MLS, Compliance & Ethics

AI disclosureAlso known as AI content labeling

Definition

AI disclosure means telling viewers when content was created or materially changed by artificial intelligence.

2 min readReal Estate Video Glossary

In real estate, that covers AI-staged rooms, edited skies and lawns, AI-generated video clips, AI avatars and cloned voices. The disclosure can be an on-screen label, a line in the caption, a note in the listing remarks, or all three.

The question agents ask most is: "Do I need to disclose AI in a listing video?" The practical answer is yes, whenever the AI changes how the property looks or could lead viewers to believe something that isn't true. Adding realistic camera motion to an accurate photo doesn't change the home.

Adding furniture, swapping a gray sky for a sunset or removing a utility pole does.

Why it matters now

  • MLS rules increasingly require labels on altered images, and some MLSs sanction listings that skip them.
  • California's AB 723 (effective January 1, 2026) requires disclosure of digitally altered images in real estate advertising, with access to the original. Wisconsin's Act 69 follows on January 1, 2027.
  • The EU AI Act's transparency rules, which apply from August 2, 2026, require deepfakes to be disclosed and AI-generated content to be marked.
  • Buyers notice.

Listings that look better online than in person now have a name: housefishing.

How to disclose without hurting the marketing

  • Put labels on the image or clip itself, small but readable.
  • Use specific words, such as "virtually staged," "digitally altered" or "AI-generated narration," rather than vague ones.
  • Keep your originals and show them where required.
  • Don't try to disclose your way out of a misleading edit.

If a change hides a defect or invents a feature, remove it. A short, honest label rarely hurts interest. Buyers expect staging.

What damages trust is discovering it at the showing.

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