Graylark's Raven pinpoints homes from a single interior photo

Upload a single interior photo. Graylark Technologies' Raven, previously called GeoSpy, returns the specific house, apartment, or short-term rental it was taken in, matching distinctive features in the image against public listings on sites like Airbnb, Zillow and Vrbo. 404 Media reported that the Los Angeles Police Department and the Miami-Dade Sheriff's Office have bought access, and that Miami-Dade is using a model trained specifically for the county.

CEO Daniel Heinen told 404 Media the capability was not something the team set out to build. "We didn't train it to do that. That was kind of an 'Oh shit' moment for us," he said, recounting that a bathroom selfie of his girlfriend put a pin on San Francisco. His pitch for the product is narrower: "For investigators working trafficking and exploitation cases, that connection can turn an unidentified room into a location lead they can verify and pursue."

Miami-Dade's own read is cooler. Joseph R. Peguero Rivera told the outlet that "use of GeoSpy has been limited and largely exploratory" and that "it has not resulted in any significant investigative breakthroughs or arrests."

Airbnb said "Protecting our community's privacy is important to us," noting it strips location metadata from listing photos and has "technical safeguards in place to try to limit automated data collection." Zillow said scraping violates its terms and that it pursues "legal avenues" when necessary. Neither statement describes action against Graylark specifically.

The company restricted the tool to enterprise and government users after earlier 404 Media reporting surfaced posts in its Discord asking for help stalking women.