It is genuinely good at adding directed motion to real property photographs, which is the useful application. It is unreliable at inventing spaces, and doing so in property marketing is misrepresentation anyway. Judge it by whether it presents the actual property well, not by how much it generates.
What it does well
Applying believable camera motion to a still image is a solved problem in a way it was not a few years ago. Pushes, parallax, and pans that follow the geometry of a photograph read as real camera movement rather than as a zoom effect.
What it does badly
Generating architecture is where these models fail visibly. Room proportions drift, fixtures warp, and text on signage becomes nonsense. In property marketing this is not merely a quality issue, since a buyer may rely on it.
The distinction that matters
Motion applied to a real photograph of the actual property is a presentation technique, like a slow pan in a documentary. A generated room is a fabrication. The first is a legitimate tool; the second should not appear in listing marketing at all.
How to evaluate a tool
Ask whether it respects the source photograph. Tools that add motion while preserving the frame produce usable marketing. Tools that reimagine the image produce something that looks impressive and cannot be published for a real listing.
Last reviewed September 2, 2026