Any suggestions on getting this scuff out of hardwood floors

Noticed this scuff this afternoon and was wondering if there is anyway to get it out. There’s no dent and it doesn’t really look like a scratch in the wood but rather the finish was taken off. I’m hesitant on using a a magic eraser because I’ve heard it’s abrasive and can cause more damage. Any other suggestions?

These are red oak floors finished with a water based finish.