The Best Robot Vacuum 2023 Robot vacuums can make cleaning your floors easier. The most effective robot vacuums pick up tracked-in dirt and pet hair, crumbs, and more. While they can't perform the same way as a regular vacuum cleaner, they have improved a lot in the last few years.