Most mild abrasives will work fine, but if you want a more permanent fix then spray on some clear laquer afterwards.
 
What section / area is the scratch remover in?

I will give that a go.
I found it in the small section with car accessories, polishes and so on next to the DIY section. I warn you it really is useless for paint scratches!
 

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