Can an App Store app be an AI platform for generating other Shopify apps?

Hi everyone,

I’m building an AI-powered developer platform for Shopify merchants and would appreciate some guidance on whether this architecture is compatible with public App Store distribution.

The flow is:

  1. A merchant installs my AI development platform from the Shopify App Store.
  2. They connect their own Shopify Partner account.
  3. They describe an app they want to build.
  4. The platform uses AI to generate the actual Shopify app, including its code and configuration.
  5. The generated app is created under the merchant’s own Shopify Partner organization.
  6. My platform handles the development environment, deployment, and infrastructure.

So, importantly, the App Store app is the AI development platform itself. The generated apps are separate apps owned by the merchant.

I found this discussion that seems very relevant to the concept:
Shopify Community discussion

My main question is:

Can a public Shopify App Store app have generating/deploying other Shopify apps as its primary purpose, provided those generated apps are created under the merchant’s own Shopify Partner organization?

If so, are there any specific requirements around:

  • Partner API access
  • OAuth/authentication
  • App scopes
  • App distribution
  • App Store requirements

I already have a working MVP with this architecture, so I’d like to make sure I’m designing the production version correctly before submitting it for review.