I gave the same prompt to 3 AI app builders

I gave the same one shot prompt to three AI app builders.

Not multiple iterations. Not refinement. Just one detailed prompt for a personal workspace app. The UX they produced was actually quite similar.

But the difference was in how far each got me:

  • Lovable — felt like a usable product. Coherent UX, working flows, strong responsiveness.

  • Figma Make — solid prototype. Same structure, but would need more work to feel polished.

  • Google Stitch — a design starting point. Good exploration, but missing pieces and consistency.

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The Takeaway:

it's not just about what gets generated, it's about how much effort is still required after the first prompt. Same input, very different distance to "done."

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The problem with helpful AI

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I spent half a day trying to set up a way to stay updated on SaaS