The crash happened at the intersection of White Horse Pike and Gibbsboro Road just after 11 a.m.
It was not immediately clear what caused the crash.
Pictures from the scene show the dark-colored SUV on its roof.
Two people were rushed to Cooper University Hospital by ambulance.
A third victim was trapped and, once freed, was taken to the hospital by helicopter.
The conditions of those victims is not yet available.