LAPD officers responded to a call of an abandoned vehicle in the 8300 block of Hoover Avenue shortly before noon on Thursday.
When they arrived, they found the body of a Hispanic man in the trunk, police said. It was not clear how the victim died.
Investigators said the vehicle belonged to a missing person.
No further information was released.