AI listing photo generators: what is allowed for a real property

Generated or edited: the distinction that matters

"AI listing photo" covers two very different things. An AI-generated image starts from a text prompt, a floor plan or a reference picture, and the model draws a room. An AI-edited image starts from a real photo of the property, and the model changes some of it: the light, the furniture, a cable on the floor. Every rule we cite below is written about the second kind, because the first kind isn't a photo of the property at all. Some tools, October among them, sit in between: they start from a real photo of the room but draw a new image of it. We cover that below.

The rules don't name fully generated images, and they don't need to. Article 12 of the NAR Code of Ethics says REALTORS® "shall present a true picture in their advertising, marketing, and other representations," and Standard of Practice 12-10 ends its list with "otherwise misleading consumers, including use of misleading images." Article 2 adds that REALTORS® "shall avoid exaggeration, misrepresentation, or concealment of pertinent facts relating to the property." A generated kitchen shown as the kitchen of 12 Oak Street is a picture of something the buyer will not find. MLS rules build on the same standard: CRMLS's general counsel told HousingWire in April 2026 that the Article 12 standard is "almost word for word in most MLS rules."

What "AI-altered" means under CRMLS and AB 723

CRMLS (California) answers the AI question directly in its FAQ: "Yes, AI-altered images count as digitally altered images." Rule 11.5.2 defines a digitally altered image as one altered "through the use of photo editing software or artificial intelligence to add, remove, or change elements in the image related to furniture or appliances," and requires three things when you use one: upload the original, show it immediately before or after the altered image, and label the altered one "Photo Modified," "Virtually Staged," "Digitally Altered," "AI Altered" or a substantially similar term in its text field.

California's AB 723, Business and Professions Code section 10140.8, applies to advertising "for the sale of real property." It defines a digitally altered image as one altered "through the use of photo editing software or artificial intelligence to add, remove, or change elements in the image," with examples from fixtures, furniture and flooring to "views through windows, and neighboring properties." The ad has to carry a statement that the image was altered, "reasonably conspicuous and located on or adjacent to the image," with a link or QR code to the original, unaltered image. Full detail in our AB 723 guide.

Both texts exempt the same thing: images where only "lighting, sharpening, white balance, color correction, angle, straightening, cropping, exposure, or other common photo editing adjustments" were made "that do not change the representation of the real property." CRMLS adds that minor adjustments such as brightness, color correction, sharpening or lighting "are not affected by this rule."

Why a generated photo can't be labeled into compliance

A label works for virtual staging because the room underneath is real and the original is right next to it. A fully generated image has no original to show, and what it changes is the property itself.

• CRMLS bans changes to the property even with a label. Its rule says subscribers may not add a photo altered to add, remove or modify "real property elements including but not limited to flooring, walls, windows, structural elements, cabinetry, paint color, hardscape, landscape, façade, fixtures, or floor plans" unless the home will be improved to match by closing, or elements outside or visible from the property such as "views through windows." A generated room changes all of them at once.
• CRMLS says the photos must show the real condition. Its knowledge base: "The photos must accurately represent the property and its condition as of the sale date." It also says AI-generated landscaping images "are not permitted in the MLS, as they may misrepresent the real property," even when labeled.
• There is no original. AB 723 and Rule 11.5.2 both depend on an unaltered photo the buyer can compare against. A generated image has none.
• Researchers already count these. HousingWire reported that Coraly, studying just under 40,000 primary listing images on Zillow, Redfin, Realtor.com and Homes.com, found 218 that appeared to be CGI renders or architectural imagery presented as real property photographs, and called them "the most extreme consumer experience gap category."

The same logic applies to tools that "enhance" a phone photo by redrawing the whole room. If the output has a different window, floor or view, it is no longer a corrected photo of the home, whatever the button was called. Compare every fixed feature with the original before you upload.

What is allowed: AI edits on a real photo

Rules outside California follow the same pattern with different details. Metro MLS in Wisconsin, for example, requires an unaltered original as the main listing photo, each altered photo right after its original with the Flexmls watermark, and "Photos are Digitally Altered" in the public remarks, with $10 sanctions from September 1, 2026. More in our guides to AI photo editing and MLS rules and MLS photo rules by MLS.

Where October fits

October sits between the two kinds, and we'd rather say so plainly. It is not a prompt-to-room generator: it starts from a real capture of the property. You walk the home with the October app on an iPhone 12 or newer, the app shows you where to stand and takes the frames, and an AI image model (OpenAI's GPT Image) draws each finished photo from your capture of that spot, usually within a few hours. So every October photo is AI-generated, even though the room in it is the real one.

The model is told to keep the room as captured: its layout, walls, floors, windows, fittings, built-in furniture and the view. It brightens the light, straightens the lines, makes beds, plumps cushions and leaves out small loose items, and each drawing is checked against your capture and drawn again if it stretches the room or moves the camera. That is what keeps the photos out of the categories no label can fix, but AI can still get a detail wrong, so compare every photo with the room before you upload it.

Under the rules above, treat every October photo as AI-altered. Label it in the field your MLS checks (CRMLS accepts "AI Altered" or "Digitally Altered"), and in California add the statement and the link to the original that AB 723 requires. October's download includes the unaltered original of every photo, so you can link or provide it where your MLS or state requires. The walkthrough video is AI-generated motion between the finished photos. Empty-room and staged versions are sold separately and carry a "Virtually emptied" or "Virtually staged" label on the image.

A place of up to 6 rooms is $49 for photos, $99 with a walkthrough and $199 with a 4K walkthrough, and the first place is free. See pricing and how October makes your photos and video.

As captured

Delivered by October

A check before any AI image goes on a listing

1. Is there a real photo of this exact room or view underneath it? If not, don't use it as a listing photo.
2. Did anything fixed change: walls, floors, windows, fixtures, landscaping, the view? If yes and the change won't be made before closing, don't use it.
3. Was anything added or removed, such as furniture or clutter? Label it in the field your MLS checks and put the original next to it; in California, add the statement and link AB 723 requires.
4. Were only light, color, sharpness, angle or crop changed? Then no label is needed. If a model redrew the whole image, that isn't the case, even when it looks like a corrected photo.
5. Is your main photo allowed to be altered under your MLS's rules? Metro MLS, for one, requires an unaltered original first.

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