A search takes mere seconds. You upload a photo of a face, check a box agreeing to the terms of service and then get a grid of photos of faces deemed similar, with links to where they appear on the internet. The New York Times used PimEyes on the faces of a dozen Times journalists, with their consent, to test its powers.

PimEyes found photos of every person, some that the journalists had never seen before, even when they were wearing sunglasses or a mask, or their face was turned away from the camera, in the image used to conduct the search.

PimEyes found one reporter dancing at an art museum event a decade ago, and crying after being proposed to, a photo that she didn’t particularly like but that the photographer had decided to use to advertise his business on Yelp. A tech reporter’s younger self was spotted in an awkward crush of fans at the Coachella music festival in 2011. A foreign correspondent appeared in countless wedding photos, evidently the life of every party, and in the blurry background of a photo taken of someone else at a Greek airport in 2019. A journalist’s past life in a rock band was unearthed, as was another’s preferred summer camp getaway.