This guide covers what you can do, what you must disclose, and where agents get into trouble. It is general information, not legal advice; check your MLS's current rules or ask your broker or an attorney.
What's legal
Adding virtual furniture, décor, rugs, art, and similar removable items to a photo of a vacant or partly furnished room is allowed, as long as it is disclosed. CRMLS and Canopy MLS both explicitly allow labeled virtual staging.
Other AI photo edits are usually treated the same way, with disclosure:
- Decluttering (removing personal items, or furniture that won't convey). CRMLS treats virtually removing furniture as an alteration that must be labeled.
- Day-to-dusk conversion and sky replacement. AB 723 exempts lighting and exposure adjustments, but a twilight conversion or a new sky changes what the photo shows. Label them; CRMLS advises disclosing when in doubt.
- Wall color changes. Allowed with disclosure by some MLSs (Canopy treats paint color as a cosmetic change) and prohibited by others (CRMLS and Stellar MLS do not allow changing paint colors).
What's NOT allowed even with disclosure
Several MLSs ban some alterations outright, label or no label:
- Changing the real property. CRMLS Rule 11.5.2, with its truth-in-advertising Rules 11.5(c) and 12.10, bars photos altered to change flooring, walls, windows, structure, cabinetry, paint color, landscape, façade, fixtures, or floor plans, unless the property will be improved to match by closing (CRMLS rule text). Canopy MLS prohibits changing room dimensions or adding pools, fireplaces, or rooms.
- Changing what's outside the property. CRMLS bars altering streetlights, utility poles, views, and neighboring properties. Canopy and Stellar prohibit removing utility lines.
- Concealing material defects. Canopy and Stellar prohibit covering up flaws, and editing out a water stain or crack can support a misrepresentation claim with or without a label.
- AI-generated landscaping. CRMLS does not permit these images in the MLS.
The line: staging adds or removes things that don't come with the house. Edits that change what is part of the property cross into misrepresentation, even when labeled.
The disclosure rules that apply to your listing
Disclosure obligations come from four overlapping sources.
1. State statutes
Two states have laws aimed specifically at altered listing images as of October 2026:
- California AB 723 (Business and Professions Code §10140.8), in effect since January 1, 2026. Any ad or promotional material that uses a digitally altered image must carry a reasonably conspicuous statement, on or adjacent to the image, that it was altered, plus a link, URL, or QR code to a public page that shows the original, with wording saying the original can be viewed there. On a website the agent controls, the originals go in the posting (or behind that link). Common adjustments such as lighting, white balance, color correction, cropping, and exposure are excluded if they don't change how the property is represented. Read the statute or our AB 723 guide.
- Wisconsin 2025 Act 69 (formerly Assembly Bill 456), effective January 1, 2027. Coverage of the act describes a duty to disclose when technology materially alters how a property is presented in marketing images (HousingWire). Check the act's exact wording before it takes effect. Our Wisconsin notes.
2. General advertising and consumer-protection law
Even without an AI-specific law, state license laws generally prohibit misleading advertising. New York's Department of State issued a trend alert in November 2025 about AI-generated listing images, reminding licensees that misleading ads are prohibited under Real Property Law §441-c.
Consumer-protection laws can apply on top, and some allow multiplied damages, including Massachusetts Chapter 93A (our notes) and New Jersey's Consumer Fraud Act (our notes).
3. MLS rules
MLS rules vary, but most large MLSs that have addressed the issue require altered photos to be labeled, and many require the original next to them. Examples:
- CRMLS (California), Rule 11.5.2: label the altered photo ("Virtually Staged", "Digitally Altered", "AI Altered" or similar) in that photo's text field, and display the original immediately before or after it. CRMLS says a violation gets a warning, then a $250 fine if not corrected in time (CRMLS FAQ, updated July 2026).
- Canopy MLS (North and South Carolina), §1.18: a clear disclosure on the image itself or within the virtual tour (captions or agent remarks alone are not enough), plus a non-staged original immediately before or after.
- NorthstarMLS (Minnesota): AI-generated, AI-enhanced, and virtually staged images must be clearly identified and paired with an unaltered photo (NAR, August 2026).
- Stellar MLS (Florida): allows virtual staging but prohibits swapping permanent fixtures, changing paint colors, removing utility lines, or adding landscaping.
Your MLS's rulebook is the final word. Our state-by-state overview is a starting point.
4. NAR Code of Ethics
NAR has no AI-specific Standard of Practice. Article 12 requires REALTORS® to present a true picture in their advertising, and Standard of Practice 12-10 says that obligation covers images and prohibits misleading consumers, including with misleading images (2026 Code of Ethics). An ethics complaint can be filed with your local association even if you met the MLS rule. Our Article 12 notes.
What the disclosure must look like
No single wording fits every rule, because the rules disagree on placement: CRMLS wants the label in the photo's text field, Canopy on the image, and AB 723 on or next to the image plus a link to the original. A practical approach covers all three:
- Put a short, legible label on the image, for example: "Virtually staged. Furniture and décor are not included. Original photo: [short URL or QR code]."
- Repeat the label in the MLS photo description field.
- Upload the unaltered original immediately before or after the staged photo.
- Use your MLS's prescribed wording where it has one.
For more wording options, see our disclosure language guide.
The E&O insurance angle
A misrepresentation claim over an edited photo would normally go to your errors and omissions (E&O) policy. Insurers have started adding AI exclusions to some liability policies; Verisk's ISO, for example, released optional generative-AI exclusions for commercial general liability policies in January 2026 (Big I summary). Those are not real estate E&O forms, and whether your E&O policy has an AI exclusion depends on its wording.
So read your policy's exclusions or ask your carrier how a claim involving an AI-edited photo would be handled, answer AI-usage questions on renewals accurately, and keep the originals and a record of your disclosures.
Frequently asked questions
Has anyone been sued or disciplined for undisclosed AI staging yet?
We are not aware of a published US court decision focused on AI virtual staging as of October 2026. That doesn't make the risk theoretical: CRMLS now fines uncorrected violations, New York's Department of State has warned about AI-generated listing images, and an ordinary misrepresentation claim doesn't need an AI-specific law. Disclose every edit and keep the originals.
Is decluttering also covered by these rules?
Usually, yes. AB 723's definition covers edits that add, remove, or change elements in an image, and CRMLS treats virtually removing furniture as an alteration that must be labeled. Removing a defect such as a water stain or a crack is riskier still, because it misrepresents the property's condition even with a label.
What about routine photo editing — lighting, exposure, color correction?
AB 723 excludes common adjustments like lighting, white balance, color correction, cropping, and exposure that don't change how the property is represented, and CRMLS takes the same approach. The test is whether the edit changes what a buyer would understand as the property's actual condition. If you're unsure, disclose.
What if I'm a buyer's agent — do I have any AI staging obligations?
The labeling rules apply to whoever creates and publishes the listing photos, so a buyer's agent usually has no disclosure duty for someone else's images. You do owe your client careful representation, so if a photo looks altered, say so and encourage them to see the property in person.
Can SofaBrain handle the disclosure for me automatically?
Partly. When you download a staged or edited photo, SofaBrain can add a "Virtually staged" label to the image and include the original photo, or give you a side-by-side before and after. You still need to label the photo in your MLS, upload the original where your MLS requires it, and follow any prescribed wording. Staging costs 1 credit per photo, and a free account includes 3 credits.