Layouts are useless without prices: feedback that changed my room design app

I’m building Nookflip, a room design app that checks whether furniture actually fits. It started with one question: will a new sofa fit in here?

You upload a photo of your room and pick a style. You get a plan with real furniture sizes on a to-scale floor plan you can drag around, and it flags overlaps, pieces in a door’s swing, and tight gaps. When the layout looks right, it renders the makeover onto your own photo.

The newest feature came out of feedback from two strangers on Reddit: a shopping list that keeps each piece’s size next to its price and flags where the total goes over your budget. Each piece now has budget, mid-range and premium estimates too.

It runs inside Anna, an AI app platform, so trying it needs a free Anna account.

If you’ve ever bought furniture that didn’t fit, what do you wish you’d checked first?