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Create and validate Meta ad copy with GPT-4o, OriginalVoices, and Sheets

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Created by: Vedad Sose || vedad27

Vedad Sose

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Last update 5 days ago

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Generate 50 Meta ad copy variations informed by target audience insights, then validate with real human feedback to identify the top 10 performers — all before spending a dollar on ads.

Why This Matters

Traditional ad copy generation relies on AI guesswork about what might resonate. This workflow grounds every variation in real human insight from your target audience — what actually matters to them, their specific concerns, the language they respond to, the benefits they care about.

Instead of burning ad budget testing generic variations, you start with copy shaped by authentic audience perspectives, then pre-validated by those same people before you spend a single dollar. The top 10 ads aren't AI's best guesses — they're ranked by real human feedback on what would genuinely make your audience stop scrolling and click.

How It Works

This workflow uses real human perspectives at two critical stages:

1. Generation (Audience-Informed) — AI queries Digital Twins from your target demographic to understand their preferences, concerns, and emotional drivers. These insights directly shape the 50 ad variations, ensuring copy that speaks to real human motivations.

2. Validation (Pre-Tested) — Each variation is evaluated by Digital Twins matching your audience. They score and provide specific feedback on what resonates and what falls flat. Only the top 10 make it to your Google Sheet.

The result: Pre-validated ad copy ranked by actual target audience feedback, not AI assumptions.

The Process

  1. Submit your brief — Product details and target audience description
  2. AI gathers audience insights — Queries Digital Twins to understand what matters to your demographic
  3. Generate 50 informed variations — Copy crafted around real preferences, pain points, and emotional triggers
  4. Digital Twins validate — Target audience evaluates each ad for resonance and effectiveness
  5. Top 10 ranked output — Google Sheet with scores and specific human feedback

Each variation includes:

  • Primary Text — Main ad copy (first 125 chars are the crucial hook)
  • Headline — Bold text below creative (under 40 chars)