You’re scrolling through listings on a Saturday morning when you land on a photo that makes you stop scrolling. This living room looks perfect—almost too perfect. Is it just your imagination, or is that couch hovering slightly above the floor?
Something feels off, but you can’t put your finger on it. Then you see the disclaimer: Images have been digitally altered.
Buying a home is a huge decision, and you should know what you’re really looking at in those listing photos. AI has found its way into real estate listings in all sorts of ways—some helpful, some downright deceptive.
So, how do you know what’s real and what’s just a figment of AI’s imagination?
Let’s walk through some common AI ‘tells’ and some instances when AI in real estate can actually be useful during your home search.
What to Watch for in Listing Photos
Virtually Staged Rooms That Look a Little… Off
Virtual staging can be helpful (more on that shortly). But when it’s done poorly, the results are pretty bizarre.
You might see:
- Furniture that floats: Literally. Couches that hover a few inches off the floor, or chairs with legs that don’t touch the ground. Coffee tables that cast shadows in the wrong direction. AI-generated furniture doesn’t always grasp how gravity works.
- Lighting that doesn’t fit the surroundings: The lamp is on, but there’s no light pooling around it. Even though afternoon sunlight streams through the window, the virtually staged furniture casts morning shadows.
- Blurry edges everywhere: AI struggles with clean edges, so you’ll often see telltale blurs or weird halos around staged items.
Photos That Look Too Good to Be True
Some photo editing is standard with real estate listings, like adjusting brightness and correcting color balance. But AI can quickly take things into fantasy territory.
Things that might leave you scratching your head:
- Skies and grass that look fake: If the sky looks like it belongs in a tropical paradise, and the grass is ‘May-green,’ but the driveway is covered in snow, someone probably got a little carried away with the enhancement tools.
- Plants that seem ‘off’ or out of place: AI doesn’t always understand how trees and landscaping grow. You might see lawns with weird textures or trees with branches that fork in unusual ways.
- Windows showing completely different weather: It’s clearly winter outside of one window and summer outside another. That’s likely AI trying to improve what it sees through the glass.
If it feels off or seems too good to be true, reach out to a trusted REALTOR® who can help you explore the property!
Other Weird AI Hallucinations You Might See
AI often forgets to stay within the rules of architecture, creating doors that lead to nowhere, windows that tilt at odd angles, or baseboards that change height for no reason. These structural glitches occur because AI knows how homes should look, but not how they’re actually built.
This lack of logic includes textures, where AI fills in the gaps by repeating nearby patterns. You might notice that the same wood grain appears multiple times on a floor, or wallpaper patterns fail to line up at the seams.
Take an even closer look, and you’ll often find functional anomalies that defy basic physics. Light fixtures might feature five slots instead of two, and sinks have faucets with pipes that lead to impossible places. You might see a refrigerator handle that curves the wrong way, or a kitchen island that seems to merge directly into the floor.
We’ve even seen reflections in mirrors that show a different room than what’s in the photo. No, this isn’t a fun house trick, but a home that’s been enhanced with AI.
How to Spot AI-Written Listing Descriptions
Photos aren’t the only place AI shows up. Listing descriptions can also be AI-generated, and they have a distinct style and pattern.
Look out for:
- Super generic language: Phrases like ‘charming oasis,’ ‘sun-drenched haven,’ ‘stunning sanctuary,’ or ‘perfect blend of modern elegance and timeless charm’ are some of AI’s favorites. If a description sounds like it could apply to any home in any city, it probably came from AI.
- Overly formal tone: Agents don’t usually describe their homes as ‘boasting an array of premium finishes’ or ‘featuring a thoughtfully curated selection of upgrades.’ The language might differ slightly depending on the audience it’s targeting, but overly formal language is questionable.
- Repetitive sentence structure: AI falls into patterns. ‘This home features…’ This home offers… This home includes…’ Rinse and repeat.
- Zero specific details: Generic descriptions go light on the details because AI doesn’t know them.
