Transparent Growth Measurement (NPS)

Scaling Personalised Video Campaigns with AI: From Planning to Publishing Using Veo3

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Automation at a Glance

 

Objective: Automatically generate hyper-personalised videos for niche audience segments and publish them to YouTube, without manual editing or uploads.

 

Core Workflow:

 

  1. Input video ideas and audience tags into Google Sheets
  2. Use Google Veo3 to generate videos based on each row
  3. Auto-upload videos to YouTube, complete with titles and metadata

 

Key Result: Launch a targeted, multi-video campaign in hours instead of weeks—automated from content planning to publishing.

Personalised video content has become one of the most powerful ways to capture attention, but scaling it is where most teams hit a wall. Producing niche-specific videos for different audience segments takes time, resources, and significant coordination between creative and marketing teams.

 

With the right AI workflow, much of this manual effort can be eliminated.

 

By integrating tools like Google Sheets, Google Veo3, and YouTube’s API, it’s now possible to fully automate video generation and publishing, customised to specific audience segments or campaigns. This post walks through the use case and logic behind building a scalable, automated video campaign system driven entirely by AI.

 

The best part? You can launch this workflow without writing a single line of code.

Use Case Overview

 

What’s Being Automated?

Creating and publishing personalised videos for niche audiences, without manually editing, rendering, or uploading.

 

The Problem:

 

The Solution:

 

Ideal For:

 

What You Get:

 

Visual Suggestion: Before vs After: Manual vs AI-Led Video Campaign Production –

Tool Stack + How Each Tool Drives Value

 

1. Google Sheets → The Data Layer

Your source of truth. More than just an input form, this becomes a dynamic content control panel. Each row acts as:

 

This structured format turns an unscalable creative process into a repeatable logic engine. You can populate this sheet from CRM exports, audience research, or internal idea banks, making video automation not just scalable, but intelligent.

 

2. n8n / Zapier / Make → The Orchestration Layer

This is where manual dependencies disappear. These platforms enable:

 

Strategically, this is the backbone that turns a spreadsheet into a production engine.

 

3. GPT-4o → The Creativity Layer (Optional but Powerful)

When used, GPT-4o becomes your AI copywriter. It can:

 

This layer allows you to preserve creativity without human dependency.

 

4. Google Veo3 → The Rendering Layer

This is where ideas come alive visually. Veo3 takes your input (prompt + theme + visuals) and generates:

 

Used right, this tool replaces entire video teams for certain formats.

 

5. YouTube API → The Distribution Layer

Beyond uploading, this layer can:

 

This turns YouTube into an extension of your automation workflow, not a final manual task/

Automation Flow Snapshot

Phase Function Tools Involved
Input Content ideas, audience tags, metadata Google Sheets
Trigger New content row detected n8n / Zapier / Make
Prompt Creation Optional script/prompt enhancement GPT-4o
Video Generation Render based on input Google Veo3
Publishing Upload to YouTube with metadata YouTube API
This flow is designed to run continuously. Add a row, and within minutes, your video goes live.

 

Related Read: AI-Native Workflow Automation Services

Strategic Benefits of This AI-Powered Video Workflow

 

1. Operational Velocity Without Compromising Quality

Manual video production is slow, not because of complexity, but coordination. This workflow compresses ideation, generation, and publishing into a single pipeline. Each asset created is as intentional as manually crafted ones, just without the drag.

 

 

2. Creative Execution at the Speed of Strategy

Often, creative teams lag behind planning cycles. This setup flips the equation: strategy teams input content, and creatives (in this case, AI tools) execute it instantly. You can test hypotheses, respond to trends, and deploy iterations without bandwidth becoming a constraint.

 

 

3. Segment-Level Personalisation That’s Scalable

YouTube audiences don’t want one-size-fits-all content. They want context by location, product, use case, or user stage. This workflow lets you mass-produce contextual videos from structured inputs without needing to script or edit them individually.

 

 

4. Real-Time Adaptation, Not Static Schedules

By tying video production to a live data source (like Google Sheets), you can modify messages mid-campaign. Change a row, change the outcome. No re-editing. No production queue.

 

 

5. Cost Efficiency with Long-Term Creative Compounding

Once this workflow is in place, your cost per video drops exponentially. What used to cost ₹10,000+ in agency fees or internal hours can now be reproduced at scale, with new outputs generated continuously as input data evolves.

 

Transform Your Video Campaigns from Manual to Autonomous

 

Hyper-personalised video campaigns don’t have to be slow, manual, or resource-heavy. With the right AI automation workflow, you can transform a simple content sheet into a scalable video production and publishing system.

By integrating tools like Google Sheets, Veo3, and YouTube’s API, the process becomes repeatable, intelligent, and responsive, ready to support your growth goals without creative bottlenecks.

Whether you’re scaling outreach, localising content, or accelerating launches, this system lets you do it all, at speed, with precision, and without extra hands.

The next campaign you plan could be in motion by the time this blog finishes loading.

About the Author

amol ghemud
Optimizer in Chief

Amol has helped catalyse business growth with his strategic & data-driven methodologies. With a decade of experience in the field of marketing, he has donned multiple hats, from channel optimization, data analytics and creative brand positioning to growth engineering and sales.

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FAQs

Can this workflow handle different audience segments automatically?

Yes. Each row in your Google Sheet can represent a unique audience segment, allowing the system to generate and publish personalised videos with segment-specific messaging and metadata.

Do I need to use GPT-4o for this workflow to work?

No, GPT-4o is optional. You can input pre-written prompts directly in the sheet. GPT-4o becomes useful when you want dynamic script generation or tone variation based on audience context.

What if a video fails to generate or upload?

Platforms like n8n and Make support error handling, retries, and alerting (e.g., via Slack or email). This ensures failed steps are logged or retried without halting the workflow.

Can I control how the videos look visually?

Yes. Google Veo3 allows prompt-based control over themes, style, and visual structure. You can define visual tone, mood, or reference content via text prompts or input parameters.

Is this limited to YouTube, or can I extend it to other platforms?

The core logic can be extended to auto-publish videos to other platforms like Vimeo, Instagram (via Meta API), or cloud storage using connectors supported by your automation platform.

How long does it take to generate and publish a video using this method?

Typically, once triggered, each video can be generated and uploaded within 5–15 minutes, depending on video length and processing load on the AI generation tool.

Can upGrowth help set this up for my specific use case?

Yes. upGrowth designs automation systems tailored to your content strategy, tools, and audience workflows, ensuring seamless deployment and scalable outcomes.

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