Generate AI Vehicle Walkaround Videos for $0.93 each (Veo 3.1 + n8n)

Stop wasting hours filming walkaround videos for every car in your inventory. This n8n workflow builds an AI agent that automatically generates a 3-scene, 24-second Vehicle Walkaround Video from just 5 photos—for only $0.93 per video.

This is the exact Veo 3.1 automation n8n pipeline shown in the YouTube tutorial. It’s a complete "AI Salesperson" agent that:

Analyzes 5 reference photos (3 car angles, 1 dealership, 1 salesperson).
Writes a unique, persuasive script for each vehicle.
Generates a 3-scene video ad using Google Veo 3.1.

⚙️ What This Workflow Automates:

Multi-Angle Visual Analysis: Uses Gemini 2.5 Pro to analyze all 5 photos, extracting detailed data on the car's features, the salesperson's attire, and the dealership's environment.
The "AI Salesperson" Agent: A specialized GPT-4.1 agent acts as your scriptwriter, consuming the visual data to write a unique, 3-scene script (Intro, Features, CTA) that fits a 24-second runtime.
Consistent Character Generation: This workflow is the ultimate solution for how to create a consistent character in Veo 3 n8n, locking in your AI salesperson's appearance across all three video scenes.
Multi-Scene Video Generation: Automatically calls the Google Veo 3.1 image to video n8n API three times with the agent-generated prompts.
Final Video Stitching: Merges the three video clips (using FFMPEG) into one seamless, professional Veo 3 advertisement n8n.
Database Logging: Updates your Google Sheet with the final video URL and marks the status as "Done".

Result: A scalable, automated system for creating UGC video ad sora 2 n8n style content for your entire inventory, at an unbeatable cost.

🧠 Tech Stack

n8n: Workflow Orchestration
Google Veo 3.1 (via Kie.a i): Video Generation Engine
Google Gemini 2.5 Pro: Visual Analysis
GPT-4.1 (via OpenRouter): "AI Salesperson" Agent (Scripting & Prompting)
Google Sheets: Database & Job Management
Cloudinary: Image URL Hosting
Fal.a i FFMPEG: Video Merging

📦 What’s Included

✅ Full n8n workflow (JSON) ✅ All AI prompts (Visual Analysis YAML & AI Salesperson Agent) ✅ Setup instructions & link to the full tutorial video

💡 Use Cases

Automate Vehicle Walkaround Videos for car dealerships.
Generate AI-powered real estate video tours.
Create consistent UGC video ads for e-commerce products.
Build a scalable, low-cost video ad generation service for clients.

👉 Watch the full tutorial video: https://youtu.be/c5nlH_J9wUc

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