Six of the largest MLSs in the country now regulate digitally altered and AI-generated listing media, and no two of them do it the same way. The clause that decides whether your AI listing video is allowed is usually not a rule about video at all. It is the photo rule, pulled across to virtual tours by one sentence, next to an accuracy clause saying the media has to show the property as it actually is. Below is the rule text itself, quoted from each MLS's published document with the date printed on it. Everything here was read on October 4, 2026.
The two clauses that actually decide it
The first is an accuracy clause. HAR puts it plainly: "Images submitted to the MLS shall provide an accurate illustration of the listed property in its 'as-is' condition" (section 1.25.5, HAR MLS Rules and Regulations, dated 12/1/2023). NorthstarMLS writes its version as a limit on editing, saying a photo "may not be digitally altered ('Photoshopped') to the point it no longer accurately reflects the property."
The second is an extension clause, and it is the one that catches video. Bright MLS section 4.D says virtual tours are "subject to the same content limitations as images." That one sentence makes a rule written about JPEGs govern a rendered walkthrough. Five of the six MLSs below reach video this way rather than by writing a video rule.
NorthstarMLS is the exception, and it is worth reading closely if you produce video. Its video guidance states that a video "must accurately depict the property for sale and its vicinity" and "must not be digitally altered in a manner that does not accurately reflect the property and its surroundings." The word surroundings is doing real work. A clip that invents a view out of a window, or smooths a neighbor's roof out of frame, fails that sentence even if every interior shot is untouched.
What each MLS says, with the rule text
Bright MLS (Mid-Atlantic)
Policy on Images and Documents in the MLS, dated February 28, 2024. Bright is the only one of the six whose people rule anticipates a generated figure, with section 4.A.2 barring "Images of any identifiable person, real, animated, computer-generated, or otherwise."
On staging, Bright draws the line by control. Section 4.E.1 requires that "Virtually-staged photo(s)/rendering(s) must be disclosed in the MLS." Sections 4.E.2 and 4.E.3 are a matched pair, prohibiting modification of a photo or rendering "to include visual elements not within a property owner's control" and, in the same words, to exclude them. Adding digital personal property is permitted under 4.E.4. The test is ownership rather than realism: furniture is yours to add, the power lines across the street are not yours to delete.
Canopy MLS (Charlotte and western North Carolina)
Canopy publishes the most current wording of the six and the only policy title that says AI out loud, dated February 27, 2026. It requires, for any AI-modified image, "a clear, readily visible disclosure directly ON the image or within the virtual tour," then closes the loophole most agents use: "Disclosure provided ONLY in captions, agent remarks, or supplemental text is NOT acceptable." It also requires a control shot. "A nonstaged (original) image MUST be included immediately before or after the AI enhanced or virtually-staged photo(s)."
Section 1.18.1 prohibits modifications that introduce "visual elements not within a property owner's control" or physically impossible features, giving fabricated skyline views, altered room dimensions and nonexistent pools or fireplaces as examples. Adding furniture, artwork or plants to an empty room is allowed, as are cosmetic changes such as paint colors, provided "no structural changes are implied." Violations run as Category II.
ARMLS (Arizona)
Arizona is the market to watch, because ARMLS is the only one of the six with a disclosure rule on a published enforcement clock. Its digitally altered media policy, numbered Rule 8.23, defines the trigger broadly: "A photo is considered digitally altered when software or AI is used to add, remove, or significantly change image content." Brightness, contrast, color, cropping and sharpening are excluded, so ordinary processing does not trip it.
An altered photo needs the MLS's "Digitally Altered" watermark, applied in the platform rather than by your own editor, and company or copyright watermarks are not accepted in its place. Altered stills inside a video or virtual tour need the same disclosure. As in Houston, the original travels with it: "Subscribers must upload the original, unaltered photo directly before or after the watermarked, altered version."
The dates matter more than the wording. ARMLS gives implementation as May 28, 2026, an education period from June through November 2026 with fines abated, enforcement from December 2026, and $200 per violation. An Arizona agent uploading undisclosed AI-staged photos today is out of compliance and not yet being billed for it. That changes in roughly eight weeks.
