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8 days, $320k GMV: I turned manual CPS editing into a workflow using Codex and Remotion

Hello, I'm Song Zhiyuan. I've been with Shengcai for less than a year. Starting from 618, this is my third time participating in the CPS mini-sailing event.

Summary

Review the results before exploring further

At first, CPS was entirely manual: finding references, writing copy, modifying commands, recording voiceovers, trimming breaths, adding images, adjusting animations, and creating thumbnails. Every step was done by hand, but...

Our Take

Three things to consider about this case

Why it matters
First, run a small, verifiable task, recording the outcome, manual modifications, and maintenance effort.
Who it suits
Suitable for reference by those who already have similar needs and can verify effectiveness through small tasks.
What to check first
The achievements mentioned in the summary belong to the author's self-report; distinguish between revenue and profit, and consider costs, man-hours, and reproduction conditions.
Our Suggestions / Try This
Who it suits
Content creators
What to try first
First, select an existing piece of content, complete its organization, formatting, and sharing, then observe whether readers save it or provide feedback.
What to measure
Record completion time, share feedback, and willingness to reuse.
Try Official Account Typesetting ↗

What should you ask before trying this?

  • What specific need does this practice solve for you?
  • How should the minimum viable test be accepted, and how much time needs to be invested?
  • Which steps still require human processing and continuous maintenance?
Still deciding? Read our decision guides
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