Logins and access
Who can see and change what, checked on the server, and auth flows that work on your real domain.
Built your app with Lovable, Bolt, Replit, Base44, Claude Code or a no-code tool? Answer a few plain-English questions and get your score and a prioritised fix list in about two minutes.
What it checks
AI app builders are great at getting an idea on screen. These are the parts a demo skips, and the ones that matter once people sign up, store data and pay you.
Who can see and change what, checked on the server, and auth flows that work on your real domain.
API keys out of the browser, server-side validation, rate limits and up-to-date packages.
A real production database, tested backups, repeatable migrations and personal-data basics.
Access granted by webhooks, failed cards and refunds tested, live and test keys kept apart.
AI keys on the server, spending limits, and AI that only sees what the user may see.
Your own domain, emails that reach the inbox, and pages Google can actually read.
Code and accounts in your name, a data export you have tested, and alerts when things break.
Non-technical founders, small business owners and startup teams who built an MVP, a SaaS product or an internal tool with an AI app builder or vibe coding, and want to know what's missing before real customers, real data and real payments arrive. It works for apps on Supabase, Firebase, Replit's database or Base44's backend, and for internal AI tools and workflows as much as customer-facing products.
Want the detail behind each question? Start with the Lovable to production checklist or the vibe coding security checklist. If you'd rather have it fixed for you, that's what an app rescue does. And if you're starting from scratch, see MVP and SaaS development orinternal tools.
Questions
Yes. No sign-up, no email, and your answers stay in your browser. Nothing is sent anywhere unless you choose to contact me with your results.
Lovable generates real React code with Supabase behind it, which is a good starting point. Whether it is ready depends on the parts a demo skips: access rules, secrets, payments, backups and your own domain. This check covers exactly those.
Apps built with Lovable, Bolt.new, Replit, Base44, Claude Code, Cursor or written by hand. The questions are the same, and you get extra hints for the builder you choose.
Choose "Not sure". It counts as not done, because an unchecked risk is still a risk, and it goes on your fix list as something to check.
Each question is weighted: critical issues count three times, important ones twice, good practice once. The score is the share you have covered. Any critical "No" means the verdict is "Not ready yet", whatever the score.
No. It is a self-check that catches the most common gaps in AI-built apps. A proper audit looks at your actual code, data rules and setup.
Start at the top of your fix list: the critical items first. If you would rather have someone fix them, an app rescue starts with an audit of exactly these areas, from $1,000 at a fixed price.
Send me your results and I'll reply with what to fix first and a fixed price. App rescues start from $1,000.