Topic

ai-photo-disclosure

A business professional working on real estate project plans using multiple devices in an office setting.

The Broad Street Pump Handle: Why Dr. Snow Needed More Than a Warning

Learn why real estate AI photo disclosure needs both a visible label and a public provenance link. Understand compliance vs. evidentiary roles.

August 23, 2026

Virtual Staging DisclosureAi Photo DisclosureReal Estate ComplianceMls Rules

A real estate agent in a suit uses a digital tablet to review documents in a modern living room.

Virtual Staging Accuracy: How Lena Caught a Fictional Fireplace Before Publishing

A staged fireplace can mislead buyers even when disclosed. Use this review process to catch invented property features before publishing.

August 23, 2026

Virtual StagingAi Photo DisclosureListing MarketingReal Estate Compliance

Letter board with humorous quote 'What in the actual hell?' on a vibrant yellow backdrop.

What AB 723 actually requires on a listing photo

California AB 723 requires specific disclosure language burned into virtually staged photos. Here's the exact text you need and why placement matters.

August 5, 2026

Virtual Staging DisclosureAb 723 ComplianceReal Estate ComplianceAi Photo Disclosure