That plug looks like it connects to an amplifier? Possibly under the seat?.
Have you looked at the back of the radio unit itself?.
Nothing wrong with Bluetooth, try it.
If all else fails, you can change the radio (head unit) complete with dash/console plastic surround.
Apparently there is a...