HAR (Houston)
Houston has the most prescriptive text in the set. Section 1.25.1 allows virtual staging but defines it narrowly, as "limited to the addition of furnishings and wall décor that would otherwise be considered personal property," and requires that "Participants shall clearly indicate in the Photo Description the image has been virtually staged."
Alter the real property rather than the furniture and a second requirement fires. Such an image "must contain a visible and legible watermark across the bottom of the image with the following disclaimer: 'Image does not represent actual property as is'," specified at "at least 1024 x 89 pixels using Arial font." Beyond that, "Images where real property is digitally altered may not be used as the primary image and the listing agent must submit an unaltered image." Houston is the only one of the six that bars altered media from the lead slot outright.
NorthstarMLS (Minnesota and western Wisconsin)
The photo rules page carries a last-updated date of August 21, 2026, the freshest MLS wording quoted here, and it says nothing about AI. Its operative sentence is the Photoshop limit above, and the separate video guidance of July 12, 2024 is where the explicit alteration standard for video lives.
Stellar MLS (Florida)
Rules and Regulations last updated September 15, 2025. Article 04.05 F is absolute on people: "Photos, images or virtual tours featuring people, including if in costume, are not allowed in the MLS." Article 04.05 A expressly allows a rendering in the required first photo slot, so Florida permits a rendered house while banning a photographed person, with no stated rule for a rendered person.
Article 04.04 governs staging and demands the most visible disclosure of any of the six. The photo needs "Virtually staged" in its description field, the virtually staged checkbox has to be set, and the public remarks have to begin with the sentence "One or more photo(s) was virtually staged." Exterior virtual staging is out except for unattached décor, permanent fixtures may not be added, removed or altered, and negative features such as holes or exposed wiring may not be edited out. Stellar's photo guidance adds a prohibited list including removing utility lines, adding landscape plantings, covering material flaws and changing paint colors. Non-compliance carries an automatic Level I fine.
The same edit is compliant in one market and a violation in another
Recoloring a wall is the clearest case. Canopy names paint color as a permitted cosmetic change so long as no structural change is implied. Stellar's photo guidance lists changing paint colors as something you may not do. Identical edit, identical tool, opposite answers.
Digitally emptying a room splits the same way. Stellar permits removing existing furniture and replacing it with digital items. Houston's permission is written as an addition only, covering "the addition of furnishings and wall décor," which does not on its face authorize deleting a seller's real sofa.
Disclosure placement is where the conflict is most likely to cost someone a fine, because an agent who has solved it once assumes it is solved everywhere. Canopy wants it burned into the image or the tour and rejects a caption. ARMLS wants a specific MLS-supplied watermark and refuses your own. HAR wants a watermark of stated dimensions and font carrying stated text, plus a note in the photo description. Stellar wants the description field, a checkbox and the first sentence of the public remarks. Bright asks only that the staging be "disclosed in the MLS" and leaves the method open. A caption that satisfies Bright fails Canopy, and a watermark that satisfies Canopy fails ARMLS if you made it yourself.
Why the rules disagree
Because nothing upstream tells them not to. NAR's 2026 Handbook on Multiple Listing Policy, in its Model Rules and Regulations, defines listing content to include "photographs, images, graphics, audio and video recordings, virtual tours" and more, for the purpose of establishing who owns and licenses it. On digital alteration, virtual staging, generated imagery or accuracy standards for a modified depiction, the model rules are silent. Every MLS writing a rule here writes it from scratch, which is why the vocabulary does not line up. Bright says control. Canopy says control and physical possibility. Stellar enumerates. HAR specifies a font.
Two consequences follow. A national brokerage cannot run one media policy and be confident it clears every board it operates in. And the guidance that governs you may not live in the rule book: the Arizona requirements above are published on the MLS's own policy page rather than in the rules PDF an agent would think to open. Screenshot the page you relied on, with its date visible.
A short pre-upload check
- Did anything change that the seller does not own? Furniture, art and rugs are personal property, the one category every MLS here treats generously. A removed power line, a smoothed roofline or an invented view is a different category, prohibited outright in Bright, Canopy and Stellar rather than merely requiring disclosure.
- Does the disclosure sit where this MLS requires it? On the frame, in the photo description, in the public remarks, or as the MLS's own watermark. Assume it differs from the last market you listed in.
