Codex case library›Order Taking and Commercialization
Back to all cases

Two AI Top-Up Routes: Self-Built Redemption Site vs. Opening a Shop on Yunmao Xiaopu

135 yuanPlus price per order
25.3 yuanProfit per Plus order under the self-built model
24 yuanPrice difference per Plus order for beginner shop-opening
01

What this case covers

The author is a big-tech programmer who has done AI top-ups as a side hustle for more than two months, first connecting to ready-made supply to sell, and building a self-built redemption site two weeks ago. The article compares the two routes of technical self-building and beginner shop-opening in terms of preparation, cost, after-sales, and customer acquisition.

02

Questions it answers

  1. Who is each route suited to: a self-built redemption site or opening a shop with ready-made supply?
  2. What conditions does the author value most when screening card platforms?
  3. How are the costs of one Plus order broken down?
  4. Why does sales collection still use a third-party shop?
  5. What after-sales rules should be written clearly in advance?
03

Our observations

  1. The core difference between self-building and connecting to supply is which links you take on, not which is more advanced.
  2. Card codes are equivalent to cash; you must control the code-issuing and redemption process yourself.
  3. Funds turnover is tied up in the buying-U step; reserve working capital and control the size of each order.
04

From the author

Having technical ability does not mean you have to build every system yourself. I built a redemption site myself, but sales and collection still use a third-party shop.
QR code for a three-day trial of Shengcaiyoushu

The complete post is available in the Shengcaiyoushu community

Scan for a free three-day trial and read the complete original. Platform rules apply.