Police-bought Raven AI matches photos to specific homes

Graylark’s Raven, bought by LAPD and Miami-Dade, can match a photo to a specific home using listing imagery, not GPS.

Graylark Technologies’ Raven, which 404 Media calls formerly GeoSpy and a later podcast spells Geospy, while Malwarebytes says it was formerly associated with GeoSpy, matches photos to specific properties using listing imagery rather than GPS metadata, EXIF, or reverse-image search. 404 Media focuses on interior photos and demos that identified a Charlotte, North Carolina Airbnb—including a match from a photo posted on X—a Vrbo listing in Montecito, and Zillow photos tied to a San Francisco address; Malwarebytes adds exterior matching, Short-Term Rental ID over what the company calls millions of listings, and Find Property for supported cities. CEO Daniel Heinen said the feature covers millions of short-term rental units worldwide, and Graylark says its 2026 work includes hotels, rentals, houses, and apartments. The Los Angeles Police Department and Miami-Dade Sheriff’s Office bought access, including a Miami-Dade-specific model; Malwarebytes, citing 404 Media, says those purchases followed an August $10.7 million seed round and that Raven is limited to enterprise, government, and law-enforcement customers. Airbnb said it has no relationship with Graylark and that scraping violates its terms; Malwarebytes reports that Zillow said scraping violates its terms and, in one bullet, that both companies denied a relationship, while how imagery was collected remains unclear. A 16 October 404 Media podcast restated police use of Raven and also covered a judge’s ruling that a particular Flock search was unconstitutional and a court’s finding that an AI-generated video carried undue emotional weight in a manslaughter case.

• Graylark Technologies’ Raven—called formerly GeoSpy by 404 Media, Geospy in its 16 October podcast, and formerly associated with GeoSpy by Malwarebytes—matches photos to properties using visual features, not GPS metadata, EXIF, or…
• Demos identified a Charlotte, North Carolina Airbnb, including a match from a photo posted on X, a Vrbo listing in Montecito, and Zillow photos tied to a San Francisco address.
• CEO Daniel Heinen said coverage spans millions of short-term rental units worldwide; Malwarebytes also describes Short-Term Rental ID across millions of listings, Find Property for supported cities, and exterior as well as indoor matching.
• The Los Angeles Police Department and Miami-Dade Sheriff’s Office bought access, including a Miami-Dade-specific model; Malwarebytes, citing 404 Media, says the purchases followed an August $10.7 million seed round.
• Graylark says its 2026 work covers hotels, rentals, houses, and apartments, and Malwarebytes says Raven is limited to enterprise, government, and law-enforcement customers.
• Airbnb said it has no Graylark relationship and that scraping violates its terms; Malwarebytes says Zillow said scraping violates its terms, while one of its bullets says both companies denied a relationship.
• A 16 October 404 Media podcast also said a judge ruled a particular Flock search unconstitutional and, in a subscribers-only segment, that a court found an AI-generated video carried undue emotional weight in a manslaughter case.