App Store Readiness Checklist For AI-Built Apps

You shipped an ai-built app in a weekend. Beautiful. Now Apple has to say yes. This is the working App Store readiness checklist for AI-Built Apps — the exact gates every founder using Lovable, Base44, Replit, Cursor or v0 has to clear before a first submission, and the fixes we run every day when we take a raw AI prototype to the App Store.

Why Readiness Is A Different Problem For AI Apps

Apple's app review team is not against ai-generated apps. They are against apps that look generic, break at runtime, mishandle data, or copy someone else's IP — and unfortunately that is what most vibe-coded builds ship with by default. Since generative ai made building apps too easy, submission volume has exploded, so Apple leans harder on Guideline 4.3 (spam) and 5.0 (legal). If your build feels like a template with a new logo, expect a rejection.

The good news: everything the reviewer flags is fixable in a day or two. The bad news: nothing in Lovable, Base44, Replit or v0 points you at those gates. Neither does the raw Apple guidelines document — it tells you the rules, not the AI-specific traps. So teams either learn by getting rejected, or they run this checklist first. Our launch playbooks were written for exactly this gap, and the platform hub indexes every builder we support.

The 12-Point Readiness Checklist

Below is the same list we use inside every Wanilla Launch Review. Each gate has a pass state that a reviewer can verify in under thirty seconds — that is the bar. Skip one and you burn a week on resubmission. Run all twelve and most teams get through app review on the first pass. If you want the shortest path, skim the list, then read the sections that apply to your build.

• Native shell that hosts your web build with real system integrations — see the Replit-to-mobile bridge.
• App Store Connect account, bundle ID, entitlements and provisioning profile.
• Legal pack: privacy policy, terms, support URL, and (if you sell) EULA — templates in our legal library.
• Data-safety declarations matching what the app actually collects.
• Sign-in flow with Sign in with Apple wherever a third-party login is offered.
• StoreKit paywall with restore purchases, prices in local currency, and receipts validated server-side — patterns in our paywall hub.
• Push, camera, location, and tracking prompts with plain-English usage strings.
• Crash-free launch across three real devices, plus a low-storage and airplane-mode test.
• Original UI: your own icon, launch screen, empty states, and tab bar — no default Lovable or v0 chrome.
• Reviewer notes with a demo account, deep link, and a two-line description of what to test.
• Metadata pack: title, subtitle, keywords, screenshots per device family, and a preview video — see the ASO playbook.
• Release plan covering staged rollout, TestFlight cohort, and a monitored first 72 hours.

The rest of this piece is a working guide to each gate, in the order we run them. If you want the condensed 24-hour version, jump to the Lovable-to-App-Store workflow.

Wrap The Web Build In A Real Native Shell

The single biggest reason ai-generated apps get rejected is Guideline 4.2 — "minimum functionality" — because the submitted binary is a raw WKWebView pointing at a URL. Apple has stopped accepting that pattern, and Google Play is following. You need a native shell that exposes push, in-app purchase, share sheets, haptics and offline caching to your web layer, so the reviewer's device feels like it is running an iOS app, not a browser tab.

We cover the exact bridge pattern in How To Turn A Replit App Into A Real Mobile App and the 24-hour pipeline in From Lovable To The App Store In 24 Hours. If you built with Base44 or Bolt, the same pattern applies — see the platform hub for AI-builder-specific notes. Cursor users can lift the same shell verbatim; the hard code is in the message bridge, not the UI.

Set Up The Developer Account, Bundle ID And Code Signing

Open an Apple Developer account in the legal entity that will own revenue — a personal account is fine for solo founders, but change it later and you re-sign every build. Reserve a reverse-DNS bundle identifier, generate the distribution certificate, and create an App Store provisioning profile inside App Store Connect. The store connect UI is fiddly; the App Store Connect API is faster once you have more than one build. Automate certificate rotation early — a manual dev workflow bites within six months.

