first pass, not a one-off.

Frequently asked questions

Who is this for?

HR and recruiting teams, or anyone doing hr & recruiting work who wants this handled automatically rather than manually.

How long does it take to set up?

An afternoon: plan for about an afternoon to get it running end to end.

Related use cases

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