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Lesson 5 — The Video Assembly Line

One winning ad is luck. A system that ships twenty variants a week is a business. Build the line, not the video.

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  • Treat hook, body and CTA as swappable modules: 5 x 2 x 2 yields twenty ads from nine generated pieces.
  • Draft in a cheap, fast tier and spend the premium tier only on the concepts that survive the cut.
  • Track cost per finished ad including failed rerolls; AI variants are usually far cheaper than a crew shoot, but only if you count the waste.
  • Name files so every winner traces back to its exact hook, body, CTA and version, then run a fixed weekly ship-and-read cadence.

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