topic

Building with AI

for

Founders with an AI-built MVP

date

2026-10-26

Your vibe-coded MVP works. Here’s why it doesn’t convert.

Building an MVP has never been faster. AI app builders like Lovable turn a description into a working product, and Lovable alone passed $600 million in annualized revenue in September 2026 (TechCrunch). Getting to “it works” is the easy part now. Getting strangers to sign up, trust you and come back is the hard part.

Five gaps we see most

1. It looks like every other AI-built app

AI tools fall back on the same defaults: purple-to-blue gradients, the same geometric sans-serif and rounded cards in grids (Urban Catalyst). Visitors have seen that look many times, and it says nothing about you.

2. The first five minutes are empty

New users land on blank screens with no clear next step. Empty states, a short setup and an early win matter more than another feature.

3. Trust signals are missing

Pricing is unclear, there’s no real company information, and nothing shows that other people use it. People don’t pay for software they don’t trust.

4. The interface drifts

Every prompt creates slightly different buttons, spacing and colors. After a few weeks, the app looks like five apps stitched together.

5. Problems hide under the hood

Agencies that rebuild AI-built MVPs keep finding the same issues: open databases, leaky logins, API keys in front-end code and no limits on expensive requests (Modall). Users can’t see these problems until something breaks.

What to fix first

1. Security basics: lock down data, logins and keys before you grow.
2. Onboarding: get new users to their first result fast.
3. The landing page: one clear sentence about what it does and who it’s for.
4. A small design system: shared colors, type and components, so new screens match.
5. Your visual identity: make it look like your company instead of the tool that built it.

What to leave alone

• Features nobody uses yet
• Rewriting working code for its own sake
• A full rebrand before you know who your customers are

Fix it without starting over

You rarely need to throw the app away. A typical path is an audit, a design system layer on top of what exists, rebuilt key screens and a security review. Development shops sell this kind of work in fixed stages, from audits at $1,500 to $3,500 up to production readiness at $10,000 to $35,000 (Frenchy Digital).

How we help

Our Product Sprint takes an AI-built MVP and makes it look, feel and work like a real product, from $12,000, with an independent security review before launch. Book a 20-minute call.