It's recommended to clean marble floors at least once a week to prevent dirt and debris buildup, which can scratch the surface. Use a soft, microfiber mop or cloth with pH-neutral cleaner and warm water to avoid damaging the marble surface. For high-traffic areas, clean more frequently as needed.