Like other types of vacuums, many of the best robot vacuums on this list and other models we've tested are effective at collecting pet hair, fine dust, and larger debris from floors.
Designs that offer a Boost or Turbo mode are ideal if you have thick-pile carpets or rugs as they ensure you can temporarily increase the suction power, ensuring no fur remains after cleaning.
The best models to choose are ones that have rubber brushes that are free from bristles, so the pet hair doesn't get trapped around them. Although that's not to say robot vacuums with bristled brush bars aren't as effective at collecting the hair. If you choose one of these, look for a design with a tool to help remove pet (or human) hair that's got tangled to make your life easier.