What is Housefishing and why this term is taking over the real estate market
The American real estate market just picked up a new piece of vocabulary, and it is not a pleasant one. Housefishing is the practice of using digitally manipulated images to make a property look way better than it actually is on online listing platforms. The term is a direct nod to catfishing, that classic scam involving fake profiles on dating apps, but applied to the world of houses and apartments. Instead of an overly filtered profile photo of a person, what we have here are properties that look straight out of a home decor magazine on your phone screen but reveal scuffed walls, worn-out floors, and rooms that look nothing like what the images suggested when you show up for a tour in person.
The phenomenon is not exactly new, since flattering camera angles have always been part of the real estate game. However, the scale and sophistication at which this has been happening in recent months have turned it into something completely different from anything the industry had seen before. And there is a very clear reason behind all of it: the explosion of artificial intelligence generative tools accessible to anyone with a phone in their hand.
How artificial intelligence transformed property listings
The root of this explosion has a clear origin: generative artificial intelligence. AI tools that used to require advanced knowledge in image editing are now accessible to anyone with a browser and a few minutes of patience. Virtual staging software, for example, can remove old furniture from a photo and replace it with modern, sophisticated decor in a matter of seconds. Other apps go even further, erasing carpet stains, wall cracks, exposed electrical wires, and even altering the natural lighting of a room to create a cozier atmosphere.
Melody Storey, a real estate agent in Oklahoma, says she started using AI for most of her virtual staging work. She was introduced to the tool by her 22-year-old son, who suggested she try the technology to visualize how one of her rental properties would look after major renovations. Storey, who has over two decades of experience in the industry, has watched the entire evolution of the market up close — from newspaper ads with just a few photos to online platforms featuring dozens of images per listing. The arrival of AI represents, for her, yet another leap in that trajectory.
Previously, Storey hired professional photographers for hundreds of dollars to do virtual staging. Now, she just describes what she wants and the AI delivers the result in seconds. The same kind of decorating and presentation tricks that used to require hours of manual work and significant financial investment can now be done from the palm of your hand, at virtually no cost.
PropertyPixel and the line between digital cleanup and deception
Sub Gautam, the owner of a software agency who has also worked with Airbnb hosting in London, created a tool called PropertyPixel specifically to simplify the process of enhancing property photos. To test the limits of the software, Gautam photographed his own messy apartment and even scattered more items on the floor just to see how far the tool could go.
With PropertyPixel, he can digitally clean up a kitchen, pick up clothes off the floor, and reorganize rooms without getting off the couch. Gautam acknowledges that the tool improves with every use, but he makes an important caveat: AI has a randomness factor that demands attention. The result is not always perfect, and anyone using it needs to be careful not to cross the line between enhancement and manipulation.
Gautam himself, who profits directly from his AI tool, draws a clear boundary. In his view, it is perfectly fine for artificial intelligence to pick up a shirt from the bed or remove toys from the floor. But restoring torn wallpaper or hiding structural defects? That completely crosses the line of what would be acceptable.
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Agents and buyers report growing frustration
Real estate agent Sonia Rodriguez, who works in Virginia, experienced firsthand what it is like to arrive at a property and find something completely different from the photos. When she visited a four-bedroom, two-bathroom condo in Annandale for her clients, she expected to find a clean, well-lit space ready for move-in. What she saw when she opened the door was a place that, being generous, could be described as well-lived-in — with marks on the walls, pots on the stove, and a cat staring at her from atop a cluttered dresser.
The contrast between the listing photos, which showed bright rooms and modern furniture, and the reality of outdated decor and dirty floors was shocking. Rodriguez said that was the first time the difference had been so drastic. For her clients, who were looking for something that required less work, the answer was quick and straightforward: no thanks.
Jake Gordon, an agent in Long Beach, California, shares a similar frustration. He recalls taking a client to a property and discovering power lines running directly over the home — something that simply did not appear in any of the online photos. For Gordon, it was a waste of time for everyone involved and a clear bait-and-switch situation.
The California agent points out that many of his clients have jobs that consume practically all of their available time. Getting out to visit properties in person is already hard enough. When those people have kids, work long hours, and still manage to carve out a moment to go see a property that looks nothing like the photos, the frustration is massive and completely understandable.
The problem on social media and the viral spread of housefishing
Both Gordon and Rodriguez say they frequently encounter properties that differ significantly from their AI-enhanced listing photos, although the degree of difference varies widely from case to case. On social media, listings with particularly exaggerated digital alterations have gone viral, leading consumers to publicly complain that the technology is enabling false advertising in the real estate market. The issue has grown large enough to motivate concrete legislative action, something few expected to happen so quickly.
Rodriguez estimates that between 30% and 40% of the properties she visits do not look exactly like their photos. That number is high enough to turn the home buying process, which is already naturally stressful, into something even more exhausting for everyone involved 😤.
