How to Build an AI MVP in 2026

The AI-MVP window is still wide open in narrow verticals. Speed and taste matter more than model choice.

Table of contents

• Week 1: pick
• Week 2: build
• Week 3: sell
• Week 4: iterate
• FAQ

Week 1: pick the problem

One vertical, one workflow, one paying persona. Talk to ten people before you write a line of code.

Week 2: build

Use Lovable, Bolt or Cursor. Prompt-driven backend, minimal UI, one clear success moment.

Week 3: sell

Ten paying users at any price beats a hundred free ones. Personal outreach first, marketing later.

Week 4: iterate

Talk to every user. Kill any feature nobody uses. Double down on what got the first sale.

Common mistakes

• Building for months without selling
• Chasing five personas
• Ignoring price signal

FAQ

Do I need to code?

Not for a first MVP. Lovable and Bolt cover it.