Do You Have to Disclose AI in Your Listings? What Agents Need to Check

Last updated: October 24, 2026. The laws and rules below are current as of October 2026 and can change.

Do you have to disclose AI in your listings? It depends on three things: your state's law, your MLS rules and your brokerage's policy. Many agents follow one simple habit everywhere: if a tool adds, removes or changes what's in a listing photo, they label it and keep the original handy. In California, a label on digitally altered photos in sale ads is now the law. That law covers photos, not AI-written text. And if AI wrote your description, it pays to read every line for Fair Housing words before it goes out. California's real estate regulator says responsibility for AI output rests with the licensee and their broker, not the tool.

Virtual staging and AI writing tools are some of the most fun new shortcuts in the business. A room that photographed empty can look like a home. A first-draft description can be ready in minutes. None of that is the problem. The problem is a buyer who walks into a showing and feels tricked, or one AI phrase that turns into a complaint. Here's what to look into, in order, so you can use the tools with confidence and spend your time on clients and the people waiting for you at home.

The short answer: look at state law, MLS rules and your broker

There's no single national rule for AI in listings. Three layers decide what applies to you:

• Your state's law. As of October 2026, California and Wisconsin are the only states we found with a law on this. California's has been in effect since January 1, 2026. Wisconsin's starts January 1, 2027. New York (A11635) and New Jersey (A4728) have bills under consideration. They are not law yet, so it's worth checking where your state stands.
• Your MLS rules. Your MLS can have its own rule on altered photos, even where the state is silent. Your MLS rules page is the place to look.
• Your brokerage's policy. Your broker may have an AI or virtual staging policy. If you don't know, ask. It's a quick conversation, and it shows you're on top of it.

For photos, a common habit is the same everywhere: label what changed and keep the original. For AI-written descriptions, as of October 2026 we found no general rule requiring a label. Your name is still on every word.

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AI-altered and virtually staged photos

A common practice is to label any listing photo where AI or editing software added, removed or changed something. That includes virtual staging, a swapped paint color, a removed power line or a greener lawn. Labeling up front means the buyer sees what's real before the showing.

California's law (AB 723 / Bus. & Prof. Code 10140.8)

California's AB 723 added Section 10140.8 to the Business and Professions Code, effective January 1, 2026. It applies to ads and promotional material for the sale of real property. It does not cover rentals. When a broker or salesperson, or someone acting for them, uses a digitally altered image in one of those ads, the ad needs two things:

• A statement that the image was altered. It must be "reasonably conspicuous," placed "on or adjacent to the image," and say that the unaltered images can be accessed at the linked website, URL or QR code.
• A link to the original. A link to a publicly accessible website, a URL or a QR code that includes and clearly identifies the original, unaltered image.

If the ad is on a website the broker or salesperson controls, the law says to include the original photos in the posting, or link to them. If you link, the statement should say where people can see the originals.

Under the law, "digitally altered" means altered through photo editing software or artificial intelligence to "add, remove, or change elements." The law's examples include fixtures, furniture, appliances, flooring, walls, paint color, hardscape, landscape, the facade, floor plans and elements outside of, or visible from, the property, such as streetlights, utility poles, views through windows and neighboring properties. It covers images created by or at the direction of the broker or salesperson.

What doesn't count (lighting, color, cropping and similar edits)

California's law leaves out edits where only lighting, sharpening, white balance, color correction, angle, straightening, cropping, exposure or other common adjustments "that do not change the representation" of the property are made. So brightening a dark kitchen isn't the issue. Adding an island to it is. Note the word "only": once something in the photo is added, removed or changed, the exception no longer applies.

Wisconsin starts Jan. 1, 2027

Wisconsin's rule is Section 452.136(1m), from 2025 Wisconsin Act 69, and it takes effect January 1, 2027. It reads: "A licensee shall in all advertising disclose if the advertising has been altered or modified using technology, including artificial intelligence, to add, remove, or change elements of the property that creates a false or misleading impression of the property."

Wisconsin's rule reaches all advertising, not only photos. But it's narrower than California's in one big way: it applies only when the change creates a false or misleading impression of the property.

Your MLS may have its own rule (CRMLS example)

MLS rules can go further than state law. One example: CRMLS Rule 11.5.2 asks agents to label altered photos in the photo description (for example "Photo Modified," "Virtually Staged," "Digitally Altered" or "AI Altered," or a similar accurate term), show the original right before or after it, and not change real features of the home unless those improvements will be done by closing as part of the listed price. According to the CRMLS FAQ, CRMLS Compliance contacts agents to correct issues. If you're not in CRMLS, your own MLS's rule is worth finding before you upload.

If you make images with our Picture Prompt tool, the same habit applies: label any AI-altered image of a real property, and keep the original.

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AI-written descriptions: your name is on every word

AI can draft a listing description fast. That's real time back in your week. But the draft is a starting point, not a finished product. Many agents read it the way their broker would.