The transparency debate and California’s response
The discussion around transparency in property listings reached a decisive chapter when California decided to take concrete action. The state passed Assembly Bill No. 723, which went into effect in January 2026, requiring that any digitally altered image used in real estate ads or promotional materials include a clear disclaimer. Additionally, the law mandates that whenever digitally altered photos are posted online, the original unedited image must also be available.
Gordon praised his state for taking the initiative, emphasizing that the measure is fundamentally about transparency. However, he acknowledges that the practical enforcement of the law could be challenging. For agents, the legislation may add a new layer of compliance to their daily workflow. The big challenge will be defining exactly where the line falls between normal photo enhancement and altering the reality of a property.
The limitations of legislation according to experts
Alan Zall, an attorney and real estate broker in California, acknowledges that the law is a start but is far from a perfect solution. According to him, legislating on this topic is complicated because it involves a question of intent. Did the person who made the digital alteration intend to deceive the buyer, or did they simply not understand the complexities of AI because it is a relatively new technology? That distinction is fundamental to the fair application of the law and will likely be the subject of many legal debates in the coming years.
Rodriguez, in Virginia, points to another important gap. Although her state does not require agents to disclose the use of digitally altered photos in listings, she notes that Realtors — meaning real estate agents who are members of the National Association of Realtors — are bound by a code of ethics to represent their properties fairly. The crucial detail is that a code of ethics is not a law. Furthermore, not every real estate agent is a Realtor, which means those ethical rules technically do not apply to everyone operating in the market.
As Rodriguez put it, the AI in real estate landscape is still basically the Wild West — few clear rules, a lot of improvisation, and a considerable number of professionals navigating uncharted territory without much guidance.
Where the line falls between marketing and manipulation
For many real estate professionals, the line is pretty clear: if you are fixing flaws digitally without fixing them in person, that is a problem. Ashley Marks, a real estate photographer in Northern Virginia, now offers AI enhancements as part of her services. But she always warns her agent clients against going overboard.
Marks says some agents have asked her to remove carpet stains or fix holes in the wall digitally. Her answer is always the same: it is technically possible to do that, but if the defect is still there when the buyer visits the property, the agent could be in serious trouble. So she does not recommend that kind of alteration.
This stance reflects a growing consensus among responsible professionals in the industry. AI can and should be used to help potential buyers visualize the potential of a space — what that empty living room would look like with a couch, a dining table, and new curtains. What it should not do is create a digital fiction that will fall apart the exact moment someone walks through the front door.
The impact on consumer trust
Housefishing does not just hurt the buyer who wasted time on a frustrating visit. It erodes trust in the entire digital ecosystem of buying and selling real estate. When buyers start systematically doubting the photos they see online, the whole market suffers. Honest sellers who invest in quality photography without manipulation end up having their images questioned. Ethical agents have to spend more time justifying the authenticity of their listings. And listing platforms face pressure to implement verification mechanisms that are still being developed.
The result is a cycle of distrust that makes the buying process slower, more expensive, and more draining for everyone. In a market where speed and efficiency are increasingly valued, this kind of friction caused by deceptive practices is particularly harmful 🏠.
What to expect in the coming months
The trend is for the debate around housefishing to intensify as AI tools continue evolving in speed and accessibility. More recent generative models can already create photorealistic images of entire rooms from text descriptions alone, which means that soon it will not even be necessary to start from a real photo to create a visually appealing listing. This scenario puts enormous pressure on listing platforms, broker associations, and regulatory bodies to develop clear standards for verification and authenticity.
Some proptech startups are already working on solutions that use metadata and digital watermarks to certify that an image has not been altered, functioning as a kind of visual authenticity seal. However, the large-scale adoption of these verification technologies still depends on regulatory pressure and demand from consumers themselves for more transparency.
What about the rest of the world?
In markets outside the U.S. where online real estate is growing rapidly and digital platforms increasingly serve as the first point of contact between buyer and property, this discussion is still in its early stages. But history shows that trends from the American market tend to spread globally at a fairly quick pace, especially when they involve technology. Real estate professionals who get ahead of this conversation by adopting clear disclosure practices about the use of digital editing in their photos will likely build a stronger foundation of trust with their clients.
For anyone searching for a home right now, whether in the United States or in markets that will inevitably face the same phenomenon, a few practices are already proving essential. Comparing listing photos with satellite imagery and street view of the area helps identify inconsistencies. Requesting real-time, unedited video of the property is another way to verify whether what is on screen matches reality. And an in-person visit remains absolutely irreplaceable before any major financial decision.
California’s move may be just the beginning of a broader regulatory wave, and how quickly other markets respond will determine whether housefishing is remembered as a temporary growing pain of a technological transition or as the catalyst for a structural overhaul in the way properties are advertised and sold in the digital world. One thing is certain: artificial intelligence is not going to stop evolving, and the answer to this challenge is not about slowing down the technology but about making sure it is used with responsibility, clarity, and respect for the person on the other side of the screen 🔍.
