How do I keep the Performance Fitness tiles from moving? How to ensure no gaps in between Performance Fitness tiles?

You can use double sided tape on the perimeter if required to limit any movement you may be experiencing.
. Tap mats together as you install for a tight fit. Do not install over carpet.