Team leads should also add a reviewer role for whoever will be a second pair of eyes on submissions. If you plan to route revenue through the Small Business Program, read our note on the 15% tier for AI founders before you enroll. Compare provider stacks in RevenueCat vs Adapty vs Wanilla so the plumbing is decided before your first paid release.

Ship A Legal Pack That Matches The App

Every submission needs a live privacy policy URL, a support URL, and — if you charge — an EULA and terms. Reviewers open each link. If any 404s, the build is rejected within an hour. The privacy policy has to list every data class you actually collect, the SDKs that touch that data, and the retention window. Boilerplate generators are fine as a starting point; they are not a defense if the disclosures do not match your build.

Wire the same document set into your onboarding and settings screens. See our legal templates for the exact structure we ship with every Wanilla launch, and read the pre-publish playbook for the deeper walkthrough. If you also target the EU, add a cookie disclosure and a data-request endpoint; both are covered in the features hub.

Declare Data Collection Honestly

App Store Connect asks a long form about what your app collects and how it is linked to identity. If the form says "we do not track" but the binary loads a third-party analytics SDK, the reviewer's traffic scan will catch it and reject the build under Guideline 5.1.2. Match the form to the binary, remove SDKs you do not need, and gate any advertising identifiers behind App Tracking Transparency. This is where most AI-Built Apps fail silently — the generator wired an SDK the founder never noticed. Audit your code once, then keep an SBOM.

Offer Sign In With Apple Wherever It Applies

If your app uses Google, Facebook, or any third-party social login, Guideline 4.8 requires you to also offer Sign in with Apple. Skipping it is the second-most common rejection we see on AI-Built Apps. It is a two-hour job with the Sign in with Apple SDK and pays back in review speed. Anonymous auth is fine as a fallback but not a substitute.

Ship A Compliant StoreKit Paywall

If you sell anything digital that unlocks features inside the app, it must go through StoreKit. External Stripe links are a fast rejection under Guideline 3.1.1. Build the paywall with server-side receipt validation, a visible restore purchases button, localized prices, and clear renewal terms above the CTA. Weekly trials still convert best for consumer apps; monthly and annual still win for prosumer. The StoreKit documentation covers the API; the paywall hub covers the copy.

Comparison of the three stacks most teams pick from is in RevenueCat vs Adapty vs Wanilla. If you plan a growth loop after launch, wire a app referral and affiliate platform into the same paywall event so invites compound alongside subscriptions. Founders shipping consumer apps also read web-to-app funnels to keep CAC honest.

Write Human Permission Strings

Every permission prompt reads a purpose string from Info.plist. Reviewers scan them all. "We need location to work" fails. "We use your location to show cafés nearby that match your saved filters" passes. Same for camera, microphone, contacts, photos, notifications, and tracking. Ten minutes of copywriting saves a week of resubmission. Localize the strings if you support more than one language — the reviewer often runs a non-English locale on purpose.

Make The Binary Crash-Free On Real Devices

Simulators lie. Install a TestFlight build on at least an older iPhone (SE or 11), a current iPhone, and an iPad if you support it. Test airplane mode, low-storage, background-to-foreground transitions, and a fresh install with no cached state. Watch console logs during the reviewer's likely first-run path. Wire a crash reporter — Sentry or Crashlytics — before submission so you see any regressions the reviewer hits. Our internal QA rubric is bundled into every Wanilla feature module.

Make The UI Look Yours, Not Templated

Guideline 4.3 rejections almost always cite "spam" language, but what the reviewer actually saw was a template with a swapped logo. Replace the default Lovable, v0, or Bolt chrome — tab bar labels, empty states, onboarding illustrations, the app icon, and the launch screen. Ship a distinctive first-run flow. If two other apps in your category feel like the same product with a different palette, expect a rejection. The features hub lists the UI polish work we run for every managed launch. Look at the alternatives page to see how competing categories differentiate.

