Does this reject candidates automatically?

No — it never sends a rejection or acceptance. It's a triage signal to help you prioritize reading time; every application is logged for human review regardless of score.

Is this compliant with hiring regulations?

Many jurisdictions require human review and disclosure when AI is used in hiring — this template is built with a human-in-the-loop design for exactly that reason, but you're responsible for compliance in your region.

HR & RecruitingAI-PoweredStructurally Validated

AI Job Application Screener

Every candidate who submits your Google Form application gets scored 1-10 against your written role requirements, summarized, and logged automatically. Anyone scoring 7 or higher triggers an instant Slack alert — so a strong candidate never sits unnoticed in a spreadsheet, and you spend your reading time where it matters.

Automation flow

Step 1

New Application Submitted

Triggers the moment a candidate submits your form.

Step 2

Score & Summarize Candidate (AI)

AI scores fit, summarizes, and flags gaps against your requirements.

Step 3

Log to Sheet

Every applicant is logged in full for human review.

Step 4

Strong Match?

High scorers are singled out automatically.

Step 5

Notify Team

Slack alerts your team the moment a strong match applies.

How it works

1A candidate submits your Google Form.
2Their full set of answers is sent to the AI along with your written role requirements.
3The AI returns a 1-10 fit score, a short assessment, strengths, and any flags/gaps — every applicant is logged regardless of score, so you have a complete record.
4Applicants scoring 7 or higher trigger an immediate Slack alert so a strong candidate never sits in a spreadsheet unnoticed.

Services used

Google FormsAI API (OpenAI-compatible)Google SheetsSlack

What you'll need

An n8n Cloud or self-hosted account
A Google Form set up as your application form
An OpenAI API key (or any compatible AI API)
A Google account (Sheets)
A Slack workspace (optional)

What's included

Triage signal, not an auto-reject — every applicant stays logged for review
Threshold for 'strong match' is a one-line edit
Bring your own AI API key
Works with any Google Form application flow

Estimate what this could save you

Times per week

Minutes each time

Your hourly value ($)

3.6 hours/month

≈ $108/month in your time

A rough estimate based on what you enter above — not a guarantee. Actual time saved depends on your process.

Make it yours

Add a resume-upload question to your form (Google Forms supports file uploads) and pass the extracted text into the AI prompt for a deeper read than short-answer questions alone.
Lower or raise the Strong Match? threshold (currently 7/10) to match how selective your role is.
Add a second branch that auto-sends a polite "thanks for applying" acknowledgment email to every applicant regardless of score — a nice candidate-experience touch that costs nothing extra to add.

Works well with this automation

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Save with the complete system: HR & Recruiting Bundle

Instead of buying separately: $98 — System: $39

View system

Questions about this template

$19one-time

Secure checkout via Polar. Delivered by email instantly.

Structurally validated: automatically checked for valid n8n format before every deploy.

Difficulty: Medium
Setup time: ~20 min
Integrations: 4
Node count: 6
Format: .json + guide