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Automated HR screening with VAPI AI calls, Gemini analysis & Google Sheets

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Automated HR screening with VAPI AI calls, Gemini analysis & Google Sheets preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

This workflow contains community nodes that are only compatible with the self hosted version of n8n. This n8n template automates candidate outreach, call transcription, and structured feedback capt...

Best for

  • HR automation workflows
  • AI Summarization automation workflows
  • intermediate n8n builders looking for reusable templates

Tools used

n8n-nodes-base.googlesheetstrigger, n8n-nodes-base.httprequest, @n8n/n8n-nodes-langchain.lmchatgooglegemini, @n8n/n8n-nodes-langchain.outputparserstructured, n8n-nodes-base.googlesheets, n8n-nodes-base.stickynote, @n8n/n8n-nodes-langchain.chainllm, n8n-nodes-base.set

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Agentick AI.

Original n8n.io source

1.1 Workflow description

Title
Automated HR screening with VAPI AI calls, Gemini analysis & Google Sheets
Workflow name
Automated HR screening with VAPI AI calls, Gemini analysis & Google Sheets

This workflow contains community nodes that are only compatible with the self-hosted version of n8n.

**This n8n template automates candidate outreach, call transcription, and structured feedback capture for HR teams and recruiters. It triggers on a new candidate row added in a Google Sheet, initiates a call using Vapi.ai, processes the transcript using Google Gemini, extracts key information like CTC, experience, and notice period, and then updates the same Google Sheet with parsed insights.

This is ideal for recruiters or HR teams conducting high-volume candidate outreach and wanting to scale initial data collection using automated voice bots and AI transcription analysis.**

How it works

  1. Trigger: Listens for new rows added to a Google Sheet (e.g., a new candidate lead).

  2. Call Initiation: Uses Vapi.ai to make a phone call to the candidate using an assistant bot.

  3. Transcript Retrieval: After the call, fetches the conversation transcript from the Vapi API.

  4. AI Transcript Analysis: Google Gemini parses the transcript and extracts structured fields like:

  • Work experience
  • Current & expected CTC
  • Notice period & negotiability
  • Work preferences and location
  1. Data Mapping: Extracted insights are mapped to structured JSON fields.

  2. Google Sheet Update: The same row in the source Sheet is updated with the collected information.

Use Cases

Pre-screening calls for job applicants

Collecting missing candidate information asynchronously

Replacing manual HR data entry with AI-powered automation

Smart CRM updates from voice interactions

Requirements

Before you run this workflow, ensure the following:

✅ Google account with access to Google Sheets API

✅ Vapi.ai account with:

  • Assistant ID
  • Phone number ID
  • Active API key

✅ Google Gemini API (via PaLM) enabled

✅ n8n version 1.40.0 or later with relevant credentials configured

How to use

Import the workflow into n8n.

Set up your credentials for:

  • Google Sheets Trigger
  • Google Sheets
  • Vapi.ai (add Bearer token)
  • Google Gemini

Replace the placeholder values in:

  • Assistant ID
  • Phone number ID
  • Google Sheet ID and tab

Start the workflow and add a row to the Google Sheet.

Wait for the automated call and let the AI extract and populate the data.

Customising this workflow

Replace Google Gemini with OpenAI or Claude if preferred.

Add sentiment analysis on the transcript using an LLM.

Modify the Sheet column structure to add additional fields.

Add a filter node to skip candidates with incomplete phone numbers.

Use a Webhook trigger instead of Google Sheets to integrate with job portals or ATS.

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Google Sheets Trigger

Type / Role
n8n-nodes-base.googleSheetsTrigger - googleSheetsTrigger
Config choices
Version 1

Block 2 - Make a Call

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 3 - Get Call Transcript

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 4 - Google Gemini Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - lmChatGoogleGemini
Config choices
Version 1

Block 5 - Structured Output Parser

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.3

Block 6 - Update row in sheet

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.6

Block 7 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 8 - Sticky Note1

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 9 - Sticky Note2

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 10 - Call Data Analyser

Type / Role
@n8n/n8n-nodes-langchain.chainLlm - chainLlm
Config choices
Version 1.7

Block 11 - Rename Required Fields

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 12 - Get VAPI Assistant

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 13 - Map Field Names

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

3. Summary Table

Workflow Automated HR screening with VAPI AI calls, Gemini analysis & Google Sheets
Complexity intermediate
Nodes 13
Categories HR, AI Summarization
Author Agentick AI
Published 08 Jul 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/5790/5790.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Automated HR screening with VAPI AI calls, Gemini analysis & Google Sheets do?

This workflow contains community nodes that are only compatible with the self hosted version of n8n. This n8n template automates candidate outreach, call transcription, and structured feedback capt...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your HR, AI Summarization use case.