Understand what is actually inside your AI-generated app, in plain English
You asked an AI to build your product. It delivered in days. But now when engineers ask you questions, you're lost. When the founding team discusses the codebase, you nod and hope nobody asks you to explain it. When you pitch investors, you cannot articulate how your own app actually works.
This is the founder trap of AI-generated code: speed without understanding. Vibe Code Analyzer closes that gap.
Upload your codebase. Get a thorough explanation of every major component, module, and workflow. Not pseudocode. Not jargon. Clear language that a non-engineer can follow and remember.
See how your app is wired: frontend to backend, database to API, payment flows to notification triggers. One diagram that shows what actually happens when someone uses your product.
Identifies blind spots in AI-generated code: missing error handling, unprotected endpoints, database bottlenecks, unfinished features. Know what might fail before your first customer hits it.
You get a clear, jargon-free summary. Your CTO gets a technical deep-dive. Same analysis, two audiences. No translation meetings needed.
You are not a professional engineer. You are a founder who wanted to move fast. You are capable, but code literacy is not your superpower. The problem is not with you. It is that current developer tools assume you either understand code deeply or you hire someone who does. Neither applies. Vibe Code Analyzer is built for the in-between: the founder who owns the product and needs to understand it without becoming an engineer.
Start Free AnalysisSolo founders who shipped with AI but cannot explain their own architecture. Non-technical co-founders who want to hold their own in technical discussions. Product leaders who need to understand what their engineers are actually working with. Investors who want to verify that a team knows their own codebase.
The Wishdeal Factory scores every idea against 10 Adoptability axes, separate from raw quality. Here are the numbers we surface for this one.
Everything on this page. The brand, the score, the Fermi math, the audio pitch.
ICP, MVP scope, first 7 build tasks, 30/60/90 launch plan, GTM, email drip, LinkedIn message, objections, risk memo.
Unlock dossierDossier plus the working code starter, brand assets, copy library, and outreach pack.
See adopt scopeHire the team that built this to install, customize, and run launch with you.
See scope