AI real estate video from photos: what is allowed

AI video is honest in real estate when it shows what doesn't exist yet and says so: an unbuilt development, a renovation idea, a neighborhood mood. Shown as the property today, it can mislead, and in California since January 2026 altered images need a statement and access to the original. I haven't made real estate AI films, so here's how I'd approach them.

This is general information and not legal advice. Rules differ by state, MLS and country, and this area moved fast in 2026. Have your broker or counsel read the final cut before it goes out.

What the rules say right now

California

AB 723 added section 10140.8 to the Business and Professions Code, in force since January 1, 2026. It covers a broker, salesperson or anyone acting on their behalf. A digitally altered image is one changed "through the use of photo editing software or artificial intelligence" to add, remove or change elements. The list includes furniture, appliances, flooring, walls, paint color, landscaping, views through windows and neighboring properties.

When such an image is used to market a property for sale, the ad needs a reasonably conspicuous statement on or next to the image saying it was altered, plus a link or QR code to the unaltered version. Online postings you control must include the unaltered image or a link to it. Lighting, sharpening, white balance, color correction, angle, straightening, cropping and exposure are carved out, as long as they don't change how the property is represented.

The statute says "image." I don't know how a regulator will treat a frame of AI video, and I'd assume it counts.

NAR and the MLSs

NAR's own coverage ties this to Article 12 of the Code of Ethics, a "true picture" in advertising, and Article 2 on misrepresenting or concealing pertinent facts. It lists adding windows, making a room look substantially larger, altering exterior views and digitally remodeling a space as generally not acceptable when presented as the current condition. It also reports that NorthstarMLS requires AI-generated, AI-enhanced and virtually staged images to be clearly identified and accompanied by an unaltered image, and that a New York bill is pending.

Don't take the market's habits as a guide. In another NAR report, a vendor's research put AI alteration at about one in nine US listings, and more than 90% of the flagged primary images carried no visible disclosure. That's a vendor's number, and it describes a lot of agents taking the same risk.

Europe and fair housing

Article 50(4) of the EU AI Act, applicable since August 2, 2026, requires disclosure of AI content that resembles existing "persons, objects, places" and would falsely appear authentic. A generated film of a real building is squarely the sort of thing to ask counsel about.

In the US, HUD's advertising rule covers photos and statements that signal a preference based on a protected class. When you generate residents for a lifestyle film, you've cast them yourself, every one. I'd leave people out, or show only the agent.

Edit by edit: how I'd treat each change

Change	How I'd read it	What I'd do
White balance, exposure, straightening, crop	Carved out in California if the property isn't changed	Fine
Replacing the sky	An altered element, in my reading	Label it and keep the original, or shoot on a better day
Adding virtual furniture	Named in the statute	Label on the frame, original available, furniture true to the room's size
Removing a power pole or a neighbor's fence	Altered, and it hides something a buyer cares about	Don't. They'll see it when they arrive
Hiding a stain, crack or damage	Concealment	Never
New floor, paint or window view	Altered	Only as a clearly labeled idea, beside the real room
Generated walk-through of an existing home	Every frame potentially altered	I wouldn't make it. Film the home
Camera move added to a real photo	Harmless on paper, but it drifts	Compare every frame, and label if any element changed
Off-plan film	A visualization of something not built	Label it, date it, match the approved plans

Why a slow camera move can still change the house

People assume that animating a real listing photo is safe, since nothing was asked to change. A model doesn't work that way. Push the camera through a doorway and it has to invent the next room. Pan left and it invents whatever was outside the frame. I check the first frame of every clip against the source still, and that only proves the starting point.

Language can move the architecture as well. I once wrote that a laptop's "lid" was "facing the camera," and the model closed the laptop, which broke the scene. An open door or a window with a view is one loose phrase away from a different room.

Finishing has its own risk. On one job a built-in upscaler invented fine texture that changed from frame to frame, and the whole clip looked like it was shaking. Brick, tile and wood grain are where I'd expect that in a property film, so I'd test the hardest shot before upscaling the rest.

Where AI has a real job

Off-plan launches, built from approved renders and elevations, labeled as illustration, with the plan date on screen.
Renovation potential, shown split with the real room and labeled for the entire time it's on screen.
A film about a neighborhood's past or the story of your agency, where nobody could mistake it for a listing.
A title sequence or brand piece that opens your real footage.

Everything else about an existing property gets filmed: the walk-through, the view, the exterior, the street, the condition, the measurements. A single steady walk through the rooms in their real order, shot on a good phone, tells a buyer more than anything I could generate. If you have a development to launch, that's the AI film work I'd talk to you about.

What I'd ask you to send

For an off-plan project

Approved plans, elevations and the finishes schedule.
Existing renders, along with your right to use them as references.
Photos of the actual site and what's around it, including what's unattractive.
The developer's sign-off contact and required legal lines.

For an existing property

Unedited originals with dates, stored where they can be linked.
A floor plan with measurements.
The seller's written permission for any visualization.
License and brokerage details that have to appear.

What buyers catch

A window count that doesn't match the floor plan or the street view.
Doors that swing the wrong way or open onto nothing.
Stairs with a different number of steps from one shot to the next.
Straight walls that bend slightly as the camera pans.
Mirrors reflecting a room that isn't there.
A garden twice as deep as the satellite image shows.

Questions to ask anyone selling you this

Can you hand me the unaltered source for every frame?
What changed, and where does the label appear on screen?
Who compared the final cut against the floor plan?
Who at my brokerage approves it before it runs?
What's the plan if my MLS or portal tells me to pull it?