Give The Reviewer A Two-Minute Path

The reviewer notes field is free real estate. Include a working demo account, a deep link to the paywall, and a numbered list of the three flows you want tested. Reviewers time-box each submission; if they cannot see your core loop in two minutes, they mark it "incomplete" and move on. If your app requires a specific persona to see the value, ship two demo accounts — one empty, one populated — so the reviewer picks the right one.

Ship Metadata That Ranks, Not Just Passes

Title, subtitle, keywords and screenshots decide half of your first-week installs. Write them for the App Store search algorithm, not for your investors. Benchmark your listing with an ASO score before you submit, then iterate weekly. Screenshots should carry the value prop in the first two frames; a 15-second preview video should show the core loop, not a logo intro. Titles cap at 30 characters — pick the phrase that a user would type into search, not your brand tagline.

See the ASO playbook for the exact screenshot template we ship, and web-to-app funnels if you plan to drive paid traffic straight to the listing. Founders comparing tooling can read the monetization stack comparison, and the full blog for launch case studies.

Plan The First 72 Hours After Approval

Approval is not launch. Schedule a staged release to 5% for 24 hours, watch crash-free rate and refund rate in App Store Connect, then ramp. Have a rollback binary ready. Pin a public roadmap. Reply to every review in the first week — Apple weighs response rate into ranking. If Google Play is next, most of this checklist ports over; the Google Play Console equivalents are covered in our platform notes. Watch tools like App Store Connect analytics, Sensor Tower and Appfigures during the ramp — they diverge more than founders expect.

What Changes For Google Play

Play is more lenient on template UI but stricter on data-safety declarations and target-SDK freshness. If you plan to ship both, mirror the same legal pack, keep one code base for the web layer, and re-shoot screenshots in Play's aspect ratios. Play review is faster on median but slower on edge cases; keep both queues in mind when you plan the mobile release pipeline.

What Changes For B2B And Enterprise

Internal distribution via the Apple Business Manager bypasses the public app stores but still needs a signed binary and a working MDM profile. Same code signing rules, different provisioning path. Talk to procurement early — enterprise legal review usually takes longer than Apple's.

How Wanilla Runs This For You

Every managed Launch Review we run against an ai-built app is this checklist plus a shipping engineer. We take a Lovable, Base44, Replit or v0 export, wrap it in our native shell, hook up StoreKit, ship the legal pack, and submit under our developer account or yours. First submissions clear app review in about a week; most teams try to submit apps themselves and take a month. See pricing or read more launch playbooks. If you already have a build, start with our pre-publish checklist.

Frequently Asked Questions

How to publish in Lovable AI?

Lovable exports a web app. To publish on the App Store you wrap that export in a native shell, wire StoreKit and push, then submit through App Store Connect. The full pipeline is in our 24-hour workflow, and the pre-flight checks are in the pre-publish playbook.

Is it legal to use AI to build an app?

Yes. Apple does not prohibit ai-generated apps. It rejects apps that are spammy, unoriginal, or violate someone else's IP — which any app developer can trigger, AI-assisted or not. Original UI, honest disclosures and a working paywall keep you inside the rules.

Can I use AI to build an iOS app?

Yes. You still need a native shell, a compliant paywall, and the legal pack listed above. AI writes most of your UI code; the readiness checklist above is the delta between "runs" and "shipped". See the Replit-to-mobile guide for a worked example.

Why is Apple falling behind in AI?

That is a platform question, not a submission one. It does not affect whether your app is approved. Focus on the checklist, not the narrative.

Can I submit apps to the App Store now if a coding agent wrote most of the code?

Yes. Your ai can submit apps to the app store now, in the sense that agents like Cursor and Lovable can generate the code — but the human on the account still signs, tests, and answers the reviewer. See our launch playbooks for step-by-step walkthroughs.

Next step: if you want a second pair of eyes on your submission, book a free Launch Review at wanilla.co and we will run this checklist against your build in 24 hours.