Real Estate Fraud Detection
Upload the listing photo. See if the location matches the claim.
Listing fraud is common. A photo sourced from another market is the easiest way to fake a property. Geolocate the image, compare to the claimed address, and catch the mismatch before you tour.
A real mismatch: Miami listing, Mexico photo
The listing claim
A rental listing on a classifieds site advertised a "luxury Miami condo." The photo showed a modern low-rise with palm trees, a pool, and a parking lot.
Claimed location: Brickell, Miami, Florida, United States.
Oceanir result
Coordinates returned: 20.5888, -100.3899. A development near Santiago de Querétaro, Mexico. Confidence: 71%.
Visual cues flagged: Spanish-language road markings, desert vegetation (not Miami palms), stucco utility poles consistent with Mexican grid design.
Red flags to watch for
Any one cue can be a coincidence. Two or more contradicting the claimed region is a strong fraud signal.
- 01
Vegetation doesn't match the region
Palm trees in a listing for New England, or pines in a Miami Beach photo. Plant species are climate-bound and hard to fake convincingly.
- 02
Road markings in the wrong language
Stop signs reading PARE, ARRÊT, or ALT when the listing claims an English-speaking region. Paint color and line style also vary by country.
- 03
Architectural style mismatch
Stucco and tile roofs where the market is wood-frame and vinyl siding. Vernacular architecture follows climate, materials, and code, not listing copy.
- 04
Utility infrastructure mismatch
Pole spacing, transformer design, and wire configuration differ by utility and country. A pole from one grid doesn't appear in another.
- 05
Wrong vehicle plates
Plate color, format, and font are jurisdictional. A European-format plate in a photo claimed to be in Texas is a hard mismatch.
- 06
Shadow angles inconsistent with latitude
At a claimed latitude and time of day, the sun sits at a specific elevation and azimuth. Wrong shadow geometry means wrong hemisphere.
- 07
Signage in the wrong script
Cyrillic, Arabic, or CJK characters in a listing for a Western European city. Even background signage betrays the real location.
- 08
Sky and weather don't match the season
Listing says it is summer but the sky, leaf state, or light angle says winter or monsoon. Seasonal mismatches are common in lifted photos.
What to do if you find a mismatch
- 1.
Preserve the evidence. Save the photo file, screenshot the listing page (URL visible), and screenshot your Oceanir result with coordinates and confidence.
- 2.
Report to the platform. Use the listing's report flag and select "fraudulent listing" or "misleading photos." Attach your evidence if the form allows.
- 3.
File with authorities if you lost money. The FTC (reportfraud.ftc.gov) and your state attorney general handle rental fraud. The FBI IC3 covers interstate wire fraud.
- 4.
Do not confront the agent. They will pull the listing and re-list under a new identity. Let the platform and authorities act on the preserved evidence first.
Check another listing photo
Free surface scan. No signup. Coordinates and confidence returned in seconds.
Frequently asked questions
Can Oceanir detect fake real estate photos?+
Oceanir geolocates the photo, not the listing. If a property photo claimed to be in Miami resolves to a development in Mexico, that geographic mismatch is the fraud signal. Upload the listing photo and review the coordinates, confidence, and visual cues Oceanir returns.
What visual cues expose a fraudulent listing photo?+
The strongest cues are vegetation type, road marking language, utility pole design, vehicle plate format, architectural vernacular, and shadow angle. Any one of these can contradict the claimed location; two or more is a near-certain mismatch.
Should I confront the listing agent?+
No. Preserve screenshots, save the photo file, and report the listing to the platform (Zillow, Realtor.com, Facebook Marketplace). If there's financial loss, file a report with the FTC and your state attorney general. Confronting the agent gives them time to delete evidence.
Does Oceanir work on listing screenshots?+
Yes. Oceanir reads pixels, not metadata, so screenshots and social-media-sourced images work. EXIF and GPS are stripped by every major platform on upload; visual geolocation does not depend on them.
How accurate is geolocation for real estate fraud detection?+
Outdoor scenes with distinct infrastructure resolve to street level with high confidence. Interior shots or generic suburban exteriors resolve to city or region. The confidence score on each candidate tells you how far to trust it before escalating.