AI Builders & Vibe Coders
Problem: I can generate an app, but I don’t know whether it’s secure, monetized or ready for Apple/Google.
- Launch Doctor
- Security checks
- Payments
- AI API protection
- App Store readiness
- Analytics & retention
ShipForge runs a free self-assessment Launch Score, and the Founding Beta Launch Doctor Review turns your code into a prioritized, evidence-backed fix plan — produced by deterministic checks, AI explanation, an independent model challenge, and automated quality gates — with a downloadable report.
Free to start · No credit card · We do not build your app — we make it ready to launch and grow
The last 20% — auth hardening, payments, entitlements, privacy compliance, store readiness, analytics, retention, growth — is where most AI-built apps die. ShipForge lives in that gap.
A Flutter project, a FlutterFlow export, a Lovable-generated repo, or a ZIP. Ship-anywhere — we do not lock you in.
GitHub, Supabase, RevenueCat, PostHog, Sentry, App Store Connect and Google Play. Read-only by default; write actions always require explicit approval.
Prioritized Launch Doctor findings before you ship, then a weekly growth plan grounded in your real installs, revenue and reviews.
ShipForge's scanners and AI are built to surface the production gaps AI builders overlook — then automated quality gates check each finding before it reaches you. This is a preview of a planned feature; the live, evidence-backed review is Founding Beta.
Interactive preview Launch Doctor is in development — the public Launch Score tool is live today.
We don't try to market to everyone on day one. These are our three core audiences.
Problem: I can generate an app, but I don’t know whether it’s secure, monetized or ready for Apple/Google.
Problem: I don’t want to rebuild production infrastructure for every new app.
Problem: We repeatedly build the same infrastructure for clients.
Built on the tools your app already needs
These are how ShipForge works — not the main reason to use it.
Answer a few questions and ShipForge generates a recommended architecture, configuration manifest, environment variables and setup checklist. This produces a manifest today — a full codebase via the CLI later.
This is a planning manifest, not a generated codebase. It captures your decisions so a developer (or a future ShipForge scaffold) can implement them. Want a human Launch Doctor review of this stack? See founding beta pricing.
One system organized around the real lifecycle of a mobile app. See the full workflow →
Confirm the pain, the buyer, the pricing and the MVP scope — with honest research, not vibes.
Ship-anywhere, bring it here. Upload a ZIP today for an evidence-backed automated review; connecting GitHub, Supabase, RevenueCat and PostHog for automated evidence is on the roadmap.
Prioritized Launch Doctor findings, store metadata, screenshots, checklists and re-scan verification.
Plan how usage becomes recurring revenue — RevenueCat products, entitlements, paywalls, experiments and margin reporting. Connected monetization is roadmap; the Monetization Calculator works today.
Install → activation → paid funnel, retention, reviews, ASO, campaign recommendations and a weekly prioritized growth plan. Growth capabilities are planned and appear as empty states until your sources are connected.
A focused, evidence-backed launch-readiness review for AI-built mobile apps — not a broad eight-module platform.
The broad module set (CLI, backend adapters, monetization kit, reference apps) is on the roadmap — it ships only after the Launch Doctor delivery loop is proven end-to-end.
Find it. · Fix it. · Ship it.
Practical checklists and guides for Flutter and AI app developers preparing for App Store and Google Play launch.
15 checks that commonly cause rejections — run them before you submit.
When you need it, how to add it, and how to avoid rejection under Guideline 4.8.
If users can create accounts, Apple requires in-app deletion. Compliance checklist.
How to fill the form without mismatches that trigger rejection.
The most common security finding — API keys embedded in client code.
30 essential steps for a smooth launch day.
A 5-minute self-assessment of your app’s launch readiness. No account, no email, no commitment.