More than 10 percent of listing photos across major real estate portals may be digitally altered, according to one study, as artificial intelligence tools make it easier to brighten rooms, swap fixtures, or add features that do not exist at a property. The growing sophistication of these edits has sparked regulatory action in several states and prompted consumer advocates to urge homebuyers to treat listing photos as just one piece of evidence when evaluating a home.
"Listing photos are often a buyer's first introduction to a property, so buyers naturally rely on them to decide which homes are worth seeing," said Rich Rosa, co-founder of Buyers Brokers Only, an exclusive buyer agent brokerage in Greater Boston. "Virtual staging can help buyers imagine how a room might look with furniture or other decor, but there is an important difference between showing possibilities and changing a buyer's understanding of what is actually there."
How AI alterations are changing listing photography
Consumer concern has grown as digital changes become more realistic and harder to detect. The term "housefishing" has emerged to describe situations where an online property listing does not match what a buyer encounters at a showing. Reports of misleading alterations include rooms appearing brighter or larger than they are, different fixtures and finishes, and features that do not exist at the physical property.
The National Association of REALTORS® has cautioned real estate professionals to use artificial intelligence in listing photos to "show possibilities," not to "rewrite reality." Its Code of Ethics requires REALTORS® to refrain from exaggerating, misrepresenting, or concealing pertinent facts and to present a "true picture" in advertising and marketing. The National Association of Exclusive Buyer Agents (NAEBA) issued guidance in March 2026 encouraging consumers to look for labels such as "digitally altered," request original photographs, and independently verify important property characteristics.
Massachusetts and other states push for disclosure
The Massachusetts Association of REALTORS® addressed AI-enhanced photographs in its May 2026 legal hotline guidance, identifying accuracy as the primary concern. MAR recommended disclosing the use of AI or other software that enhances photographs so consumers understand they are viewing virtual staging. The guidance specifically cited digitally removing a water stain from a ceiling as an example that could lead to a misrepresentation claim. It also advised real estate professionals to examine AI-generated content for potential fair housing violations.
"Home buyers should be able to expect that real estate advertising accurately represents the property being offered for sale," said Dave Kres, co-founder of Buyers Brokers Only. "Depending on the circumstances, materially misleading photographs could violate Massachusetts General Laws Chapter 93A, which prohibits unfair or deceptive acts or practices."
Several states have begun regulating digital alterations in real estate advertising. California legislation that took effect in January 2026 requires licensed brokers and agents to disclose digitally altered images and provide a public link to the original image. Wisconsin has enacted legislation scheduled to take effect in 2027 requiring licensees to disclose when technology materially alters how a property is depicted. New Jersey has considered similar legislation, while New York officials have issued consumer warnings and considered additional disclosure requirements.
What homebuyers can do
Buyers Brokers Only encourages homebuyers to treat listing photographs as one source of information rather than definitive evidence of a property's condition, dimensions, or features. The firm recommends several practical steps:
- Look for disclosure language such as "virtually staged," "digitally altered," "AI-enhanced," or "digital rendering" in photographs, captions, and listing descriptions.
- Ask to see original photos when an image appears heavily edited or virtually staged.
- Compare photographs with the property in person, paying attention to room size, lighting, fixtures, finishes, windows, views, and surroundings.
- Verify dimensions and features independently - photographs can make rooms appear larger than they are. Review available measured floor plans.
- Do not rely on photographs to evaluate condition. Digital editing can hide cosmetic problems. Use your own observations and an independent home inspection.
- Ask questions about discrepancies. If something visible during a showing differs from the listing photos, ask what was changed and why.
"Home buyers should be able to tell whether a listing photo shows the property as it exists today or a digitally enhanced version of it," said Rosa, who is also a licensed attorney. "Clear disclosure helps buyers know what they are looking at and what they may need to verify in person."
For real estate professionals who want to understand how AI tools apply to property marketing and client management, the AI Learning Path for Real Estate Brokers covers practical applications without the hype. Broader trends affecting the industry are also covered under AI for Real Estate & Construction.
Why this matters for real estate and construction professionals
Agents and brokers face direct legal and ethical exposure if listing photos misrepresent a property. Massachusetts consumer protection law, Chapter 93A, provides a statutory hook for claims involving materially misleading photographs. Beyond liability, the erosion of buyer trust carries a business cost: buyers who feel deceived at a showing are less likely to make an offer. For contractors and developers, the risk runs in the opposite direction - their work may be digitally altered in ways that set unrealistic expectations for what was built. Clear disclosure practices and a habit of documenting original conditions protect everyone in the transaction.
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