To determine the appropriate size, consider the total square footage of the area you need to clean, as well as any tight spaces or obstacles. A general guideline is to choose a machine with a cleaning path that covers at least 75% of your largest open area. Additionally, walk-behind models are better for smaller spaces, while ride-on or autonomous scrubbers are more suitable for large, open areas.