Listing photos used to mean cleanup, brighter lighting, and maybe a staged room. Newer editing tools can do more than polish a photo. They can change how a property appears in ways buyers cannot detect online.
That puts agents and brokerages on the hook for images created with virtual staging, automated enhancement, or generative AI. If a photo suggests a home has features, finishes, views, dimensions, or conditions it does not have, the listing can become a compliance problem once it appears in the MLS, on portals, in email campaigns, or on social media.
When an edit becomes a problem
Real estate advertising already has accuracy rules. The National Association of Realtors’ Code of Ethics requires REALTORS® to avoid misrepresenting property facts, present a true picture in advertising, and avoid misleading images online.
Basic edits such as lighting, cropping, and color correction usually improve presentation without changing the home. Higher-risk edits can remove damage, replace flooring, reshape a room, alter a window view, or add details that were never there. When a buyer arrives expecting one version of the property and sees another, the problem can extend to ethics, advertising, MLS, or licensing rules.
What disclosure rules require
California has the clearest rule so far. Assembly Bill 723, approved in October 2025 and effective Jan. 1, 2026, requires a broker, salesperson, or someone acting on their behalf to disclose digitally altered images used in advertising or promotional material for the sale of real property.
The disclosure must be easy to see and placed on or next to the image. The ad must also give buyers access to the original, unaltered image through a public website, URL, or QR code.
The law covers changes to furniture, fixtures, appliances, flooring, walls, paint color, landscaping, facades, floor plans, window views, utility poles, streetlights, and neighboring properties. Routine adjustments such as lighting, white balance, cropping, and exposure are excluded if they do not change how the property is represented.
New York has not passed the same kind of AI-specific listing photo law, but regulators have raised similar concerns under existing advertising rules. In a November 2025 alert, state officials warned that AI-generated listing images can mislead buyers.
Where listing teams get exposed
Most photo problems start in the workflow. Agents rely on photographers, staging vendors, or platforms that apply enhancements automatically. The final images can move into the listing package without anyone comparing them against the originals.
Brokerages should require that review before upload. Listing teams should also document seller-approved edits and make sure disclosures follow the image beyond MLS remarks, including portals, flyers, social posts, property pages, and email campaigns.
Seller expectations need to be set before photos are ordered. A seller may want the most polished version of the home, especially in a competitive market. The agent needs to make clear that staging is acceptable, but changing the physical property is not.
How agents can use AI safely
Agents can still use AI and virtual staging tools. Use AI to clean up the photo, not to make the home look different.
Basic corrections are lower risk. Virtual staging should be labeled. Edits that add or remove furniture, fixtures, landscaping, window views, paint colors, or flooring need disclosure and documentation.
Some images should not be used at all. Avoid photos that move walls, change windows, alter room dimensions, remove material defects, or show nonexistent views, renovations, appliances, or finishes. If the image would cause a buyer to misunderstand the home, it does not belong in the listing.