California AB 723: What Real Estate Photographers Need to Know About AI Disclosure

California Assembly Bill 723 is the first state-level law in the United States to specifically address AI-altered images in real estate listings. If you are a real estate photographer working in California — or delivering photos to California agents — you need to understand what it requires, who bears the compliance obligation, and how to build disclosure into your workflow without adding friction.

What AB 723 Says

AB 723 requires that any real estate listing photograph that has been materially altered using artificial intelligence include a clear disclosure that AI editing was applied. The disclosure must be visible to prospective buyers — not buried in a metadata field or a terms-of-service footnote.

The law targets material alterations — changes that could affect how a buyer perceives the property. The clearest examples are virtual staging (furnishing an empty room that appears furnished in the listing), twilight conversion (making a midday exterior appear as a dusk photo), and object removal (deleting items like cars, trash cans, or utility boxes from a scene).

What Counts as a "Material Alteration"

The law does not precisely define the threshold, which is intentional — technology evolves and a rigid technical definition would become outdated quickly. The practical interpretation from legal counsel in the real estate industry is:

• Generative AI changes that add, remove, or substantially replace elements of a scene: disclosure required
• Virtual staging (adding furniture, decor, or landscaping that is not present): disclosure required
• Twilight / sky replacement that changes the apparent time of day: disclosure required
• Object removal that changes what appears in the frame: disclosure required
• Standard photographic enhancements — HDR blending, color correction, exposure adjustment, sharpening — are generally not considered material alterations
• Lens correction, perspective adjustment, and noise reduction are not material alterations

Who Bears the Compliance Obligation

AB 723 places the primary compliance obligation on the listing agent and the brokerage, not on the photographer directly. However, photographers are the ones who know which photos have been AI-edited — and in many cases they are the ones delivering the photos and controlling what metadata and documentation accompanies them.

Practically, this means photographers should:

1. 1Clearly flag which delivered photos include generative AI edits (twilight, staging, object removal)
2. 2Provide documentation that agents can reference if asked — a record of what was AI-edited and what was standard processing
3. 3Consider building automatic AI disclosure into their delivery workflow so agents receive this documentation without having to ask

What "Clear Disclosure" Looks Like in Practice

The law requires that disclosures be "clear and conspicuous" — meaning a buyer looking at a listing gallery should be able to understand that a photo has been AI-edited without having to search for the information. Accepted disclosure formats in practice include:

• A visible caption or label on the photo in the listing gallery ("AI Enhanced" or "Virtually Staged")
• A disclosure statement in the listing remarks
• A linked disclosure document accessible from the listing
• A tamper-evident record with a unique URL that can be inspected by buyers, agents, or escrow

What Lumavo Does to Help

Every AI edit in Lumavo is saved as a version beside its untouched original rather than over it, so the unaltered photo is always there to hand to an agent. When you export one size, the pair is named to sort together (DSC_0412.jpg, DSC_0412_staged.jpg). The exported AI version is tagged as AI-composited in the file's own metadata, and one setting — MLS AI Disclosure, off by default — stamps "Digitally Altered" in the corner the MLS boards specify.

Two limits worth knowing. If you choose an AI version as the photo itself, it is delivered under the photo's own name without the mark and without the original, so where the pair is required, keep the edit as a version. And Lumavo does not decide what your board or state requires: the obligation sits with the listing agent and the brokerage, and the tools are there so you can give them what they need.

Does AB 723 Apply Outside California?

AB 723 applies to real estate listings in California. If the property is in California, the disclosure requirement applies regardless of where the photographer or agent is located. If the property is outside California, the California law does not technically apply — but other states are actively drafting similar legislation, and the National Association of Realtors has recommended voluntary disclosure as a best practice nationwide.

For photographers who work across state lines, building disclosure into your standard workflow now — regardless of the state — protects you against future regulatory changes and positions you as a professional who is ahead of the industry standard rather than reacting to it.

What Happens If You Do Not Comply

AB 723 enforcement is still developing as of mid-2026. The law creates liability at the brokerage level primarily — brokerages can face complaints to the California Department of Real Estate (DRE) and potential fines for listings that fail to disclose material AI alterations. Photographers who knowingly deliver AI-edited photos without disclosure documentation to agents who have asked for it could face breach-of-contract claims.

The practical risk is not primarily about enforcement — it is about buyer trust. A buyer who discovers that what appeared to be a furnished home was virtually staged, or that the dusk exterior they loved was AI-generated from a midday shot, without any disclosure, has grounds for a complaint and potential deal complications. Disclosure protects everyone in the chain.