Mark _australia said..
I missed that you are in UK so maybe you don't have those cleaners there. There will be equivalents. Rust converters based on phosphoric acid work OK for light cleaning but don't do much. For proper oxide layer removal to get it back to bright and clean the strong stuff is all that will work. Septone Ali Bright is awesome.
But are u sure it is aluminium - seems an expensive way to build a trailer. Not just galv steel sheet?
Again, not really helpful if you are in the UK, but Whitworths have an aluminium cleaner meant for boats that works really well. I used it on the rocker cover of my car's engine and it turned a dull rough finish into something that you can polish up easily. The bottle has all sorts of warnings on it, so it is obviously caustic. It seemed to be surprisingly effective, although I am not sure how to keep the same finish. Do you need to clear coat it to prevent it oxidising badly again?