The rubber roof is glued to a plywood base. The rubber usually stops at the trim, it doesn't go down the side of the RV.
If you can't find the leak, try a
Pressure Test.
Use
Eternabond for the seams and anywhere else you can use it on the roof.
Dicor Self leveling Lap Sealant can be used on horizontal surfaces.
They're both great products.