One guest preview
Visitors can try two low-resolution watermarked previews before they need an account.
Interior previews, not vague mockups
Show a new finish on the right surface before anyone buys material.
Room Vision turns a room photo into a controlled material-swap preview. The current product supports two free guest previews, signed-in HD generations, saved before-and-after history, and regeneration.
Guest2 free previews
Signed-inUnlimited generates
HistoryBefore / after saved
Before
After
Current best-value pack
50 credits$75Accurate product rulesBlack and white interfaceSeparate pricing pageGuest preview paywallStored generation historyCheckout disabled for now
What exists now
No invented metrics, no filler copy.
These are the behaviors currently implemented in the app and backed by the FastAPI service.
Signed-in generation
Guests get two watermarked previews. Signed-in users can generate and regenerate full previews.
Stored history
Signed-in users keep before-and-after image history and can revisit earlier generations.
Admin visibility
Admin users can review users, generation counts, and free-preview usage.
How it moves
Short path from upload to saved design pass.
1
Upload a room photo and choose the surface to edit.
2
Describe the new material or finish you want applied.
3
Generate a preview, then save, compare, or regenerate from account history.
Built for review