Create Multilingual Voice Calling Bot with GPT-4o, ElevenLabs & Twilio

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Built by Shiva Shiva
Created on June 05, 2026

Description

AI Voice Calling Bot - OpenAI GPT-4o + ElevenLabs + Twilio Integration for Multilingual Appointment Booking & Service Orders

Overview

Transform your business with an intelligent voice calling bot that handles customer calls automatically in 25+ languages. This N8n workflow integrates OpenAI GPT-4o, ElevenLabs text-to-speech, and Twilio for seamless appointment scheduling, pizza orders, and service bookings.

Key Features

Multilingual Support**: Conversations in English, Spanish, French, German, Italian, Portuguese, Chinese, Japanese, Arabic, and 20+ more languages
Natural AI Conversations**: GPT-4o powered responses with ElevenLabs realistic voice synthesis
Multi-Service Handling**: Appointments, orders, and service requests with automatic logging
Real-time Processing**: Instant speech-to-text and audio response generation

Prerequisites

N8n instance (self-hosted or cloud)
Twilio account with phone number
OpenAI API key (GPT-4o access)
ElevenLabs API credentials
Google Sheets access
Cloud storage for audio files

Setup Instructions

Step 1: Configure Credentials
Add API keys for OpenAI, ElevenLabs, Twilio, and Google Sheets in N8n credentials manager.

Step 2: Prepare Data Storage
Create Google Sheets for call logs and appointments with columns: timestamp, caller_id, speech_input, ai_response, language, call_sid.

Step 3: Configure Twilio
Set webhook URL to your N8n endpoint: https://your-n8n-instance.com/webhook/voice-webhook

Step 4: Update Sheet IDs
Replace placeholder Google Sheet IDs in workflow nodes with your actual sheet IDs.

Customization Options

Voice Settings**: Adjust ElevenLabs multilingual voice models and parameters
AI Behavior**: Modify system prompts for specific business needs and languages
Service Types**: Add custom service handling logic
Business Hours**: Implement language-specific operating hours

Monitoring

Track call analytics, language preferences, conversion rates, and customer satisfaction across all supported languages through automated Google Sheets logging.

Ready for production use with comprehensive error handling and scalability for global businesses.

Nodes Used (3)

Google Sheets
n8n-nodes-base.googleSheets
HTTP Request
n8n-nodes-base.httpRequest
OpenAI
n8n-nodes-base.openAi