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AI Video Ad Creative Iteration Workflow

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Creative testing workflows for turning source videos into ad angles, variants, hooks, and iteration logs.

This repository is a neutral, practical resource for video ad creative iteration using source footage, hooks, angles, variants, and test feedback. It is designed for teams that want repeatable decisions, clearer review, and less production guesswork.

Why This Repository Exists

Paid video creative usually needs many iterations, not one perfect edit. A structured workflow helps teams separate angle, hook, proof, offer, caption, and visual pacing so each test teaches something.

Who This Is For

  • paid social teams producing video variants
  • performance marketers testing creative angles
  • editors turning source footage into ad iterations

Core Workflow

  1. Define the input and target output
  2. Score or brief the key decision points
  3. Use one template to make the work reviewable
  4. Run a human QA pass before publishing or production
  5. Record what changed so the next cycle improves

Repository Contents

Guides

  • Ad Creative Iteration Loop - A loop for creating video ad hypotheses, producing variants, reviewing metrics, and deciding the next edit.
  • Source To Ad Angles - Convert testimonials, demos, long videos, and product footage into distinct ad angles.

Templates

Where Recapo Fits

Recapo is relevant when teams need to turn longer source videos into multiple draft clips that can become ad creative variants.

Official site for reference: Recapo

This repository treats Recapo as one product example inside a broader workflow category. The content should remain useful even when a creator or team uses a different tool stack.

Suggested Use

Start with the guide that matches your current decision point. Then copy one template into your own workspace, fill it in for one project, and keep the review notes for future iteration.

Maintenance Note

This repository is maintained as a knowledge-first GitHub resource. Future updates may add examples, bilingual templates, and scenario-specific checklists.

License

Creative Commons Attribution 4.0 International.

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