Soap worked wonders for me! I don't even think you need a specific brand. Just make sure you aren't attached to the bar, because it's going to get dirty.
I just rubbed it dry onto both the rubber part and the frame below it. Not even a whisper of a squeak. (I know it was 11 years ago, just putting this hear for anyone who may be curious and doesn't have fancy wax)

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