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Voice agent for dental appointment booking with Gemini AI

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Voice agent for dental appointment booking with Gemini AI 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. AI dental appointment booking with Google Calendar and Sheets Who's it for This workflow is perf...

Best for

  • Support Chatbot automation workflows
  • AI Chatbot automation workflows
  • intermediate n8n builders looking for reusable templates

Tools used

n8n-nodes-base.webhook, n8n-nodes-base.googlecalendartool, @n8n/n8n-nodes-langchain.toolthink, n8n-nodes-base.respondtowebhook, @n8n/n8n-nodes-langchain.lmchatgooglegemini, @n8n/n8n-nodes-langchain.agent, n8n-nodes-base.googlesheetstool, @n8n/n8n-nodes-langchain.memorybufferwindow

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Voice agent for dental appointment booking with Gemini AI
Workflow name
Voice agent for dental appointment booking with Gemini AI

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

AI dental appointment booking with Google Calendar and Sheets

Who's it for

This workflow is perfect for dental practices, medical offices, and healthcare providers who want to automate their appointment scheduling process. It's ideal for practices that receive high volumes of appointment requests and want to reduce manual booking while maintaining accurate patient records.

What it does

This AI-powered voice agent handles complete appointment booking workflows for "Pearly Whites Dental." When patients call or submit requests, the system:

  • Analyzes the request using Google Gemini AI to understand patient needs
  • Checks calendar availability in real-time via Google Calendar integration
  • Automatically finds and offers up to 2 available appointment slots when the preferred time isn't available
  • Books confirmed appointments directly to the practice calendar
  • Logs all patient information (name, insurance, concerns) to Google Sheets for record-keeping
  • Maintains conversation context across interactions for natural dialogue flow

The workflow operates in Central Time Zone and assumes standard business hours (8 AM - 5 PM, excluding lunch).

How it works

The system receives webhook requests containing patient interaction data. The AI agent processes this information and determines which tools to use based on the request type. For availability checks, it intelligently searches multiple time slots in 30-minute increments until finding suitable options. All appointments are automatically formatted as "Dental Appointment | [Patient Name]" and logged with complete patient details.

Requirements

  • Google Calendar API access with OAuth2 credentials
  • Google Sheets API access for patient data logging
  • Google Gemini API key for AI processing
  • Webhook endpoint for receiving requests
  • Pre-configured Google Calendar and Sheets document

How to set up

  1. Configure Google Calendar credentials in the calendar tool nodes
  2. Set up Google Sheets integration with your patient tracking spreadsheet
  3. Add your Google Gemini API key to the language model node
  4. Update the calendar ID in both calendar nodes to match your practice calendar
  5. Modify the Google Sheets document ID to point to your patient records sheet
  6. Test the webhook endpoint to ensure proper request processing

How to customize the workflow

  • Adjust business hours by modifying the availability checking logic in the system prompt
  • Change appointment duration by updating the end time calculation (currently set to 1 hour)
  • Modify patient data fields by updating the Google Sheets column mapping
  • Update practice name by changing "Pearly Whites Dental" references in the system prompt
  • Customize response format by adjusting the AI agent's instructions for different appointment types

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 - webhook_trigger

Type / Role
n8n-nodes-base.webhook - webhook
Config choices
Version 2

Block 2 - get_availability

Type / Role
n8n-nodes-base.googleCalendarTool - googleCalendarTool
Config choices
Version 1.3

Block 3 - think

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

Block 4 - create_appointment

Type / Role
n8n-nodes-base.googleCalendarTool - googleCalendarTool
Config choices
Version 1.3

Block 5 - respond_to_webhook

Type / Role
n8n-nodes-base.respondToWebhook - respondToWebhook
Config choices
Version 1.4

Block 6 - gemini-2.5-flash

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

Block 7 - dental_agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 2

Block 8 - log_patient_details

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

Block 9 - simple-memory

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

Block 10 - Sticky Note

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

Block 11 - Sticky Note1

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

3. Summary Table

Workflow Voice agent for dental appointment booking with Gemini AI
Complexity intermediate
Nodes 11
Categories Support Chatbot, AI Chatbot
Author Lucas Walter
Published 18 Jul 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/6153/6153.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 Voice agent for dental appointment booking with Gemini AI do?

This workflow contains community nodes that are only compatible with the self hosted version of n8n. AI dental appointment booking with Google Calendar and Sheets Who's it for This workflow is perf...

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 Support Chatbot, AI Chatbot use case.