An important note: There’s no foolproof way to tell if a listing is AI-written. Large Language Models (LLMs) learn from real human output, which makes it almost impossible to tell whether an agent used ChatGPT to write their listing.
Good listings include specific details about the property, the neighborhood, nearby schools, and local amenities. It should feel like someone is having a conversation with you about the home and sharing local knowledge—’This home is a quick bike ride from downtown Iowa City’ or ‘within walking distance of the North Liberty Rec Center.’
AI in the Wild
Head over to Reddit (r/RealEstate and r/FirstTimeHomeBuyer are good places to start), and you’ll find recent threads full of homebuyers sharing obviously AI-generated or manipulated listings they’ve encountered.
People have posted virtually enhanced photos of listings with larger rooms or outdoor spaces than the property really has.
In one post, it’s hard to tell which deck is real and which is the fake.
Here’s another example of the same room enhanced with AI:
And in another home listing, this poorly placed landscaping would leave homeowners choosing between garage accessibility and preserving their beautiful flower garden.
It’s not just homes for sale. Rental homes have also fallen victim to what some call ‘house catfishing.’
A single-family rental home in Detroit, Michigan, looks beautiful and well-maintained from the listing photo. But Google Street View tells a different story:
Photo Source: Futurism
Some states have adopted new laws around AI-edited images in real estate. At the beginning of 2026, California began enforcing AB-723, which makes using AI-edited images that misrepresent a property a criminal offense. Images that have been modified must have a disclosure.
Iowa isn’t one of those states. However, organizations like Iowa REALTORS® have laid out ethical guidelines for REALTORS® using digitally altered photos in listings.
Is AI in Real Estate Ever a Positive?
Yes! When it’s used responsibly and transparently, AI can be genuinely helpful.
Virtual staging can help you visualize how to use empty spaces. This is useful for vacant homes or rooms with odd configurations. Sometimes it’s hard to picture how your furniture might fit in an empty room, and virtual staging gives you ideas.
But virtual staging should always come with a clear disclaimer. You should know you’re looking at digitally added furniture, not the real thing. And you should also get photos of the empty space so you can see what you’re actually getting.
When AI is used as a tool to help you make decisions—not to trick you into thinking a property is something it’s not—it’s great to have.
Questions Worth Asking When You Suspect AI in a Listing
Looking at a listing and something seems off? Ask your agent these questions:
- Are any of these photos virtually staged?
- Have any photos been enhanced beyond basic lighting adjustments?
- Can I see the original, unedited photos?
- Can we schedule an in-person showing?
If you’re working with the listing agent, they should be able to answer these questions easily. But all good REALTORS® should be willing to ask the right questions and do a little digging on the property.
Nothing Can Replace Seeing a Property in Person
Technology can work wonders when you’re unable to tour a property in real life. But there’s no substitute for seeing a home in person.
Try to schedule showings during daytime hours when there’s natural lighting. What looks bright and spacious in photos might feel completely different when you’re standing in the room. Natural light shows you the true paint colors, the actual proportions of rooms, and the real condition of finishes—things even the best photos can hide.
In-person visits also give you information that photos can’t capture. Like what the neighborhood is like, how much traffic noise there is, whether the house smells musty, and if the neighbors have barking dogs.
Don’t skip this step, even if you’re in a competitive market and feel pressure to move fast. Or if you’re moving from out-of-state—our REALTORS® can always walk you through a home on FaceTime or Google Meet and give you their honest opinion.
Our Thoughts on AI in Real Estate
We want to show you properties as they are—the good, the quirks, and everything in between. AI has its place in real estate. Used ethically and responsibly, it can help you visualize the possibilities of a home. But it should never replace honesty, transparency, and walking through a home with someone who knows it well.
If you’re house hunting in the Iowa City-Cedar Rapids Corridor, we’d love to help. We won’t jazz up photos or write overly fancy descriptions. What you see is what you get—and that’s how it should be when you’re looking for your future home.
We’d be happy to show you around some local homes!
