A 40-year-old man from Dovecot, Liverpool, was arrested on suspicion of assisting an offender on Friday. He is being held and remains in custody as the force hunt for the killer.
Investigators have identified two guns used in the shooting - a .38 revolver that killed Olivia, and a Glock 9mm pistol that has been used in three attacks in Merseyside since 2020.