When AI listing videos look too real: the disclosure test agents need now

In my last HousingWire column, I focused on reviewing AI-generated listing remarks before they reach the MLS. That was about what AI says about a property. This follow-up is about the line between effective marketing and misrepresentation.

A listing video may show a drone-style approach, a smooth walkthrough, or a perfectly furnished interior. But what if the drone never flew, the camera never moved, or the furnishings were digitally added?

That is the disclosure problem agents need to solve — now.

AI-assisted visual marketing helps buyers understand a property’s potential. Virtual staging, photo-to-video reels, and AI-generated tours make listings more appealing. But when technology changes a buyer’s perception of condition, features, surroundings or the way the media was captured, disclosure becomes more than simple compliance. It becomes a matter of trust.

The law is beginning to catch up

California’s Assembly Bill 723, effective January 1, 2026, requires real estate brokers, salespersons or those acting on their behalf to disclose when digitally altered images are used and to provide access to original, unaltered versions. The law applies when software or AI adds, removes, or changes visible elements such as furniture, appliances, flooring, landscaping, façades, floor plans, window views or neighboring properties.

At the same time, California draws an important line. Basic edits — lighting, cropping, sharpening, and color correction — are permitted as long as they do not change how the property actually looks.

Wisconsin goes further. The 2025 Act 69, effective in 2027, requires disclosure when advertising is altered using technology, including AI, in a way that creates a false or misleading impression. The scope matters. Marketing no longer ends with photos — it now includes reels, animations and generated video.

New York is moving in the same direction. Regulators have already warned that AI-generated listing imagery can produce misleading or exaggerated representations. A pending bill, S9584, would go further by defining “digital representations” to include images, video and immersive media — and requiring disclosure when those include material alterations or generated elements.

The details vary by state. The professional standard should not: do not let AI create a false impression.

The question is not whether AI was used

Agents use technology every day to increase clarity, exposure, and presentation. The better question is this: Did the technology change what a reasonable buyer would believe about the property or how the media was captured?

A virtually staged room can help buyers visualize space — when it is clearly labeled.

A repaired roof that has not been repaired, a greener lawn that does not exist, a removed utility pole, or an improved view creates a different issue.

So does an AI-generated video that appears to show a drone approach or a walkthrough when the source material was only still photography. The images may be real. The experience is not.

If a buyer believes they are watching actual footage, that is a disclosure issue.

Before publishing AI-assisted listing media, agents should apply a five-part test.

First, did technology add to, remove or materially change anything about the property? Review the final asset as a buyer would. If visible features, condition, layout, or surroundings have been altered, treat it differently from ordinary photo enhancement.

Second, does the video present movement or perspective that was never actually captured? If it shows aerial-style motion, camera transitions, or a walkthrough created from still images, disclose that directly: “AI-generated video created from property photographs. No drone or walkthrough footage was captured.”

Third, could the change affect how a buyer understands the property? Some edits are cosmetic. Others can affect perceived value. Condition, landscaping, views, room size, nearby properties, signs of damage, or features that do not actually exist should be treated carefully. If the visual change could influence whether a buyer schedules a showing, writes an offer, or negotiates price, it should be disclosed.

Fourth, will the buyer actually see the disclosure? Disclosure should travel with the media. A virtually staged image should be labeled near the image. An AI-generated listing video should include clear language in the video, caption, or description. The point is simple: buyers should not have to hunt for the explanation.

Fifth, can the agent show what was real and what was changed? Agents should keep the original photos, edited versions, generated videos, and disclosure language used with each asset. Even when a specific law does not require that documentation, it is a smart professional habit. If a question comes up later, the agent and brokerage should be able to explain what was original, what was altered, and how it was disclosed.

The disclosure does not need to sound like it came from a legal department. In most cases, plain language is better.

An agent could say:

“Virtually staged. Furniture shown is not included.”

“Image has been digitally altered. Original photo available on request or at the provided link.”

“Video was created from listing photos using AI.”

“Drone-style movement is simulated. No drone footage was captured.”

The wording can vary by platform, brokerage policy, and state law. The important part is that a buyer can quickly understand what was real, what was staged, and what was generated.

That kind of clarity does not hurt the marketing. It makes the marketing more trustworthy.

AI allows agents to produce more polished marketing faster than ever. But the goal is not to create the most impressive version of a property. It is to represent the property accurately.

In the last column, the focus was on reviewing AI-generated language before it reaches the public. The same principle applies here.

The advantage is not using AI. It is using it with judgment.

Show the home. Show its power. But if AI invents part of the experience, make sure the buyer knows where reality ends and technology begins.

Paul Parker has spent over 25 years in sales and sales management. He is the founder of AIandRealtors.com and author of Crypto Confidence.

This column does not necessarily reflect the opinion of HousingWire’s editorial department and its owners.

To contact the editor responsible for this piece: [email protected]