Robot vacuums have surged from a few trusted brands to a crowded field of manufacturers racing to outdo each other with new features.

Many people (myself included) are swapping big once-a-week cleaning sessions for smaller, more manageable tasks to keep their homes in ship-shape. As a result, robot vacuums and vacuum mops are ...