I know this is super minor, but is there anything I can do to get this scuff out of my shoes?

Title. I dragged my foot along my desk today at work and got this small scuff. I know it is super minor but it’s just annoying as I’ve only had these for a month. Tempted just to go over it with a black sharpie. TIA!
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