Fair Housing words to catch (42 U.S.C. 3604(c))

The federal Fair Housing Act makes it unlawful to "make, print, or publish… any notice, statement, or advertisement… that indicates any preference, limitation, or discrimination based on race, color, religion, sex, handicap, familial status, or national origin." That covers listing copy, whoever or whatever wrote the first draft.

AI tools tend to describe who should live in a home. Phrases like these are worth catching and rewriting:

• "Perfect for families with kids"
• "Ideal for singles"
• "Perfect for a Christian family"
• "Safe, exclusive neighborhood"

This isn't a legal list. It's a habit: describe the property, not the buyer. Instead of "perfect for families with kids," try "3 bedrooms, fenced yard, 0.4 miles to the park." Distances to parks or transit are the simpler choice than naming places of worship, which some word lists flag.

If you've seen earlier articles on this: HUD's April 29, 2024 guidance on advertising through digital platforms was withdrawn effective September 17, 2025. According to the Federal Register notice, the withdrawn documents "should not be relied upon as authoritative." HUD says that guidance is no longer in effect. The Fair Housing Act itself still applies.

Facts AI makes up (schools, features, square footage)

AI fills gaps with things that sound right. School names, square footage, features, HOA details and anything the tool "filled in" are all worth a second look. If you didn't give the tool a fact, confirm it or cut it.

Many agents also keep client data out of public AI tools. Names, phone numbers, offer details and showing notes don't belong in a public chatbot. For more on that, see is it safe to give an AI bot access to your email? Not sure which tool to use in the first place? Start with which AI should I use?

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What Zillow says about AI photos

Zillow has spoken publicly about AI-generated listing photos. In a July 22, 2026 post, Zillow says its content standards "require that listing photos accurately represent the home" and that "agents and brokers carry front-line responsibility for accuracy." Zillow also says it "supports clear disclosure when AI is used to materially alter a listing image" and, where possible, believes consumers should be able to view the original alongside the altered version.

As of October 2026, that's a stated position, not a published Zillow rule requiring agents to label photos, and we found no Zillow rule that does. Your state law and MLS rules still come first. But it's a clear signal of what one of the biggest portals expects.

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The license holder is responsible, not the tool

California's Department of Real Estate put it plainly in a March 17, 2026 licensee advisory: "responsibility under current law rests with the licensee and their responsible broker, not the technology provider." The advisory also says Section 10140.8 applies as of January 1, 2026, that licensees should review AI copy and images, that DRE Regulation 2780 bars discriminatory ads, and, as a best practice, that licensees document their compliance steps.

Other states may handle this differently, but the idea travels well: your name is on the listing, so the words and the photos are yours to stand behind. AI drafts. You review, you decide, and you publish.

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Questions to check with your broker

Before any AI-touched listing goes live, these are worth running through in order. Print it, pin it, or save it next to your listing template.

• ✅ State law: Does my state have a disclosure law for altered photos? (As of Oct 2026: CA since 1/1/2026; WI from 1/1/2027, when an edit could mislead; bills pending in NY and NJ.)
• ✅ MLS rules: Does my MLS want a label and the original photo next to it? (Check your MLS rules page.)
• ✅ Brokerage policy: Does my broker have an AI or virtual staging policy?
• ✅ Labels: Does this photo need a label like "Virtually Staged" or "Digitally Altered" where I'm listing it, and where should it go?
• ✅ Originals: Have I saved the unedited photo, and do I need to link to it or show it?
• ✅ Real features: Did any edit add or remove permanent features, hide defects or change views?
• ✅ Fair Housing words: Does the AI copy describe who should live there (for example "perfect for families with kids" or "ideal for singles")?
• ✅ Facts: Have I confirmed schools, square footage, features, HOA details and anything the AI "filled in"?
• ✅ Client data: Did any client details go into a public AI tool?
• ✅ Notes: Did I jot down what I checked and when? (The CA DRE lists documenting compliance steps as a best practice.)

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Quick questions agents ask

Do you have to disclose AI in real estate listings?

It depends on your state law, your MLS rules and your brokerage policy. As of October 2026, California has a disclosure law for digitally altered photos in sale ads, and Wisconsin's rule starts January 1, 2027. Your broker or MLS can tell you what applies where you list.

Do I have to label virtually staged photos?

California's law asks for a reasonably conspicuous statement on or next to the image, plus a link, URL or QR code to the original, unaltered photo. Some MLSs, like CRMLS, also ask for a label. Your broker or MLS can confirm how it applies to your listing. Elsewhere, many agents label anyway as a good habit.

Do I have to disclose that AI wrote my listing description?

As of October 2026, we found no general rule requiring that label. Your name is still on every word, including accuracy and Fair Housing.

Does brightening or cropping a photo count as altering it?

Under California's law, edits that are only lighting, sharpening, white balance, color correction, angle, straightening, cropping or exposure changes don't count, as long as they don't change how the property is represented. Once something is added, removed or changed, the exception no longer applies.

Who is responsible if AI makes a mistake in my listing?

California's DRE says responsibility rests with the licensee and their responsible broker, not the technology provider. Other states may differ.

More practical AI help for your business is at savvy31.com. Browse more posts on the Savvy 31 blog, or meet Jodi.

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