App Store Checklist For AI Generated Apps

Most founders don’t find out their app has a problem until Apple or Google tells them. By then, the launch date is already public, the team is already tired, and the fix is happening under pressure instead of on a schedule.

This checklist won’t tell you why AI coding platforms set founders up for rejection. We’ve already written that breakdown in detail, and if you want the mechanics behind each of these issues, it’s worth reading first.

What you’ll find here is different: a real app store checklist for AI apps, organized the way the actual submission process happens. Not by category of rule, but by the point in your timeline where each check needs to happen. Some of these need to be decided before you write another line of code. Some only show up once you test on a real device. Some only matter in the ten minutes before you hit submit.

Stage 1: Before You Build

These are architecture decisions. If you get them wrong here, fixing them later means rebuilding a layer of the app, not tweaking a setting.

• Subscriptions and any paid digital content go through StoreKit 2 on iOS and Google Play Billing on Android from day one
• Any web checkout stays inside the web version of the product. It’s never linked from the mobile app just to dodge the in-app purchase fee
• A user can delete their own account from inside the app. “Email us and we’ll handle it” isn’t a deletion flow
• Someone has actually mapped what the app collects and sends before anyone writes the privacy policy
• If the app collects anything about minors, there’s a real parental consent mechanism built in, not a hope that nobody checks
• Sign in with Apple is on the roadmap the moment Google or Facebook login is

Skipping this stage is exactly what leads AI-generated projects into a full web-style payment stack that has to be torn out and rebuilt months later, once the app is already “done.”

Stage 2: Before You Submit

This is the internal testing phase (TestFlight, internal testing track). This is where AI-generated code most often looks fine and isn’t, because it was never run on a real device or a real account.

• Try letting a subscription actually expire. Does access get cut, or does the app just trust an old status field forever?
• Receipts and entitlements get validated server-side, against the platform itself, never against whatever the client happens to send
• Delete a test account and go look at the database. If rows are still sitting there, the deletion flow isn’t done
• EU data export has been tested by an actual human who tried to open the file it produced
• The app has run on a real phone, not just a simulator. Backgrounding, low memory, and permission prompts all behave differently on real hardware
• Push notifications explain themselves before the system prompt appears, and there’s a working backend behind them, not just the ask
• Any privacy claim in the app or its marketing (“100% private,” “zero data sharing”) has been checked against what the app actually does, especially if a third-party AI model is involved

A lot of these issues never show up in a simulator. That’s exactly why they survive an entire build cycle without anyone noticing.

Stage 3: Store Listing

his is what you fill out in App Store Connect and Google Play Console. It’s not code, but Apple and Google will absolutely check whether it matches your code.

• Someone has read the App Privacy and Data Safety forms line by line instead of accepting whatever a tool auto-filled
• The iOS Privacy Manifest (PrivacyInfo.xcprivacy) exists and is accurate
• Required reason API usage is declared for every framework that needs it
• The privacy policy actually describes this app. Not a template, not last year’s product

This is where “documentation that overstates reality” turns into an actual rejection, not just an internal risk. If your privacy policy says one thing and your code does another, the mismatch is the problem, no matter which one is “more correct.”

Stage 4: Submission

The last pass, right before you hit send.

• Nothing here is a webview or a PWA dressed up as a native app
• No subscription is unlocking anything through a generic web payment screen inside the mobile app
• Sign in with Apple shows up wherever another social login does
• App Tracking Transparency prompts fire correctly anywhere tracking-adjacent code runs
• Account deletion works from inside the app, full stop, not only from a website somewhere

If you can’t confidently check every box on this stage, it’s worth holding the submission rather than finding out from a rejection email.

Stage 5: If You Get Rejected

Rejection isn’t the end of the process, but it’s easy to respond to it the wrong way.

Read the rejection reason literally. Apple and Google almost always point at one specific guideline, and the instinct to patch around it fast, with another quick prompt, is usually what created the mess in the first place. It’s the same pattern that shows up everywhere else in a vibe-coded project: a fast fix that quietly breaks something adjacent.

The other thing worth knowing: these issues cluster. Get flagged for payments, and it’s worth re-checking the whole payments section above, not just the one screen the reviewer mentioned. Get flagged for privacy, and the same goes for the privacy section. Rejections in this category rarely come from one isolated mistake. They come from a category of the app that was never built with store review in mind.

What To Do If You’re Not Sure You’ll Pass

If you’re going through this list and more than a couple of boxes are unclear, that’s normal. Most of these decisions get made early in a project, often without anyone flagging that they’d matter later at submission time.

This checklist covers app store readiness specifically. If you want the full picture of what else might be sitting under the surface of an AI-generated app (security, architecture, scalability), our AI generated app audit checklist covers that ground.

Your App Store Checklist For AI Apps Isn’t Optional Anymore

An app that works isn’t the same thing as an app that’s ready for review. The gap between those two is exactly where most AI-generated apps stall out, usually after the founder already believed they were close.

If you’re stuck on one of these items, or you’re not sure which ones apply to your app, we can help you finish and launch your vibe coded app before you submit, not after a rejection.