Online listing photos have always been marketing tools for listing agents. Wide-angle lenses can make rooms feel larger.
Careful lighting can make interiors brighter. Virtual staging can help buyers picture furniture in an empty room. But artificial intelligence has made it easier to go much further, changing flooring, paint colors, fixtures, landscaping, and even what appears outside a window.
For homebuyers in Greater Boston, the growing use of altered images adds another reason to treat listing photos as a starting point, not proof of a property’s condition, size, or features.
The disconnect between an appealing online listing and the property a buyer finds in person is increasingly being called “housefishing.” The National Association of Realtors has warned that problems arise when editing stops showing possibilities and starts changing reality. Its Code of Ethics tells Realtors to avoid exaggerating, misrepresenting, or concealing pertinent facts and to present a “true picture” in advertising.
The technology is becoming common enough that prospective home buyers may not always know what they are seeing. According to a study by real estate AI platform Coraly, nearly 11 percent of listing photographs taken from several large real estate portals during the first three months of 2026 showed evidence of digital alteration.
Some changes may be relatively easy to understand. A vacant room might be digitally furnished to show how a sofa and dining table could fit. Other changes can be much more consequential. AI tools can erase stains or cracks, replace worn flooring, change light fixtures, remove utility wires, improve landscaping, or add a feature that does not exist. Filters and wide-angle photography can also affect a buyer’s impression of light, scale, and condition.
Significantly altered images matter because listing photos often influence which homes buyers decide to visit. A misleading image can waste time, distort expectations, and make it harder to determine whether a property deserves serious consideration.
The National Association of Exclusive Buyer Agents (NAEBA) issued guidance in March urging consumers to look closely at listing photos without assuming every edited image is deceptive. Virtual staging and photo editing can have legitimate marketing uses. The concern, NAEBA said, is when an image suggests features, dimensions, views, or conditions that are not present and the changes are not clearly disclosed.
Home buyers can take several practical steps.
First, look for labels such as “virtually staged,” “digital rendering,” or “digitally altered.” Read the listing remarks and any text printed on the photo. Because listings are often syndicated across multiple websites and social media, disclosures may not always appear the same way everywhere. Asking your buyer agent to set up a customized MLS account might help.
Second, ask for original photos when an image looks unusually polished or a room appears heavily edited.
Third, verify the details that photos commonly distort. Room dimensions, ceiling height, storage, natural light, window orientation, and surrounding properties are difficult to judge from images alone. Floor plans, exterior photographs, maps, a 3D tour, or a simple video walkthrough can provide useful context before an in-person visit. Real estate portals may not have floor plans, seller disclosures, 3D tours, or video walk-throughs. Your buyer agent may access it through the local multiple listing service if the seller makes it available.
Fourth, do not rely on cosmetic images to assess property condition. Seller disclosures, if available, and an independent home inspection remain important for evaluating systems, defects, and material facts, especially in Greater Boston, where homes tend to be older. Note: Massachusetts law does not require seller disclosures, and not every seller in Greater Boston will provide one.
Some states are beginning to impose specific rules. California now requires disclosure of certain digitally altered real estate images and access to the original image. Wisconsin has enacted a similar requirement that takes effect Jan. 1, 2027. Lawmakers in New York and New Jersey have also considered additional restrictions on materially misleading or AI-generated property images. These are state-specific examples, not current Massachusetts law.
Rules around AI-altered real estate marketing are still developing, but homebuyers can protect themselves now. A listing photo can help determine what is worth investigating, but it should not be treated as a complete record of what is actually there.
If something in a listing photo seems unclear or unrealistic, homebuyers can ask questions in writing through their exclusive buyer agent, request unaltered images, and verify key details before making a major financial decision.