- Does the unaltered original need to go up too? ARMLS and Canopy require it adjacent to the altered version, and HAR requires an unaltered image while keeping altered media out of the primary slot.
- Is there a person in the frame? Including a reflection, a silhouette or a generated figure. Bright and Stellar both ban people in virtual tours, and Bright's ban reaches computer-generated ones by name. Whether there can be people in your listing video at all is the sharpest edge here.
Branding is a separate axis from accuracy, since the unbranded MLS copy and the version you post to Instagram answer to different rules. Our guide to MLS video rules and branded versus unbranded tours covers that side. The same rule books set a third axis, which is how many listing photos your MLS requires and which one is allowed to go first, where the enforceable minimum runs from one photo to six depending on the market. A fourth axis is the file itself, since each board sets its own format, size and orientation limits, which is what video file the MLS will actually accept.
Where our own pipeline sits against these clauses
ShowcaseVideos.ai builds a listing video from a Zillow or Redfin listing URL or from photos you upload, with no import from an arbitrary MLS link. Three stages touch the pixels, and they sit on different sides of the rules above.
Camera motion is the stage that is structurally safe. Rather than asking a video model to travel deeper into a room, which is how an early render of ours grew a swimming pool out of a dining table and a rug, the pipeline hands the model a crop of the same photograph as the end frame and lets it interpolate. A push-in becomes a move from the whole picture to its own center, so a motion clip can never show a single pixel the photograph does not contain. Against NorthstarMLS's video standard, that is a mechanical guarantee rather than a prompt asking a model to behave.
Virtual staging is an image edit and is disclosable media under every rule above. It runs as its own step, bills at one credit per staged room, and can be switched off so empty rooms render exactly as photographed. Virtual twilight is the same kind of edit, opt-in per photo.
The honest limit: the pipeline does not stamp a compliance disclosure onto the frame. The address and price lower-third is composited text, not a disclosure, and in Canopy, ARMLS and HAR the disclosure has to live on the media itself. If you stage a room and your MLS wants an on-image disclosure, that step is still yours. The two hallucinations in our own logs, the pool and a fabricated bedroom beyond a kitchen, are the reason to watch the first render of any listing rather than trusting the pipeline blind. A model that will build a room will build anything.
To see how the stages behave on your own listing, you can start a free account and render a listing video and watch what each step does to the photo before anything reaches the MLS. For the production sequence around it, our complete guide to making a real estate listing video walks the workflow.
None of this is legal advice, and the quotes are the extent of what was verified. The rule that governs you is the one your own MLS published most recently.
Frequently asked questions
Do I have to disclose AI-generated listing photos to the MLS?
In every MLS quoted here, yes, if the AI added, removed or significantly changed image content. The disagreement is about where the disclosure goes. Canopy and ARMLS require it on the media itself, HAR requires a watermark with specified text and dimensions, and Stellar requires the photo description, a checkbox and the opening line of the public remarks.
Which MLS rules mention AI by name?
Of the six read for this page, ARMLS defines a digitally altered photo as one where "software or AI" changed the content, and Canopy's policy is titled for AI-enhanced images. Bright reaches generated content through the phrase "real, animated, computer-generated, or otherwise" in its people rule. NorthstarMLS, HAR and Stellar regulate the alteration without naming the technology.
Can an AI listing video be rejected if the photos were compliant?
Yes. Most of these MLSs reach video by extension, so a tour inherits the image limits, and NorthstarMLS adds a standard covering the property's surroundings as well as the property. A clip assembled from compliant photos can still fail if the motion or the edit implies something the photos do not show.
What happens if I get it wrong?
Typically removal of the media plus a fine under the MLS's own schedule. Stellar cites an automatic Level I fine, Canopy processes these as Category II violations, and ARMLS publishes $200 per violation starting December 2026 after an education period with fines abated.
How current is this page?
Every document above was read on October 4, 2026, and each section gives the date printed on the source. The oldest is HAR's rule book at 12/1/2023 and the newest is Canopy's AI image policy at February 27, 2026. Check your own MLS before relying on any of it, because half of these six changed their wording within the last eighteen months.
